RECHERCHE  |  
Publications

Mohamed Aymen Ben Hajkacem

, Chiheb Eddine Ben N'Cir

, Nadia Essoussi

KP-S : A Spark-based Design of the K-Prototypes Clustering for Big Data,
14th ACS/IEEE International Conferenceon Computer Systems and Applications AICCSA, IEEE, (To appear), Hammamet Tunisia. , 2017

Mohamed Aymen Ben Hajkacem

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

One-pass MapReduce-based clustering method for mixed large scale data,
<p>Journal of intelligent Information systems, pages 1-8, Springer</p> , 2017

Abir SMITI

, Rimah Amami

An incremental method combining density clustering and support vector machines for voice pathology detection.,
International Journal of Computers & Electrical Engineering. Elsevier. Volume 57, January 2017, Pages 257–265. , 2017

Abir Smiti

, Zied ELOUEDI

SCBM: Soft Case Base Maintenance method based on competence model,
Journal of Computational Science, Elsevier, Accepted manuscript available online: 23-SEP-2017, DOI information: 10.1016/j.jocs.2017.09.013 , 2017

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Qualitative AHP Method Based on Multiple Criteria Levels Under Group of Experts,
International Conference on Database and Expert Systems Applications (DEXA) Lyon, France, August 28 - 31, 2017, LNCS 10439 Springer : 441-449. , 2017

Amna Abidi

, Mohamed Anis Bach Tobji

, Allel Hadjali

, Boutheina Ben Yaghlane

Skyline Modeling and Computing over Trust RDF Data. ,
In Proceedings of the 19th International Conference on Enterprise Information System (ICEIS), pages 634-643, Porto, Portugal. , 2017
[BibTeX...]
@inproceedings{DBLP:conf/iceis/AbidiTHY17, author = {Amna Abidi and Mohamed Anis Bach Tobji and Allel Hadjali and Boutheina Ben Yaghlane}, title = {Skyline Modeling and Computing over Trust {RDF} Data}, booktitle = {{ICEIS} 2017 - Proceedings of the 19th International Conference on Enterprise Information Systems, Volume 2, Porto, Portugal, April 26-29, 2017}, pages = {634--643}, year = {2017}, crossref = {DBLP:conf/iceis/2017-2}, url = {https://doi.org/10.5220/0006320706340643}, doi = {10.5220/0006320706340643}, timestamp = {Tue, 13 Jun 2017 21:14:26 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/iceis/AbidiTHY17}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Amna Abidi

, Nassim Bahri

, Mohamed Anis Bach Tobji

, Allel Hadjali

, Boutheina Ben Yaghlane

First steps towards an electronic meta-journal platform based on crowdsourcing,
In Proceedings of the 2nd International Conference on Digital Economy, (ICDEc), Springer-LNBIP, 04-06 May, 2017, Sidi Bou Said, Tunisia. , 2017

Asma Trabelsi

, Zied Elouedi

, Eric Lefevre

Ensemble Enhanced Evidential k-NN classifier through random subspaces.,
15th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQUARU) , 2017

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

Fuzz-TIME: AN INTELLIGENT SYSTEM FOR MANAGING FUZZY TEMPORAL INFORMATION,
Purpose Time modeling is a crucial feature in many application domains. However, temporal information often is not crisp, but is subjective and fuzzy. In this paper, we address the issue related to the modelling and handling of imperfection inherent to both temporal relations and intervals. Design/methodology/approach On the one hand, fuzzy extensions of Allen temporal relations are investigated and, on the other hand, extended temporal relations to de ne the positions of two fuzzy time intervals are introduced. Then, a database system, called Fuzz-TIME (for Fuzzy Temporal Information Management and Exploitation), is developed for the purpose of processing fuzzy temporal queries. Findings To evaluate our proposal, we have implemented a Fuzz-TIME system and created a fuzzy historical database for the querying purpose. Some demonstrative scenarios from history domain are proposed and discussed. Practical implications The tool developed (Fuzz-TIME) can have many practical applications where time information has to be dealt with. In particular, in several real world applications like history, medicine, criminal and nancial domains, where time is often perceived or expressed in an imprecise/fuzzy manner. Originality/value This paper presents the design and characterization of a novel and intelligent Database system to process and manage of imperfection inherent to both temporal relations and intervals. , 2017

Ben N'Cir Chiheb-Eddine

, Nadia Essoussi

New Overlap Measure for the Validation of Non-disjoint Partitioning,
<p>In proceeding of the international conference ICDEc 2017, pages 152-161, Springer</p> , 2017

Chayma Amri

, Mariem Banbia

, Rim Faiz

Behavior-Based Approach for User Interests Prediction,
, 2017
[BibTeX...]
Chayma Amri, Mariem Bambia and Rim Faiz: Behavior-Based Approach for User Interests Prediction. 14th ACS/IEEE International Conference on Computer Science Systems and Applications, 2017

Fatma Ezzahra Bousnina

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Boutheina Ben Yaghlane

Modeling Evidential Databases as Possible Worlds,
International Journal of Intelligent Systems , 2017

Fatma Ezzahra Bousnina

, Mouna Chebbah

, Mohamed Anis Bach Tobji

, Allel Hadjali

, Boutheina Ben Yaghlane

On Top-K Queries Over Evidential Data,
19th International Conference on Enterprise Information Systems , 2017

Fatma Ezzahra Bousnina

, Sayda Elmi

, Mouna Chebbah

, Mohamed Anis Bach Tobji

, Allel HadjAli, Boutheina Ben Yaghlane

Skyline Operator over Tripadvisor Reviews Within the Belief Functions Framework,
Second International Conference, ICDEc 2017 , 2017

Haïfa Nakouri

, Mohamed Limam

Incremental Robust Principal Component Analysis for Face Recognition Using Ridge Regression,
International Journal of Biometrics (IJBM). Vol.9(3), pp. 186-204. , 2017

Imen Boukhris

, Zied Elouedi

, Mariem Ajabi

Towards intrusion detection using belief decision trees for big data,
Knowledge and Information Systems (KAIS), Springer, Volume 53(3), 671-698 , 2017

Ines Berrazega

, Rim Faiz

Automatic structuring of Arabic normative texts,
Computational Methods in Systems and Software 2017, In book: Applied Computational Intelligence and Mathematical Methods, CoMeSySo 2017. Advances in Intelligent Systems and Computing, vol 662. Springer. , 2017

Lina Abassi

, Imen Boukhris

Iterative aggregation of crowdsourced tasks within the belief function theory,
European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’17), Springer-Verlag, LNCS 10369, Lugano, Switzerland, July 11-14, pp 159-168 , 2017 , 2017

Lina Abassi

, Imen Boukhris

A Gold Standards-Based Crowd Label Aggregation within the Belief Function Theory,
International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE'17), Springer-Verlag, LNAI 10351, Arras, France, June 27-30, pp 97-106 , 2017 , 2017

Lina Abassi

, Imen Boukhris

An Adaptive Approach of Label Aggregation using a Belief Function Framework,
International Conference on Digital Economy Emerging Technologies and Business Innovation (ICDEc'17), Springer-Verlag, LNBIP 209, Sidi Bou Said, Tunisia, May 04-06, pp 198-207 , 2017 , 2017

Lina Abassi

, Imen Boukhris

Iterative aggregation of crowdsourced tasks within the belief function theory,
European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’17), Springer-Verlag, LNCS 10369, Lugano, Switzerland, July 11-14, pp 159-168 , 2017

Lina Abassi

, Imen Boukhris

A Gold Standards-Based Crowd Label Aggregation within the Belief Function Theory,
International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE'17), Springer-Verlag, LNAI 10351, Arras, France, June 27-30, pp 97-106 , 2017

Lina Abassi

, Imen Boukhris

An Adaptive Approach of Label Aggregation using a Belief Function Framework,
International Conference on Digital Economy Emerging Technologies and Business Innovation (ICDEc'17), Springer-Verlag, LNBIP 209, Sidi Bou Said, Tunisia, May 04-06, pp 198-207 , 2017

M. Souli

, A. Badreddine

, T. ben romdhane

A New Model to Implement a SWOT Fuzzy ANP,
International Conference on Industrial, Engineering and other Applications of Applied Intelligence (IEA/AIE 2017), pp. 446-452 Springer- Verlag, , 2017

Manel Slokom

, Raouia Ayachi

A Hybrid User and Item Based Collaborative Filtering Approach by Possibilistic Similarity Fusion,
I. Hatzilygeroudis et al. (eds.), Advances in Combining Intelligent Methods, Intelligent Systems Reference Library , 2017

Manel Slokom

, Raouia Ayachi

A New Social Recommender System Based on Link Prediction Across Heterogeneous Networks,
9th KES International Conference on Intelligent Decision Technologies (KES-IDT-2017), Vilamoura (Portugal) , 2017

Maroua Haddad

, Philippe Leray

, Amélie Levray

, Karim Tabia

Learning the Parameters of Possibilistic Networks from Data: Empirical Comparison.,
, 2017
[BibTeX...]
@inproceedings{DBLP:conf/flairs/HaddadLLT17, author = {Maroua Haddad and Philippe Leray and Am{\'{e}}lie Levray and Karim Tabia}, title = {Learning the Parameters of Possibilistic Networks from Data: Empirical Comparison}, booktitle = {Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, {FLAIRS} 2017, Marco Island, Florida, USA, May 22-24, 2017.}, pages = {736--741}, year = {2017}}

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Possibilistic MDL: A New Possibilistic Likelihood Based Score Function for Imprecise Data.,
, 2017
[BibTeX...]
@inproceedings{DBLP:conf/ecsqaru/HaddadLA17, author = {Maroua Haddad and Philippe Leray and Nahla Ben Amor}, title = {Possibilistic {MDL:} {A} New Possibilistic Likelihood Based Score Function for Imprecise Data}, booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 14th European Conference, {ECSQARU} 2017, Lugano, Switzerland, July 10-14, 2017, Proceedings}, pages = {435--445}, year = {2017} }

Mohamed Aymen Ben HajKacem

, Chiheb Eddine Ben N'Cir

, Nadia Essoussi

One-pass MapReduce-based clustering method for mixed large scale data,
Journal of Intelligent Information Systems, (To appear) , 2017

Mohamed Ismail Maiza

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Overlapping Community Detection Method for Social Networks,
<p>In proceeding of the international conference ICDEc 2017, pages 143-151, Springer</p> , 2017

Montassar Ben Messaoud

, Ilyes Jenhani

, Eya Garci

, Toon De Pessemier

SemCoTrip: A Variety-Seeking Model for Recommending Travel Activities in a Composite Trip,
The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems June 27-30, 2017 - Arras, pages: 345-355 , 2017 https://link.springer.com/chapter/10.1007/978-3-319-60042-0_40
[BibTeX...]
@inproceedings{DBLP:conf/ieaaie/MessaoudJGP17, author = {Montassar Ben Messaoud and Ilyes Jenhani and Eya Garci and Toon De Pessemier}, title = {SemCoTrip: {A} Variety-Seeking Model for Recommending Travel Activities in a Composite Trip}, booktitle = {Advances in Artificial Intelligence: From Theory to Practice - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2017, Arras, France, June 27-30, 2017, Proceedings, Part {I}}, pages = {345--355}, year = {2017}, crossref = {DBLP:conf/ieaaie/2017-1}, url = {https://doi.org/10.1007/978-3-319-60042-0_40}, doi = {10.1007/978-3-319-60042-0_40}, timestamp = {Tue, 13 Jun 2017 08:17:13 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/ieaaie/MessaoudJGP17}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Rania Othman

, Rami Belkaroui

, Rim Faiz

Extracting Product Features for Opinion Mining Using Public Conversations in Twitter,
Knowledge-Based and Intelligent Information & Engineering Systems (KES) , 2017

Raoua Abdelkhalek

Improving the Trustworthiness of Recommendations in Collaborative Filtering under the Belief Function Framework,
ACM International Conference on Recommender Systems, (RecSys'17), ACM International Publishing, Como, Italy, August 27-31, pp 421-425 , 2017

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

A Clustering Approach for Collaborative Filtering under the Belief Function Framework,
European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’17), Springer-Verlag, LNCS 10369, Lugano, Switzerland, July 11-14, pp 169-178 , 2017

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

A New User-Based Collaborative Filtering Under the Belief Function Theory,
International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE'17), Springer-Verlag, LNAI 10350, Arras, France, June 27-30, pp 315-324 , 2017

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

Assessing Items Reliability for Collaborative Filtering within the Belief Function Framework,
International Conference on Digital Economy Emerging Technologies and Business Innovation (ICDEc'17), Springer-Verlag, LNBIP 209, Sidi Bou Said, Tunisia, May 04-06, pp 208-217 , 2017

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

A Clustering Approach for Collaborative Filtering under the Belief Function Framework,
European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’17), Springer-Verlag, LNCS 10369, Lugano, Switzerland, July 11-14, pp 169-178 , 2017

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

A New User-Based Collaborative Filtering under the Belief Function Theory,
International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE'17), Springer-Verlag, LNAI 10350, Arras, France, June 27-30, pp 315-324 , 2017

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

Assessing Items Reliability for Collaborative Filtering within the Belief Function Framework,
International Conference on Digital Economy Emerging Technologies and Business Innovation (ICDEc'17), Springer-Verlag, LNBIP 209, Sidi Bou Said, Tunisia, May 04-06, pp 208-217 , 2017

Sabrine Ben Abdrabbah

, Manel Ayadi

, Raouia Ayachi

, Nahla BEN AMOR

Toward Partial Preference Information in Group Recommendation Systems using Voting Rules,
The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems (IEA/AIE 2017), pp 325-334, Arras (France) , 2017

Sabrine Ben Abdrabbah

, Raouia Ayachi

, Nahla Ben Amor

Social activities recommendation system for students in smart campus,
10th International Conference on intelligent interactive multimedia systems and services (IIMSS-17), Vilamoura (Portugal) , 2017

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes,
The 30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems, IEA/AIE 2017, 595-601, 27th-30th, June, 2017, Arras, France, Springer. , 2017

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

Evidential k-NN for Link Prediction,
The 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2017, 201-211, 10th-14th, July, 2017, Lugano, Switzerland, Springer. , 2017

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

, Eric Lefèvre

Evidential k-NN for Link Prediction,
European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’17), Springer-Verlag, LNCS 10369, Lugano, Switzerland, July 11-14, pp 201-211 , 2017

Sabrine Mallek

, Imen Boukhris

, Zied Elouedi

, Eric Lefèvre

Evidential Link Prediction Method in Uncertain Social Networks based on Node Attributes,
International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE'17), Springer-Verlag, LNAI 10350, Arras, France, June 27-30, pp 595-601 , 2017

T. Ben Romdhane

, A.Badreddine

, M. Sansa

A new model to implement Six Sigma in small- and medium-sized enterprises,
International Journal of Production Research, Vol. 55 , Iss. 15 , 2017

Mohamed Aymen Ben Hajkacem

, Chiheb-Eddine Ben N cir

, Nadia Essoussi

An Accelerated MapReduce-based K-prototypes for Big Data,
5th International Symposium“From Data to Models and Back (DataMod)”, Vienna, 8 July , 2016

Abir Smiti

, Zied ELOUEDI

Fuzzy Density Based Clustering method: Soft DBSCAN-GM,
A proceeding of the 8th IEEE International Conference on Intelligent Systems IS’16. Sofia, Bulgaria, September 4-6, 2016. , 2016

ABIR SMITI

, Zied ELOUEDI

Fuzzy Density Based Clustering method: Soft DBSCAN-GM,
The 8th International Conference on Intelligent Systems, IS’16, Sofia, Bulgarie, 4-6 Septembre , 2016

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Belief AHP method: AHP method with the belief function framework,
International Journal of Information Technology & Decision Making, 15(3), 553-574 , 2016

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Meta-Clustering of Possibilistically Segmented Retail Datasets,
Fuzzy Sets and Systems, 286, 173–196 , 2016

Asma AMMAR

, Zied ELOUEDI

A Novel Approach for the Selection of Initial Modes for the Possibilistic K-Modes,
The 12th International FLINS Conference on Computational Intelligence in Decision and Control, FLINS 2016, Roubaix, France, 24-26 Août , 2016

Asma Trabelsi

, Zied Elouedi

, Eric Lefevre

Feature Selection From Partially Uncertain Data Within the Belief Function Framework,,
The 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Part II, CCIS 611 Springer, 643-655, Eindhoven, Hollande, 20-24 Juin , 2016

Asma Trabelsi

, Zied Elouedi

, Eric Lefevre

Handling Uncertain Attribute Values In Decision Tree Classifier Using The Belief Function Theory.,
17th International Conference on Artificial Intelligence: Methodology, Systems, Applications, AIMSA , 2016

Asma Trabelsi

, Zied ELOUEDI

, Eric Lefevre

Comparing dependent combination rules under the belief classifier fusion framework,
Soft Computing , 2016

Asma Trabelsi

, Zied Elouedi

, Eric Lefevre

New decision tree classifier for dealing with partially uncertain data,
25éme Rencontres francophones sur la Logique Floue et ses Applications (LFA'2016), La Rochelle (France), 3-4 novembre 2016 , 2016

Asma Trabelsi

, Zied Elouedi

, Eric Lefevre

Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory. ,
International Conference on Artificial Intelligence: Methodology, Systems, and Applications, Lecture Notes in Computer Science. , 2016

Asma Trabelsi

, Zied ELOUEDI

, Eric Lefevre

Feature Selection From Partially Uncertain Data Within the Belief Function Framework,
The 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Part II, CCIS 611 Springer, 643-655, Eindhoven, Hollande, 20-24 Juin , 2016

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

Modeling Temporal Relations between Fuzzy Time Intervals: A Disjunctive View,
In many applications domains, time modeling has a fundamental role. Allen temporal relations are one of the most used and known formalisms for modeling and handling temporal data. However, classical Allen relations deal only with crisp time information, but time is often subjective and fuzzy. This paper discusses a disjunctive view of temporal relations between fuzzy time intervals. This approach is mostly based on an extension of Allen relations allowing to compare two fuzzy time intervals. By leveraging some particular fuzzy comparison indices, this extension is implemented in the Fuzz , 2016

Aymen HajKacem

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

An Accelerated MapReduce-based K-prototypes for Big Data. ,
<p>In proceeding of 5th International Symposium &ldquo;From Data to Models and Back (DataMod), LNCS, Vienna, Austria. Springer</p> , 2016

Azza Zidi

, Nahla Ben Amor

, Raouia Ayachi

Fuzzy non‐cooperative bargaining process of international climate change negotiations : Case of the Kyoto Protocol ,
25èmes rencontres francophones sur la logique floue et ses applications (LFA'2016). La rochelle (France) , 2016

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Improving collaborative filtering algorithms,
In the 12th International Conference on Semantics, Knowledge and Grids on Big Data (SKG 2016), IEEE, Beijing, China, 15-17 August. , 2016
[BibTeX...]
Télécharger: http://ieeexplore.ieee.org/document/7815085/?reload=true

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

From the social semantic web to recommendation,
In the International Conference on Information Systems for Crisis Response and Management in Mediterranean Countries (ISCRAM-med 2016), , Springer, Madrid, Spain, 26-28 October. , 2016
[BibTeX...]
Télécharger: http://dei.inf.uc3m.es/iscrammed2016/

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Collaborative recommendation for E-Tourisme: New algorithm,
In the book New Perspectives from User Inter- faces and Semantic Web: Information Quality, Advanced Interdisciplinary application and Combination of the technologies Challenges, Computational Science and engineering Collection (Blue Herons 2016), pages 122-142. (Long chapter). , 2016
[BibTeX...]
Télécharger: http://www.blueherons.net/home_en_16.html

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Recommendation system based contextual analysis of Facebook comment,
In the 13th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2016), IEEE, Agadir, Morocco, 29 November- 02 December. , 2016
[BibTeX...]
http://www.aiccsa.net/AICCSA2016/ http://www.aiccsa.net/AICCSA2016/images/Technical%20Program%20-%20Detailed1.pdf

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Extension of collaborative filtering algorithms based on social profile.,
In the 12th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (COLLABORATECOM 2016), Springer, Beijing, China, 12-13 November. , 2016
[BibTeX...]
http://collaboratecom.org/2016/show/home

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Improving collaborative filtering algorithms: Sentiment-based approach in social network,
International Journal of Knowledge Society Research (IJKSR), IGI global, Volume 7, Issue 3, Article 7. , 2016
[BibTeX...]
http://www.igi-global.com/article/improving-collaborative-filtering-algorithms/170506

Fatma Ezzahra Bousnina

, Sayda Elmi

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Allel Hadjali and Boutheina Ben Yaghlane

Object-Relational Implementation of Evidential Databases,
, 2016

Fatma Ezzahra Bousnina

, Sayda Elmi

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Allel Hadjali and Boutheina Ben Yaghlane

Object-relational implementation of evidential databases,
International Conference on Digital Economy (ICDEc), IEEE, Carthage (Tunisie), 28-30 Avril 2016 , 2016 http://ieeexplore.ieee.org/abstract/document/7563149/

Haïfa Nakouri

, Mohamed Limam

Robust Generalized Low Rank Approximation of Matrices for Image Recognition,
Proceedings of the 16th IEEE International Symposium on Signal Processing and Information Technology, ISSPIT2016, Limassol, Cyprus , 2016
[BibTeX...]
@inproceedings{DBLP:conf/isspit/NakouriL16, author = {Ha{\"{\i}}fa Nakouri and Mohamed Limam}, title = {Robust Generalized Low Rank Approximation of Matrices for image recognition}, booktitle = {2016 {IEEE} International Symposium on Signal Processing and Information Technology, {ISSPIT} 2016, Limassol, Cyprus, December 12-14, 2016}, pages = {203--207}, year = {2016}, crossref = {DBLP:conf/isspit/2016}, url = {https://doi.org/10.1109/ISSPIT.2016.7886035}, doi = {10.1109/ISSPIT.2016.7886035}, timestamp = {Fri, 19 May 2017 01:26:03 +0200}, biburl = {http://dblp.org/rec/bib/conf/isspit/NakouriL16}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Haïfa Nakouri

, Mohamed Limam

An Incremental Two-dimensional Principal Component Analysis for Image Compression and Recognition,
Proceedings of the 12th IEEE International Conference on Signal Image Technology and Internet Based Systems, SITIS 2016, Naples, Italy , 2016
[BibTeX...]
@inproceedings{DBLP:conf/sitis/NakouriL16, author = {Ha{\"{\i}}fa Nakouri and Mohamed Limam}, title = {An Incremental Two-Dimensional Principal Component Analysis for Image Compression and Recognition}, booktitle = {12th International Conference on Signal-Image Technology {\&} Internet-Based Systems, {SITIS} 2016, Naples, Italy, November 28 - December 1, 2016}, pages = {725--731}, year = {2016}, crossref = {DBLP:conf/sitis/2016}, url = {https://doi.org/10.1109/SITIS.2016.121}, doi = {10.1109/SITIS.2016.121}, timestamp = {Tue, 23 May 2017 01:08:12 +0200}, biburl = {http://dblp.org/rec/bib/conf/sitis/NakouriL16}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Imen Boukhris

, Raouia Ayachi

, Zied Elouedi

, Nahla Ben Amor

, Sehl Mellouli

Decision Model for Policy-Makers in the Context of Citizens Engagement: Application on Participatory Budgeting,
Social Science Computer Review , 2016

Imen BOUKHRIS

, Raouia Ayachi

, Zied ELOUEDI

, Sehl Mellouli

, Nahla BEN AMOR

Decision Model for Policy-Makers in the Context of Citizens Engagement: Application on Participatory budgeting,
Social Science Computer Review, SSCR , 2016

Ines Berrazega

, Rim Faiz

, Asma Bouhafs

, Ghassan Mourad

A Knowledge-based Approach for Provisions’ Categorization in Arabic Normative Texts,
In proceedings of the Computer Science On-line Conference CSOC 2016, 27-30 April 2016. , 2016

Ines Berrazega

, Rim Faiz

, Ghassan Mourad

, Asma Bouhafs

A linguistic Method for Arabic Normative Provisions’ Annotation based on Contextual Exploration,
In proceedings of the 7th International Conference on Information and Communication Systems ICICS2016, 5-7 April 2016, Irbid, Jordan. , 2016

Ines Berrazega

, Rim Faiz

, Asma Bouhafs

, Ghassan Mourad

A Semantic Annotation Model for Arabic Legal Texts,
In proceedings of the 9th Hellenic Conference on Artificial Intelligence SETN2016, 18-20 May 2016, Thessaloniki, Greece. , 2016

Lina Abassi

, Imen Boukhris

Crowd Label Aggregation under a Belief Function Framework,
International Conference on Knowledge Science, Engineering and Management (KSEM’16), Springer Verlag LNAI 9983, Passau, Germany, October 5-7, pp 185–196 , 2016 , 2016

Lina Abassi

, Imen Boukhris

Crowd Label Aggregation under a Belief Function Framework,
International Conference on Knowledge Science, Engineering and Management (KSEM’16), Springer Verlag LNAI 9983, Passau, Germany, October 5-7, pp 185–196 , 2016

Marouene CHAIEB

, Jaber JEMAI

, Khaled MELLOULI

A generic algorithm for traversing a Directed Acyclic Graph: a modeling and solving approach for the Home Health Care Scheduling Problem.,
, 2016 http://dasa.tdasociety.org/wp-content/uploads/2016/07/DASA-2016-Conference-Proce...
[BibTeX...]
Recently, Hierarchical Optimization Models (HOM) has been widely used to model combinatorial optimization problems (COP) in many fields such as healthcare, supply chain, transport, economic, etc... Their efficiency as a modeling approach is explained by their ability of relaxing the complexity of the considered COP. The main problem will be decomposed hierarchically into a set of interconnected sub-problems using multiple decomposition strategies. However, solving the hierarchical optimization model presents a great challenge and difficult task to get an optimal solution for the main problem. In this context, we propose a generic algorithm to efficiently solve the hierarchical optimization model. Moreover, the developed algorithm will be able to solve all kind of hierarchical optimization models using any decomposition strategy. To validate the proposed algorithm, the HCSP will be solved using the proposed modeling and solving approach.

Mohamed Ismail Maiza

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Overlap Regulation for Additive Overlapping Clustering Methods,,
<p>In proceeding of 10th IEEE International Conference on Research Challenges in Information Science RCIS 2016, Grenoble, France. IEEE.</p> , 2016

Nouha Othman

, Rim FAIZ

A Relevant Passage Retrieval and Re-ranking Approach for Open-Domain Question Answering,
EGC. Revue des Nouvelles Technologies de l'Information vol. RNTI, Ed. Hermann, pp.111-122 , 2016

Nouha Othman

, Rim FAIZ

A Multilingual Approach to Improve Passage Retrieval for Automatic Question Answering,
(NLDB 2016). Proc. in Book chapter 11: Natural Language Processing and Information Systems, pp 127-139, LNCS 9612, Springer , 2016

Nouha Othman

, Rim FAIZ

Question Answering Passage Retrieval and Re-ranking Using N-grams and SVM,
Computación y Sistemas, pp. 483–494, ISSN 1405-5546. (Indexed in: Scopus, Redalyc, E-Journal, e-revist@s, Latindex, DBLP) , 2016

Nourhene Ettouzi

, Philippe Leray

, Montassar Ben Messaoud

An exact approach to learning Probabilistic Relational Model,
International Conference on Probabilistic Graphical Models, Lugano (Switzerland) on September 6-9, 2016 , 2016 http://www2.idsia.ch/cms/pgm/accepted-papers/
[BibTeX...]
@inproceedings{DBLP:conf/pgm/EttouziLM16, author = {Nourhene Ettouzi and Philippe Leray and Montassar Ben Messaoud}, title = {An Exact Approach to Learning Probabilistic Relational Model}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, pages = {171--182}, year = {2016}, crossref = {DBLP:conf/pgm/2016}, url = {http://jmlr.org/proceedings/papers/v52/ettouzi16.html}, timestamp = {Wed, 17 Aug 2016 12:35:14 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/pgm/EttouziLM16}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Oumaima Boussarsar

, Imen Boukhris

, Zied ELOUEDI

Causal belief inference in multiply connected networks,
The 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Part II, CCIS 611 Springer, 291-302, Eindhoven, Hollande, 20-24 Juin , 2016

Rania Othman

, Rami Belkaroui

, Rim Faiz

Customer Opinion Summarization Based on Twitter Conversations,
International Conference on Web Intelligence, Mining and Semantics (WIMS) , 2016

Rania Othman

, Rami Belkaroui

, Rim Faiz

Improving Opinion Target Identification through Twitter Using Public Conversations,
Italian Symposium on Advanced Database Systems (SEBD) , 2016

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

Evidential Item-Based Collaborative Filtering,
International Conference on Knowledge Science, Engineering and Management (KSEM’16), Springer Verlag LNAI 9983, Passau, Germany, October 5-7, pp 628–639 , 2016

Raoua Abdelkhalek

, Imen Boukhris

, Zied Elouedi

Evidential Item-Based Collaborative Filtering,
International Conference on Knowledge Science, Engineering and Management (KSEM’16), Springer Verlag LNAI 9983, Passau, Germany, October 5-7, pp 628–639 , 2016

Raouia Ayachi

, Imen Boukhris

, Sehl Mellouli

, Nahla Ben Amor

, Zied Elouedi

Proactive and Reactive E-government Services Recommendation,
Universal Access in the Information Society, Springer, pp 1-17 , 2016

Raouia Ayachi

, Imen BOUKHRIS

, Sehl Mellouli

, Nahla BEN AMOR

, Zied ELOUEDI

Proactive and Reactive E-government Services Recommendation,
Universal Access in the Information Society , 2016

Rim HENTECH

, Ilyes JENHANI

, Zied ELOUEDI

Possibilistic AIRS Induction from Uncertain Data,
Soft Computing, 20(1), 3-17 , 2016

Rim Jallouli

, Mohamed Jallouli

, Jihene Rekik

, Mohamed Anis Bach Tobji

, Amna Abidi and Nassim Bahri

The CEVEP medical application for innovative management of central venous port (CVP): Technical issues and research challenges. ,
In proceedings of the International Conference on Digital Economy, (ICDEc), Springer-LNBIP, page 68-73, 2016, Carthage, Tunisia. , 2016
[BibTeX...]
@inproceedings{DBLP:conf/icdec/JallouliJRTAB16, author = {Rim Jallouli and Mohamed Jallouli and Jihene Rekik and Mohamed Anis Bach Tobji and Amna Abidi and Nassim Bahri}, title = {The {CEVEP} medical application for innovative management of central venous port {(CVP):} Technical issues and research challenges}, booktitle = {International Conference on Digital Economy, ICDEc 2016, Carthage, Tunisia, April 28-30, 2016}, pages = {68--73}, year = {2016}, crossref = {DBLP:conf/icdec/2016}, url = {https://doi.org/10.1109/ICDEC.2016.7563147}, doi = {10.1109/ICDEC.2016.7563147}, timestamp = {Thu, 15 Jun 2017 21:36:35 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/icdec/JallouliJRTAB16}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Sabrine Ben Abdrabbah

, Raouia Ayachi

, Nahla Ben Amor

A Dynamic Community-Based Personalization for e-Government Services,
9th International Conference on Theory and Practice of Electronic Governance (ICEGOV'2016). Montevideo, Uruguay , 2016

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

An Evidential Method for Multi-Relational Link Prediction in Uncertain Social Networks ,
The Fifth International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, 30 Nov- 2 Dec 2016, Da Nang, Vietnam , 2016

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

Evidential Missing Link Prediction in Uncertain Social Networks,
The 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Part I, CCIS 611 Springer, 274-285, Eindhoven, Hollande, 20-24 Juin , 2016

Zayani Abir

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

arallel clustering method for non-disjoint partitioning of large-scale data based on spark framework.,
<p>In proceeding of IEEE international conference BigData, pages 1064-1069, IEEE</p> , 2016

Zeineb Chelly

, Zied ELOUEDI

A Survey of the Dendritic Cell Algorithm,
Knowledge and Information Systems, KAIS , 2016

Zeineb Chelly

, Zied ELOUEDI

From the General to the Specific: Inducing a Novel Dendritic Cell Algorithm from a Detailed State of the Art Review,
International Journal of Pattern Recognition and Artificial Intelligence, IJPRAI, 30(2) , 2016

Wided Guezguez

Selection of e-learning Web service based on QoS and user profile, 1 4th International Conference For e-learning & Distance Education ,
, 2015 http://eli.elc.edu.sa/2015/sites/default/files/155.pdf

Abir Smiti

, Zied Elouedi

Dynamic DBSCAN-GM Clustering Algorithm.,
Proceedings of the 16th IEEE International Symposium on Computational Intelligence and Informatics, CINTI’2015. pages: 311-316. Budapest. , 2015

ABIR SMITI

, Zied ELOUEDI

Dynamic DBSCAN-GM Clustering Algorithm,
The 16th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2015, 311-316, Budapest, Hongrie, 19-21 Novembre , 2015

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Qualitative AHP Models under the Belief Function Framework,
The Thirteenth International on Intelligent Systems Design and Applications, ISDA 2015, IEEE, Marrakesh, Maroc, 14-16 Décembre , 2015

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Comparison of belief AHP models using a simulation study,
The 16th World Congress of the International Fuzzy Systems Association, IFSA 2015, 973-980, Gijon, Espagne, 30 Juin - 3 Juillet , 2015

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Semantically Segmented Clustering Based on Possibilistic and Rough Set Theories,
International journal of Intelligent Systems, 30(6), 676-706 , 2015

Asma Trabelsi

, Zied Elouedi

, Eric Lefevre

Belief function combination: comparative study in classifier fusion framework,
The 1st International Symposium on Advanced Intelligent Systems and Informatics, AISI 2015, Advances in Intelligent Systems and Computing 407, Springer, 369-379, Beni Suef, Egypte, 28-30 Novembre , 2015

Asma Trabelsi

, Zied Elouedi

, Eric Lefevre

Classifier fusion within the belief function framework using dependent combination rules,
The 22nd International Symposium on Methodologies for Intelligent Systems, ISMIS 2015, LNAI 9384 Springer, 133–138, Lyon, France, 21-23 Octobre , 2015

Asma Trabelsi

, Zied ELOUEDI

, Eric Lefevre

Belief function combination: comparative study in classifier fusion framework,
The 1st International Symposium on Advanced Intelligent Systems and Informatics, AISI 2015, Advances in Intelligent Systems and Computing 407, Springer, 369-379, Beni Suef, Egypte, 28-30 Novembre , 2015

Asma Trabelsi

, Zied ELOUEDI

, Eric Lefevre

Classifier fusion within the belief function framework using dependent combination rules,
The 22nd International Symposium on Methodologies for Intelligent Systems, ISMIS 2015, LNAI 9384 Springer, 133–138, Lyon, France, 21-23 Octobre , 2015

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

A Tolerance-Based Semantics of Temporal Relations: First Steps,
Allen temporal relations is a well-known formalism used for modeling and handling temporal data. This paper discusses an idea to introduce some flexibility in defining such relations between two fuzzy time intervals. The key concept of this approach is a fuzzy tolerance relation conveniently modeled. Tolerant Allen temporal relations are then defined using the dilated and the eroded intervals of the initial fuzzy time intervals. This extension of Allen relation is investigated for the purpose of temporal databases querying thanks to the language TSQLf introduced in our previous works. , 2015

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

Vers des Relations Temporelles Tolérantes,
Les relations temporelles d’Allen forment un formalisme bien connu et utilisé pour la modélisation et la manipulation des données temporelles. Ce papier discute une nouvelle idée permettant d’introduire une certaine souplesse dans la définition des relations entre deux intervalles de temps flous. Le concept clé de cette approche est une relation de tolérance floue convenablement modélisée. Des relations temporelles d’Allen tolérantes sont définies au moyen d’opérations de dilatation et d'érosion appliquées sur les intervalles de temps initiaux. Cette extension des relations d’Allen est étudiée dans un but d’interrogation de bases de données temporelles à l’aide du language TSQLf introduit dans un précédent travail. , 2015

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

AN ADVANCED TOOL FOR MANAGING FUZZY COMPLEX TEMPORAL INFORMATION,
Time has a crucial role in many real-life applications. Allen temporal relations are one of the most used and known formalisms for modelling and handling temporal data. This paper discusses an idea to introduce some kind of flexibility in defining such relations between two fuzzy time intervals. The key concept of this approach is a fuzzy tolerance relation conveniently modelled. Tolerant Allen temporal relations are then defined using the dilated and the eroded intervals of the initial fuzzy time intervals. By leveraging some particular fuzzy indices to compare two fuzzy time intervals, this extension of Allen relations is implemented in Fuzz-TIME tool developed in our previous works. , 2015

Aymen HajKacem

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Parallel K-prototypes for Clustering Big Data, ICCCI 2015,
<p>In Proceedings of the International conference ICCI 2015, , pages 627-238, Madrid, ESP.</p> , 2015

Aymen HajKacem

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

MapReduce-based K-Prototypes Clustering Method for Big Data,
<p>In Proceedings of the IEEE International conference DSAA&#39;2015, Paris, France.</p> , 2015

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Empirical study of social collaborative filtering algorithm,
In the 8th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2016), Springer, Da Nang, Vietnam, 14-16 March, pages 85-95. , 2015
[BibTeX...]
Télécharger: http://link.springer.com/chapter/10.1007/978-3-662-49390-8_8

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Collaborative recommendation for E-Tourisme: New algorithm,
In the 16th International Workshop on Human-Computer Interaction, Tourism and Cultural Heritage (HCITOCH 2015), Ravenna, Italy, 22-24 September. (Short paper). , 2015
[BibTeX...]
Télécharger: http://www.ainci.com/HCITOCH-2015/workshop_hcitoch_2015_program.html

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Overview of partitional overlapping clustering methods. ,
<p>Partitional Clustering Algorithm (PCA) pp 245-275. Springer</p> , 2015 http://springer.libdl.ir/chapter/10.1007/978-3-319-09259-1_8

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Généralisation des k-moyennes pour produire des recouvrements ajustables.,
<p>In Proceedings of the International Conference on Extraction et Gestion des Connaissances (EGC), pages 221-232, Rennes, France.</p> , 2015

Bouaguel Waad

, Ghazi Bel Mufti

, Mohamed Limam

Similarity aggregation a new version of rank aggregation applied to credit scoring case. ,
International Conference on Mining Intelligence and Knowledge Exploration (MIKE2013), Tamil Nadu, India, 18-20 December, pp.618-628. , 2015

Fatma Ezzahra Bousnina

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Ludovic Liétard

, Boutheina Ben Yaghlane

A New Formalism for Evidential Databases,
, 2015

Fatma Ezzahra Bousnina

, Mohamed Anis Bach Tobji

, Mouna Chebbah

, Ludovic Liétard

, Boutheina Ben Yaghlane

A New Formalism for Evidential Databases,
22nd International Symposium, ISMIS 2015, Lecture Notes in Computer Science, Lyon, France, October 21-23, 2015 , 2015

Haïfa Nakouri

, Mohamed Limam

Incremental generalized low rank approximation of matrices for visual learning and recognition,
Pattern Recognition and Image Analysis (PRIA). Vol.25(1), pp. 68-72 , 2015
[BibTeX...]
@article{nakouri2015incremental, title={Incremental generalized low rank approximation of matrices for visual learning and recognition}, author={Nakouri, H and Limam, M}, journal={Pattern Recognition and Image Analysis}, volume={25}, number={1}, pages={68--72}, year={2015}, publisher={Springer} }

Hiba Yahyaoui

, Takwa Tlili

, Saoussen Krichen

A randomized multi-start genetic algorithm for the one commodity pickup-and-delivery traveling salesman problem,
2nd BRICS Congress on Computational Intelligence (ICSI-CCI’15). Springer-Verlag, Lecture Notes in Computer Science (LNCS). Beijing, Chine , 2015

Imen Boukhris

, Raouia Ayachi

, Zied Elouedi

, Sehl Mellouli

, Nahla Ben Amor

Decision Model for Policy-Makers in the Context of Citizens Engagement,
Accepté pour publication dans Application on Participatory budgeting, Social Science Computer Review ( SSCR ) , 2015

Kaouther Ben Ali

, Zeineb Chelly

, Zied ELOUEDI

A New Version of the Dendritic Cell Immune Algorithm based on the K-Nearest Neighbors,
The 22nd International Conference on Neural Information Processing, ICONIP 2015, LNCS 9489 Springer, 688–695, Istanbul, Turquie, 9-12 Novembre , 2015

M. Ben Aissia

, A.Badreddine

, N. Ben Amor

Uncertainty Management in Multi-leveled Risk Assessment: Context of IMS-QSE,
International Conference on Industrial, Engineering and other Applications of Applied Intelligence (IEA/AIE 2015), pp. 3-12, Springer- Verlag, , 2015

M.Ben Aissia

, Ahmed Badreddine

, Nahla Ben Amor

Uncertainly management in multi-leveled assessment,
Context of IMS-QSE, 28th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent systems ( IEA-AIE'2015 ), Lecture Notes in Artificial Intelligence, Seoul ( Korea ), 8-10 Juin , 2015

Manel Ayadi

, Nahla Ben Amor

Multi-round vote elicitation for manipulation under candidate uncertainty,
International Conference on Tools with Artificial Intelligence(ICTAI) , 2015

Manel Ayadi

, Nahla Ben Amor

Multi-round vote elicitation for manipulation under candidate uncertainty,
Logique Floue et ses Applications (LFA) , 2015

Manel Ayadi

, Nahla Ben Amor

Elicitation for Manipulation under Candidate Uncertainly,
27th IEEE Internatioanl Conference on Tools with Artificial Intelligence ( ICTAI'2015 ),Vietri sul Mare (Italie), 9-11 Novembre , 2015

Manel Slokom

, Raouia Ayachi

A new item-based recommendation approach under a possibilistic framework,
5th International Workshop on Combinations of Intelligent Methods and Applications (CIMA'2015), Vietri sul Mare (Italie) , 2015

Manel Slokom

, Raouia Ayachi

Towards a new possibilistic collaborative filtering approach,
Second International Conference on Computer Science, Computer Engineering, and Social Media (CSCESM'2015), Lodz (Poland) , 2015

Mariem Ajabi

, Imen BOUKHRIS

, Zied ELOUEDI

Big Data Classification using Belief Decision Trees: Application to Intrusion Detection,
The 1st International Symposium on Advanced Intelligent Systems and Informatics, AISI 2015, Advances in Intelligent Systems and Computing 407, Springer, 369-379, Beni Suef, Egypte, 28-30 Novembre , 2015

Mariem Bambia

, Mohand Boughanem

, Rim Faiz

Un modèle de langue pour l'estimation de la fraîcheur et la pertinence des documents Web,
Un système de recherche d’information performant doit satisfaire les différents types de besoins des utilisateurs visant une variété de catégories de requêtes. Ces catégories comprennent les requêtes sensibles au temps où le contenu récent est l’exigence principale de l’utilisateur. Cependant, l’utilisation des caractéristiques temporelles des documents pour mesurer leur fraîcheur reste une tâche difficile étant donné que ces caractéristiques ne sont pas représentées avec précision dans les documents récents. Dans cet article, nous proposons un modèle de langue qui estime la pertinence et la fraîcheur des documents vis-à-vis des requêtes sensibles au temps réel. Notre approche modélise la fraîcheur en exploitant des sources d’information fraîches, plus précisément des termes extraits à partir des tweets récents et thématiquement pertinents par rapport à la requête de l’utilisateur. Nos expérimentations montrent que l’extraction des termes frais à partir de Twitter améliore les résultats de recherche requis par l’utilisateur. , 2015
[BibTeX...]
@inproceedings{conf/inforsid/BambiaBF15, added-at = {2015-06-06T00:00:00.000+0200}, author = {Bambia, Mariem and Boughanem, Mohand and Faiz, Rim}, biburl = {http://www.bibsonomy.org/bibtex/20c25b35a060c904249400b5226f943dd/dblp}, booktitle = {INFORSID}, crossref = {conf/inforsid/2015}, ee = {http://inforsid.fr/Biarritz2015/wp-content/uploads/actes2015/re3.pdf}, interhash = {b8ca277b885c3ba00b1db69d0ad6c0d6}, intrahash = {0c25b35a060c904249400b5226f943dd}, keywords = {dblp}, pages = {317-330}, timestamp = {2015-06-19T15:31:17.000+0200}, title = {Un modèle de langue pour l'estimation de la fraîcheur et la pertinence des documents Web.}, url = {http://dblp.uni-trier.de/db/conf/inforsid/inforsid2015.html#BambiaBF15}, year = 2015 }

Mariem Bambia

, Rim Faiz

FRel: A Freshness Language Model for Optimizing Real-Time Web Search,
An effective information retrieval system must satisfy different users search intentions expecting a variety of queries categories, comprising recency sensitive queries where fresh content is the major user’s requirement. However, using temporal features of documents to measure their freshness remains a hard task since these features may not be accurately represented in recent documents. In this paper, we propose a language model which estimates the topical relevance and freshness of documents with respect to real-time sensitive queries. In order to improve recency ranking, our approach models freshness by exploiting terms extracted from recently posted tweets topically relevant to each real-time sensitive query. In our experiments, we use these fresh terms to re-rank initial search results. Then, we compare our model with two baseline approaches which integrate temporal relevance in their language models. Our results show that there is a clear advantage of using microblogs platforms, such as Twitter, to extract fresh keywords. , 2015
[BibTeX...]
@inproceedings{DBLP:conf/csoc/BambiaF15, author = {Mariem Bambia and Rim Faiz}, title = {FRel: {A} Freshness Language Model for Optimizing Real-Time Web Search}, booktitle = {Intelligent Systems in Cybernetics and Automation Theory - Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 2: Intelligent Systems in Cybernetics and Automation Theory}, pages = {207--216}, year = {2015}, crossref = {DBLP:conf/csoc/2015-2}, url = {http://dx.doi.org/10.1007/978-3-319-18503-3_21}, doi = {10.1007/978-3-319-18503-3_21}, timestamp = {Thu, 30 Jul 2015 15:59:40 +0200}, biburl = {http://dblp.dagstuhl.de/rec/bib/conf/csoc/BambiaF15}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Mariem Bambia

, Mohand Boughanem

, Rim Faiz

Context-Awareness and Viewer Behavior Prediction in Social-TV Recommender Systems: Survey and Challenges,
This paper surveys the landscape of actual personalized TV recommender systems, and introduces challenges on context-awareness and viewer behavior prediction applied to social TV-recommender systems. Real data related to the viewers behaviors and the social context have been picked up in real-time through a social TV platform. We highlighted the future benefits of analyzing viewer behavior and exploiting the social influence on viewers’s preferences to improve recommendation in respect with TV contents’ change. , 2015
[BibTeX...]
@inproceedings{conf/adbis/BambiaFB15, added-at = {2015-09-21T00:00:00.000+0200}, author = {Bambia, Mariem and Faiz, Rim and Boughanem, Mohand}, biburl = {http://www.bibsonomy.org/bibtex/222fc684cea50a9ab8ba03621dcbf0078/dblp}, booktitle = {ADBIS (Short Papers and Workshops)}, crossref = {conf/adbis/2015w}, editor = {Morzy, Tadeusz and Valduriez, Patrick and Bellatreche, Ladjel}, ee = {http://dx.doi.org/10.1007/978-3-319-23201-0_7}, interhash = {60fc14ba98a65be878ebf46468dac5e6}, intrahash = {22fc684cea50a9ab8ba03621dcbf0078}, isbn = {978-3-319-23200-3}, keywords = {dblp}, pages = {52-59}, publisher = {Springer}, series = {Communications in Computer and Information Science}, timestamp = {2015-09-22T11:34:12.000+0200}, title = {Context-Awareness and Viewer Behavior Prediction in Social-TV Recommender Systems: Survey and Challenges.}, url = {http://dblp.uni-trier.de/db/conf/adbis/adbis2015w.html#BambiaFB15}, volume = 539, year = 2015 }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Apprentissage des réseaux possibilistes à partir de données,
Revue d'Intelligence Artificielle 29(2): 229-252 , 2015 http://ria.revuesonline.com/article.jsp?articleId=20895
[BibTeX...]
@article{appel992apprentissage, title={Apprentissage des r{\'e}seaux possibilistes {\`a} partir de donn{\'e}es}, author={Haddad, Maroua and Ben Amor, Nahla and Leray, Philippe}, journal={Revue d'Intelligence Artificielle}, volume={29(2)}, pages={229-252} }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

learning possibilistic networks from data : a survey,
16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT) , 2015 http://www.atlantis-press.com/php/paper-details.php?id=23541
[BibTeX...]
@inproceedings{HaddadLIFSA, author = {Maroua Haddad and Philippe Leray and Nahla Ben Amor}, title = {learning possibilistic networks from data : a survey}, booktitle = {16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT)}, year=2015, pages = {194--201} }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Evaluating Product-Based Possibilistic Networks Learning Algorithms,
ECSQARU 2015: 312-321 , 2015 http://link.springer.com/chapter/10.1007%2F978-3-319-20807-7_28
[BibTeX...]
@inproceedings{HaddadLA15, author = {Maroua Haddad and Philippe Leray and Nahla Ben Amor}, title = {Evaluating Product-Based Possibilistic Networks Learning Algorithms}, booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty}, year=2015 pages = {312--321}, }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Apprentissage des réseaux possibilistes à partir de données : un survol ,
Accépté pour publication dans Revue d'Intelligence Artificielle,29(2) , pp.229-252 , 2015

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Learning possibilistic networks from data : a survey ,
16th World Congress of the International Fuzzy Systems Association ( IFSA ) and the 9th Conference of the European Society for Fuzzy Logic and Technology ( EUSFLAT ), Gijon, Asturias (Espagne ),30 Juin-3 Juillet , 2015

Marouene CHAIEB

, Jaber JEMAI

, Khaled MELLOULI

Decomposability Conditions of Combinatorial Optimization Problems,
Combinatorial Optimization Problems (COP) are generally complex and difficult to solve as a single monolithic problem. Thus, the process to solve the main initial COP may pass through solving intermediate problems and then combining the obtained partial solutions to find initial problem’s global solutions. Such intermediate problems are supposed to be easier to handle than the initial problem. To be modeled using the hierarchical optimization framework, the master problem should satisfy a set of desirable conditions. These conditions are related to some characteristics of problems which are: multi-objectives problem, over constrained problems, conditions on data and problems with partial nested decisions. For each condition, we present supporting examples from the literature where it was applied. This paper aims to propose a new approach dealing with hard COPs particularly when the decomposition process leads to some well-known and canonical optimization sub-problems. , 2015 http://link.springer.com/chapter/10.1007%2F978-3-319-19066-2_24#page-1

Marouene CHAIEB

, Jaber JEMAI

, Khaled MELLOULI

On the Relationships Between Sub Problems in the Hierarchical Optimization Framework,
In many optimization problems, there may exist multiple ways in which a particular hierarchical optimization problem can be modeled. In addition, the diversity of hierarchical optimization problems requires different types of multilevel relations between sub-problems. Thus, the approximate and accurate representations and solutions can be integrated. That is, to address the how partial solutions of sub-problems can be reintegrated to build a solution for the main problem. The nature of relations between components differs from one decomposition strategy to another. In this paper, we will investigate the possible links and relationships that may appear between sub-problems. , 2015 http://link.springer.com/chapter/10.1007%2F978-3-319-19066-2_23#page-1

Marouene CHAIEB

, Jaber JEMAI

, Khaled MELLOULI

A four-decomposition strategies for hierarchically modeling combinatorial optimization problems: framework, conditions and relations,
We address the problem of modeling combinatorial optimization problems (COP). COPs are generally complex problems to solve. So a good modeling step is fundamental to make the solution easier. Our approach orients researches to choose the best modeling strategy from the beginning to avoid any problem in the solving process. This paper aims at proposing a new approach dealing with hard COPs particularly when the decomposition process leads to some well-known and canonical optimization sub-problems. We tried to draw a clear framework that will help to model hierarchical optimization problems. The framework will be composed by four decomposition strategies which are: objective based decomposition; constraints based decomposition, semantic decomposition and data partitioning strategy. For each strategy, we present supporting examples from the literature where it was applied. But, not all combinatorial problems can be benefit from the outcomes and benefits of modeling problems hierarchically, rather only particular problems can be modeled like a hierarchical optimization problem. Thus, we propose a set of decomposability conditions for decomposing COPs. Furthermore, we define the types of relationships between obtained sub-problems and how partial solutions can be merged to obtain the final solution. , 2015 http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7237081&url=http%3A%2F%2Fi...

Marouene CHAIEB

, Jaber JEMAI

, Khaled MELLOULI

A hierarchical decomposition framework for modeling combinatorial optimization problems,
Complex Optimization Problems has existed in many fields of science, including economics, healthcare, logistics and finance where a complex problem has to be solved. Thus, modeling a complex problem is a fundamental step to relax its complexity and achieve to a final solution of the master problem. Hierarchical optimization is a main step in optimization problems handling process. It consists of decomposing an optimization problem into two or more sub-problems; each sub-problem has its own objectives and constraints. It will help to prove the correct understanding and represent the problem in a different form that facilitates its solving. In this work, we stipulate that a hierarchical decomposition of complex problems can yield to more effective solutions. The proposed framework will contain four possible strategies which will be detailed through this paper; objective based decomposition; constraints based decomposition, semantic decomposition and data partitioning strategy. Each strategy will be argued by a set of examples from the literature to validate our framework. However, some conditions shall be verified to model the problem using such conditions are problems' characteristics that will help to identify if a combinatorial optimization problem can be modeled within the proposed framework and they are detailed in the following subsections. , 2015 http://www.sciencedirect.com/science/article/pii/S1877050915022966

Mohamed Aymen Ben HajKacem

, Chiheb-Eddine Ben N cir

, Nadia Essoussi

MapReduce-based K-Prototypes Clustering Method for Big Data,
2015 International Conference on Data Science and Advanced Analytics, DSAA 2015, 19-23 October, Paris, France , 2015

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo : a serendipitous strategy for causal discovery and ontology evolution,
Knowledge -Based Systems, 76 , pp. 79-95 Elsevier , 2015

Mouna Ben Ishak

, Philippe Leray

, Nahla Ben Amor

Probabilistic Relational Model Benchmark Generation : Principle and Application,
Intelligent Data Analysis International Journal,IOS Press,20 (3) , 2015

Mouna Chebbah

, Mouloud Kharoune

, Arnaud Martin

, Boutheina Ben Yaghlane

Considérant la dépendance dans la théorie des fonctions de croyance,
Revue des Nouvelles Technologies de l'Information, RNTI-E-27, pp. 43-64 , 2015

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Combining partially independent belief functions,
vol. 72, pp. 31-40. , 2015

Nahla Ben Amor

, Hélène Fargier

, Fatma Essghaier

Décision collective sous incertitude possibiliste : principes et axiomatisation,
Accepté pour publication dans Revue d'Intelligence Artificielle (sélection de LFA'2014) , 2015

Nahla Ben Amor

, Fatma Essghaier

, Hélène Fargier

Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainly : Principles and Characterization ,
29th AAAI Conference on Artificial Intelligence ( AAAI'2015 ), Austin Texas ( USA ), 25-29 Janvier , 2015

Nessrine El Hadj Salem

, Pr. Allel Hadjali

, Pr. Boutheina Ben Yaghlane

, Aymen Gammoudi

An Evidential Approach for Managing Temporal Uncertainty,
, 2015

Nessrine El Hadj Salem

, Allel Hadjali

, Boutheina Ben Yaghlane

, Aymen Gammoudi

Une Approche Crédibiliste pour la Gestion de l’Incertitude Temporelle,
L’article présente une approche fondée sur les fonctions de croyances pour représenter l’incertitude des relations temporelles dans le cadre de l’algèbre des points. Nous montrons comment le concept des fonctions de masse permet de modéliser la connaissance incertaine sur les relations possibles entre instants. L’incertitude peut aussi être exprimée au moyen d’un vecteur de mesures de croyance. Un ensemble de règles permettant de raisonner sur des relations temporelles crédibilistes est aussi établi. , 2015

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A Multi-criteria Evolutionary Algorithm for Large Volume Surveillance Problems,
11th Metaheuristics International Conference (MIC’15) , 2015

Oumaima Boussarsar

, Imen BOUKHRIS

, Zied ELOUEDI

Inference in junction trees using the belief function theory,
The Thirteenth International on Intelligent Systems Design and Applications, ISDA 2015, IEEE, Marrakesh, Maroc, 14-16 Décembre , 2015

Oumayma Bahri

, Nahla Ben Amor

, El-Ghazali Talbi

Robustness Approach for Multi-objective Optimization under Uncertainty,
11th Metaheuristics International Conference (MIC'15), Agadir, Morocco. , 2015

Raouia Ayachi

, Imen Boukhris

, Sehl Mellouli

, Nahla Ben Amor

, Zied Elouedi

Proactive and Reactive E-government Services Recommendation,
Accepté pour publication dans Universal Access in the information Society , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

Prédiction des liens dans les réseaux sociaux dans le cadre de la théorie des fonctions de croyance,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2015, 97-104, Poitiers, France, 5-6 Novembre , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

The Link Prediction Problem Under a Belief Function Framework,
The 27th International Conference on Tools with Artificial Intelligence, ICTAI 2015, IEEE, Vietri Sul mare, Italy, 9-11 November , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefèvre

Evidential Link Prediction Based on Group Information,
The Third International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2015, 482-492, Springer, Hyderabad, India, 9-11 December , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

Evidential Missing Link Prediction in Uncertain Social Networks,
The 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, Part I, CCIS 611 Springer, 274-285, Eindhoven, Hollande, 20-24 Juin , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

Community Detection for Graph-based Similarity: Application to Protein Binding Pockets Classification,
Pattern Recognition Letters, 62, 49-54 , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefvre

Evidential Link Prediction Based on Group Information,
The Third International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2015, LNCS 9468 Springer, 482-492, Hyderabad, Inde, 9-11 Décembre , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

The Link Prediction Problem Under a Belief Function Framework,
The 27th International Conference on Tools with Artificial Intelligence, ICTAI 2015, 1013-1020, Vietri Sul mare, Italie, 9-11 Novembre , 2015

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

, Eric Lefevre

Prédiction des liens dans les réseaux sociaux dans le cadre de la théorie des fonctions de croyance,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2015, 97-104, Poitiers, France, 5-6 Novembre , 2015

Saoussen Krichen

, Takwa Tlili

Introduction à la Théorie des graphes,
ISTE-Editions, Londres , 2015

Siwar Jendoubi

, Arnaud Martin

, Ludovic Liétard

, Boutheina Ben Yaghlane

, Hend Ben Hadji

Dynamic Time Warping Distance for Message Propagation Classification in Twitter,
ECSQARU , 2015

Sleh El Fidha

, Nahla Bern Amor

Probabilistic Weighted CP-nets ,
7th International KES Conference on Intelligent Decision Technologies ( KES-IDT'2015 ), Sorrento ( Italie),17-19 juin , 2015

Takwa Tlili

, Saoussen Krichen

, Ghofrane Drira

, Sami Faiz

On solving the multi-depot vehicle routing problem,
3rd International Conference on Advanced Computing, Networking, and Informatics (ICACNI’15). Springer-Verlag, Smart Innovation, Systems and Technologies (SIST). Odisha, Inde , 2015

Takwa Tlili

, Saoussen Krichen

On solving the double loading problem using a modified particle swarm optimization,
Theoretical Computer Science. 589: 118-128 , 2015

Takwa Tlili

, Saoussen Krichen

A decision support system for multi-depot vehicle routing problem,
3rd International conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO’15). Springer-Verlag, Advances in Intelligent Systems and Computing. Metz, France , 2015

Takwa Tlili

, Hiba Yahyaoui

, Saoussen Krichen

A VNS-based hyper-heuristic for the quadratic multiple knapsack problem,
6th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD’15). Springer-Verlag, Studies in Computational Intelligence (SCI). Takamatsu, Japon , 2015

Takwa Tlili

, Francisco Chicano

, Saoussen Krichen

, Enrique Alba

Evolutionary Algorithm based on Partition Crossover (EAPX) for the Vehicle Routing Problem,
7th International Conference on Intelligent Networking and Collaborative Systems (INCoS’15). IEEE-Computer Society.Taipei, Taïwan , 2015

Wided Guezguez

, Rania Zaini

, Ebtehal Quqandi

A multi criteria decision making model for software selection to build e-portfolio, The Fifth International Conference on e-learning "Cognitively informed technology", IEEE. October 2015.,
, 2015

Zeineb Chelly

, Zied ELOUEDI

Hybridization schemes of the fuzzy dendritic cell immune binary classifier based on different fuzzy clustering techniques,
New Generation Computing, 33(1), 1-31 , 2015

Abir Smiti

, Zied Elouedi

WCOID-DG: an approach for case base maintenance based on Weighting, Clustering, Outliers, Internal Detection and Dbsan-Gmeans,
Journal of Computers and Systems Sciences, 80, 27-38 , 2014

Abir Smiti

, Zied Elouedi

Maintaining case based reasoning systems based on soft competence model.,
Proceedings of the 9th International Conference on Hybrid Artificial Intelligence Systems, Springer, HAIS’2014, Lecture Notes in Computer Science, 666-677. , 2014

Abir Smiti

, Zied ELOUEDI

WCOID-DG: An Approach for Case Base Maintenance Based on Weighting, Clustering, Outliers, Internal Detection and Dbsan-Gmeans.,
Journal of Computer and System Sciences, Elsevier, 80 (1), 27-38. , 2014

Abir Smiti

, Zied Elouedi

Case-deletion strategy for maintaining the Case Based Reasoning system,
Proceedings of the Second World Conference on Complex Systems IEEE. (WCCS 2014). Pages 37- 42. Agadir. , 2014

Abir Smiti

, Zied ELOUEDI

Case deletion strategy for maintaining the case based reasoning systems,
The 2nd World Conference on Complex Systems, WCCS 2014, 37-42, Agadir, Maroc, 10-12 Novembre , 2014

ABIR SMITI

, Zied ELOUEDI

Competence of Case-Based Reasoning System Utilizing a Soft Density-Based Spatial Clustering of Application with Noise Method,
Chapitre d’ouvrage dans Issues and Challenges in Artificial Intelligence, Studies in Computational Intelligence SCI 559 Springer, 47-56 , 2014

Abir Smiti

, Zied ELOUEDI

Maintaining Case Based Reasoning systems based on soft competence model,
The 9th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2014, LNAI 8480 Springer, 666–677, Salamanca, Espagne, 11-13 Juin , 2014

Ahmed Badreddine

, Taieb Ben Romdhane

, Mohamed Aymen Ben Haj Kacem

, Nahla Ben Amor

A new multi-objectives approach to implement preventive and protective barriers in bow tie diagram,,
Journal of Loss Prevention in the Process Industries, volume 32, pp 238–253 , , 2014

Ahmed Badreddine

, Mohamed Aymen Ben HajKacem

, Nahla Ben Amor

A Three Stages to Implement Barriers in Bayesian-Based Bow Tie Diagram,
The 27th International Conference on Industrial, Engineering and other Applications of Applied Intelligence (IEA/AIE 2014) 9-11 juin, Kaohsiung, Taiwan , 2014

Ahmed Badreddine

, T.Ben Romdhane

, Mohamed Aymen Ben Haj Kacem

, Nahla Ben Amor

A New Multi-objectives Approach to Implement Preventive and Protective Barriers in Bow Tie Diagram,
Journal of Loss Prevention in the Process Industries, Elsevier, 32,pp 238-253 , 2014

Ahmed Badreddine

, Mohamed Aymen Ben HajKacem

, Nahla Ben Amor

A Three Stages to Implement Barriers in Bayesian-Based Bow Tie Diagram ,
27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems,( IEA / AIE'2014 ), LNCS Springer, pp 32-41, Kaohsiung ( Taiwan ), 3-6 Juin , 2014

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Multi-Criteria Decision Making Method with Belief Preference Relations,
International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, IJUFKS, 22(4) , 2014

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Multi-Criteria Decision Making Method with Belief Preference Relations,
International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, IJUFKS, 22(4), 573-590 , 2014

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Modeling Qualitative Assessments under the Belief Function Framework,
The Third International Conference on Belief Functions, Belief 2014, LNAI 8764 Springer, 171–179, Oxford, Angleterre, 26-28 Septembre , 2014

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

An Extension of the Analytic Hierarchy Process Method Under the Belief Function Framework,
The 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, Part III, CCIS 444 Springer, 233–242, Montpellier, France, 15-19 Juillet , 2014

Amira Essaid

, Arnaud Martin

, Grégory Smits

, Boutheina Ben Yaghlane

A Distance-Based Decision in the Credal Level,
In proceedings of the 12th International Conference on Artificial Intelligence and Symbolic Computation (AISC'14), Seville, Spain, pages 147-156 , 2014

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Meta-clustering approach using possibilistic membership: Application to Retail Datasets,
The 2nd World Conference on Complex Systems, WCCS 2014, 49-54, Agadir, Maroc, 10-12 Novembre , 2014

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Rough possibilistic meta-clustering Retail Datasets,
2014 International Conference on Data Science and Advanced Analytics, DSAA 2014, 177–183, Shanghai, Chine, 30 Octobre - 1 Novembre , 2014

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Semantically Enhanced Clustering in Retail using Possibilistic K-Modes,
The 9th International Conference on Rough Sets and Knowledge Technology, RSKT 2014, LNAI 8818 Springer, 753–764, Shanghai, Chine, 24-26 Octobre , 2014

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Decremental rough possibilistic K-Modes ,
The 2014 International Conference on Adaptive and Intelligent Systems, ICAIS'14, LNAI 8779 Springer, 50-59, Bournemouth - Angleterre, 8-10 Septembre , 2014

Aymen Gammoudi

, Allel Hadjali

, Boutheina Ben Yaghlane

An Intelligent Flexible Querying Approach for Temporal Databases,
Cet article propose une approche intelligente pour l'interrogation des bases de données temporelles en utilisant des critères temporels flous. En s’appuyant sur les relations temporelles d’Allen floues, une classe particulière de critères est étudiée. Tout d'abord, un langage de requête qui prend en charge une requête temporelle flexible est discutée. Ensuite, l'architecture et l'interface du système développé sont explicitement décrites. , 2014

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

, Mohamed Limam

Kernel based learning methods to identify overlapping clusters with linear and nonlinear boundaries.,
<p>Journal of Classification, Volume 32 (2), pages 176-211 -Springer</p> , 2014 http://www.springer.com/statistics/statistical+theory+and+methods/journal/357

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

On the Extension of k-means for Overlapping Clustering: Average or Sum of clusters' representatives ?.,
<p>In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR), pages 208-213, Vilamora, Portugal.</p> , 2014

Berrazega Ines

, Faiz Rim

, Mourad Ghasan

Informatique juridique documentaire: Vers un système de fouille dans les textes Arabes,
Colloque Annuel INFOL@NGUES 2014-sixième édition, 24-26 Avril 2014, Béja- Tunisie. Centre des Publications Universitaires, CPU 2014. , 2014

Beya Boushih

, Nahla Ben Amor

Rank Aggregation Using Active Learning in Metasearching,
2nd World conference on Complex Systems ( WCCS'2014 ), Agadir ( Maroc ),10-11 Novembre , 2014

Bouaguel Waad

, bel mufti ghazi

, Mohamed Limam

A new feature selection technique applied to credit scoring data using a rank aggregation approach based on: optimization, genetic algorithm and similarity.,
Knowledge Discovery & Data Mining (KDDM) for Economic Development: Applications, Strategies and Techniques Taylor & Francis. , 2014

Bouaguel Waad

, Ghazi Bel Mufti

An improvement direction for filter selection techniques using information theory measures and quadratic optimization,
International Journal of Advanced Research in Artificial Intelligence, Vol.1, No:5, August, pp.7-11. , 2014 http://thesai.org/Downloads/IJARAI/Volume1No5/Paper_2-An_improvement_direction_f...

Didier Dubois

, Zied ELOUEDI

, Rim Hentech

, Henri Prade

Fuzzy set-based reasoning from cases : Where we are ?,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2014, 85-92, Cargèse, France, 22-24 Octobre , 2014

Eric Lefevre

, Frédéric Pichon

, David Mercier

, Zied ELOUEDI

, Benjamin Cost

Estimation de sincérité et pertinence à partir de matrices de confusion pour la correction de fonctions de croyance,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2014, 115-122, Cargèse, France, 22-24 Octobre , 2014

H. Ben-Romdhane

, S. Krichen

Online Knapsack Problem with Items Delay,
In proceedings of the 3rd International Conference on Operations Research and Enterprise Systems (ICORES), pp. 213-220, Angers, France, 6-8 March , 2014

H. Ben-Romdhane

, S. Ben Jouida

, S. Krichen

A Dynamic Approach for the Online Knapsack Problem,
The 11th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2014), Lecture Notes in Artificial Intelligence (LNAI) 8825, pp 96–107 , 2014

H.Elouedi

, W.Meliani

, Zied Elouedi

A Hybrid Approach Based on Decision Trees and Clustering for Breast Cancer Classification ,
5th International Conference of Soft Computing and Pattern Recognition ( SoCPaR'2014 ),Hammamet ( Tunisie ), 11-14 Août , 2014

Haïfa Nakouri

, Mohamed Limam

Automatic Feature Detection and Clustering Using Random Indexing,
Proceedings of the 6th International Conference on Image and Signal Processing, ICISP 2014. Springer LNCS, Normandy, France , 2014
[BibTeX...]
@inproceedings{nakouri2014automatic, title={Automatic Feature Detection and Clustering Using Random Indexing}, author={Nakouri, Ha{\"\i}fa and Limam, Mohamed}, booktitle={International Conference on Image and Signal Processing}, pages={586--593}, year={2014}, organization={Springer} }

Haïfa Nakouri

, Mohamed Limam

{Discovering Multi-sense Features from Images Using Random Indexing,
Proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, Springer LNAI, Zakopane, Poland , 2014
[BibTeX...]
@inproceedings{nakouri2014discovering, title={Discovering Multi-sense Features from Images Using Random Indexing}, author={Nakouri, Ha{\"\i}fa and Limam, Mohamed}, booktitle={International Conference on Artificial Intelligence and Soft Computing}, pages={733--744}, year={2014}, organization={Springer} }

Haïfa Nakouri

, Mohamed Limam

Discovering Features Contexts from Images Using Random Indexing,
Proceedings of the 16th International Workshop on Combinatorial Image Analysis, IWCIA 2014. Springer LNCS, Brno, Czech Republic , 2014
[BibTeX...]
@inproceedings{nakouri2014discovering, title={Discovering Features Contexts from Images Using Random Indexing}, author={Nakouri, Ha{\"\i}fa and Limam, Mohamed}, booktitle={International Workshop on Combinatorial Image Analysis}, pages={134--145}, year={2014}, organization={Springer} }

hela masmoudi

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Identification de classes non-disjointes ayants des densités différentes.,
<p>In Proceedings of the International Conference on Extraction et Gestion des Connaissances (EGC), pages 257-268, Rennes, France.</p> , 2014

Hind Elouedi

, Walid Meliani

, Zied ELOUEDI

, Nahla BEN AMOR

A Hybrid Approach Based on Decision Trees and Clustering for Breast Cancer Classification,
The 6th International Conference of Soft Computing and Pattern Recognition, SoCOPaR 2014, 226-231, Tunis, Tunisie, 11-14 Août , 2014

Ilyes Jenhani

, Zied Elouedi

Re-visiting the Artificial Immune Recognition System: a survey and an improved version,
Artificial Intelligence Review, 42(4), 821-833 , 2014

Imen BOUKHRIS

, Salem Benferhat

, Zied ELOUEDI

Ascribing causality from observational andinterventional belief function knowledge,
Journal of Multi-Valued Logic and Soft Computing (MVLSC), 22, 459-480 , 2014

Imen Boukhris

, Raouia Ayachi

A novel personalized academic venue hybrid recommender,
15th IEEE International Symposium on Computational Intelligence and Informatics (CINTI’2014), Budapest (Hongrie) , 2014

Ines Berrazega

, Rim Faiz

, Ghassan Mourad

De l'importance de la représentation sémantique dans les systèmes de traduction automatique des documents juridiques,
Colloque International Langue et Droit- deuxième édition, 19- 21 Novembre 2014, Tozeur-Tunisie. Centre des Publications Universitaires, CPU 2014. , 2014

Jungyeul Park

, Mouna Chebbah

, Siwar Jendoubi

, Arnaud Martin

Second-order Belief Hidden Markov Models,
Belief Functions: Theory and applications, volume 8764 of Lecture Notes in Computer Science, pages 284-293, Springer International Publishing, September 26-28, Oxford, UK , 2014

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Active learning of causal bayesian networks using ontologies: a case study,
IJCNN , 2014 http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6706815&url=http%3A%2F%2Fi...
[BibTeX...]
@inproceedings{conf/ijcnn/MessaoudLA13, added-at = {2014-01-14T00:00:00.000+0100}, author = {Messaoud, Montassar Ben and Leray, Philippe and Amor, Nahla Ben}, biburl = {http://www.bibsonomy.org/bibtex/2d623fc395b84790c1e17d3f4233ed430/dblp}, booktitle = {IJCNN}, crossref = {conf/ijcnn/2013}, ee = {http://dx.doi.org/10.1109/IJCNN.2013.6706815}, interhash = {69fbc2b7680205587cf57d8b83837be5}, intrahash = {d623fc395b84790c1e17d3f4233ed430}, keywords = {dblp}, pages = {1-8}, publisher = {IEEE}, timestamp = {2014-01-14T00:00:00.000+0100}, title = {Active learning of causal Bayesian networks using ontologies: A case study.}, url = {http://dblp.uni-trier.de/db/conf/ijcnn/ijcnn2013.html#MessaoudLA13}, year = 2013 }

Mouna Ben Ishak

, Nahla Ben Amor

, Philippe Leray

Random generation and population of probabilistic relational models and databases ,
26th IEEE International Conference on Tools with Artificial Intelligence ( ICTAI'2014 ), Limassol ( Cyprus), 10-12 Novembre , 2014

Nahla Ben Amor

, hélène Fargier

, Wided Guezguez

Possibilistic Sequential Decision Making,
International Journal of Approximate Reasoning ( IJAR ), Elsevier, 55 (5), pp 1269-1300 , 2014

Nahla Ben Amor

, Didier Dubois

, Héla Gouider

, H.Prade

Possibilistic networks : A new setting for modeling preferences ,
8th International Conference on Scalable Uncertainty Management ( SUM'2014 ), LNCS Springer, Washington ( Oxford, UK ), 15-17 Septembre , 2014

Nahla Ben Amor

, Fatma Essghaier

, Hélène Fargier

Décision collective égalitariste sous incertitude possibiliste : principes et axiomatisation ,
23e Rencontres francophones sur la logique Floue et ses Applications ( LFA'2014 ), Cargèse ( France ), 22-24 Octobre , 2014

Nahla Ben Amor

, Didier Dubois

, Héla Gouider

, H.Prade

Preferences representation under the possibilistic framework : A comparative study ,
23e Rencontres francophones sur la logique Floue et ses Applications ( LFA'2014 ), Cargèse ( France ), 22-24 Octobre , 2014

Nahla Ben Amor

, Zeineb Elkhalfi

, Hélène Fargier

, Wided Guezguez

Optimiser les critères de dominance possibiliste par programmation dynamique : principes et expérimentations,
23e Rencontres francophones sur la logique Floue et ses Applications ( LFA'2014 ), Cargèse ( France ), 22-24 Octobre , 2014

Nahla Ben Amor

, Fatma Essghaier

, Hélène Fargier

Solving multi-criteria decision problems under possibilistic uncertainly using optimistic and pessimistic utilities ,
15th International Conference on Information Processing and Management of Uncertainly ( IPMU'2014 ),Communications in Computer and Information Science, Springer, pp269-279, Montpellier ( France ),15-19 Juillet , 2014

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A Multi-Objective Hybrid Ant Colony Optimization Approach Applied to the Assignment and Scheduling Problem,
International Transactions in Operational Research (ITOR), pp. 1-19, 2014 , 2014

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

A direct propagation method in singly connected causal belief networks with conditional distributions for all causes,
International Conference on Artificial Intelligence and Symbolic Computation (AISC’14), Springer, LNAI 8884, Sevilla, Spain, December 11-13, pp 64-75 , 2014

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

Inference in hybrid causal belief networks,
International Symposium on Computational Intelligence and Informatics (CINTI’14), IEEE Computer Society, Budapest, Hungary, November 19-21, pp 285-290 , 2014

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

Representing interventional knowledge in causal belief networks: uncertain conditional distributions per cause,
International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU’14), Springer, CCIS 444, Montpellier, France, July 15-19, pp 223–232 , 2014

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

L’inférence crédibilite causale dans les réseaux simplement connectés : Distributions conditionnelles définies sachant tous les parents,
Les Rencontres francophones sur la Logique Floue et ses Applications, (LFA’14), Cargèse, France, October 22-24, pp 243-250 , 2014

Oumaima Boussarsar

, Imen Boukhris

, Zied Elouedi

Inference in hybrid causal belief networks,
International Symposium on Computational Intelligence and Informatics (CINTI’14), IEEE Computer Society, Budapest, Hungary, November 19-21, pp 285-290 , 2014

Oumaima Boussarsar

, Imen BOUKHRIS

, Zied ELOUEDI

A direct propagation method in singly connected causal belief networks with conditional distributions for all causes,
The 12th International Conference on Artificial Intelligence and Symbolic Computation, AISC 2014, LNAI 8884 Springer, 64–75, Séville, Espagne, 11-13 Décembre , 2014

Oumaima Boussarsar

, Imen BOUKHRIS

, Zied ELOUEDI

Inference in hybrid causal belief networks,
The 15th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2014, 285-290, Budapest, Hongrie, 19-21 Novembre , 2014

Oumaima Boussarsar

, Imen BOUKHRIS

, Zied ELOUEDI

L’inférence crédibilite causale dans les réseaux simplement connectés : Distributions conditionnelles définies sachant tous les parents,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2014, 243-250, Cargèse, France, 22-24 Octobre , 2014

Oumaima Boussarsar

, Imen BOUKHRIS

, Zied ELOUEDI

Representing interventional knowledge in causal belief networks: uncertain conditional distributions per cause,
The 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, Part III, CCIS 444 Springer, 223–232, Montpellier, France, 15-19 Juillet , 2014

Oumayma Bahri

, Nahla Ben Amor

, El-Ghazali Talbi

New Pareto approach for ranking triangular fuzzy numbers,
15th International Conference on Information Processing and Management of Uncertainty in knowledge-based Systems (IPMU’14) , 2014
[BibTeX...]
@inproceedings{BahriIPMU, author = {Oumayma Bahri and Nahla Ben Amor and El-Ghazali Talbi}, title = {New Pareto approach for ranking triangular fuzzy numbers}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU)}, year=2014, pages = {264-273}}

Oumayma Bahri

, Nahla Ben Amor

, El-Ghazali Talbi

Optimization Algorithms for Multi-objective Problems with Fuzzy Data,
IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM) , 2014
[BibTeX...]
@inproceedings{BahriMCDM, author = {Oumayma Bahri and Nahla Ben Amor and El-Ghazali Talbi}, title = {Optimization Algorithms for Multi-objective Problems with Fuzzy Data}, booktitle = {Computational Intelligence in Multi-Criteria Decision-Making (MCDM)}, year=2014, pages = {194 - 201}}

Oumayma Bahri

, Nahla Ben Amor

, El-Ghazali Talbi

Optimization Algorithms for Multi-objective Combinatorial Problems under Uncertainty,
5th International Conference on Metaheuristics and Nature Inspired Computing (META'14), Marrakech, Moroco. , 2014

Oumayma Bahri

, Nahla BEN AMOR

, El-Ghazali Talbi

Optimization algorithms for solving multi-objective vehicle routing problem with fuzzy demands,
4th International Conference on Complex Systems and Applications, Normandie University (ICCSA'14), Le Havre, France. , 2014

Oumayma Bahri

, Nahla Ben Amor

, T. El-Ghazali

Optimization Algorithms for Multi-objective Problem with Fuzzy Data,
15th International IEEE Symposium Series on Computational Intelligence ( SCCI'2014),Orlando, Florida (USA), 9-12 Décembre , 2014

Oumayma Bahri

, Nahla Ben Amor

, T.El-Ghazali

Optimization Algorithms for solving Multi-objective VehicleRouting Problem with Fuzzy Demands,
the 4th International Conference on Complex Systems and Applications ( ICCSA'2014 ),Normandie University, Le Havre,France - 23-26 Juin , 2014

Oumayma Bahri

, Nahla Ben Amor

, T.El-Ghazali

New Pareto approach for ranking triangular fuzzy numbers,
15th International Conference on Information Processing and Management of Uncertainly ( IPMU'2014 ),Communications in Computer and Information Science, Springer, pp 264-273, Montpellier ( France ),15-19 Juillet , 2014

Pawan Lingras

, Ahmed Elagmy

, Asma Ammar

, Zied Elouedi

Iterative Meta-Clustering through Granular Hierarchy of Supermarket Customers and Products,
Information Sciences, 257, 14-31 , 2014

Rahma Ferjani

, Imen BOUKHRIS

, Zied ELOUEDI

Belief influence diagrams,
The 15th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2014, 73-78, Budapest, Hongrie, 19-21 Novembre , 2014

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Inference using compiled min-based possibilistic causal networks in the presence of interventions,
Fuzzy Sets and Systems (FSS), Volume 239, p. 104-136 , 2014

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

A generic framework for a compilation-based inference in probabilistic and possibilistic networks,
Information Sciences (INS), Volume 257, p. 342-356 , 2014

Raouia Ayachi

, Nahla Ben Amor

, Slim Benferhat

A generic framework for a compliation-based inference in probabilistic and possibilistic networks ,
Information Science journal, Elsevier ( sélection de WILF'2011), 257 , pp 342-356 , 2014

Raouia Ayachi

, Nahla Ben Amor

, Slim Benferhat

Inference Compiled Min-Based Possibilistic Causal Networks in presence of Interventions,
Fuzzy Sets and Systems ( FSS ) (sélection de ECSQARU'2011), 239, pp 104-136 , 2014

Rezgui Amira

, Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Overlapping clustering with outliers detection.,
<p>In Proceedings of the International Conference on Pattern recognition Applications and Methods (ICPRAM), pages 279-286, Angers, France.</p> , 2014

S. Ben Jouida

, H. Ben-Romdhane

, S. Krichen

Solving the Bilateral Group Selection Problem using Optimal Stopping Options,
International Journal of Operational Research. (In press) , 2014

Sabrine Ben Abdrabbah

, Nahla Ben Amor

, Raouia Ayachi

Collaborative filtering based on dynamic community detection,
2ed International Workshop on Dynamic Networks and Knowledge Discovery ( DyNak2 ) workshop of ECML/PKDD conference, Nancy ( France ), 15-19 Septembre , 2014

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

Community Detection for Graph-based Similarity: Application to Protein Binding Pockets Classification,
Pattern Recognition Letters, 62, 49 - 54 , 2014

Sabrine Mallek

, Imen BOUKHRIS

, Zied ELOUEDI

Predicting Proteins Functional Family: A Graph-based Similarity Derived from Community Detection,
The 7th International Conference on Intelligent Systems, IS’14, Advances in Intelligent Systems and Computing 323 Springer, 529-639, Varsovie, Pologne, 24-26, Septembre , 2014

Salsabil Trabelsi

, Zied ELOUEDI

, Mouna El Aroui

Incremental Induction of Belief Decision Trees in Averaging Approach,
The 25th International Conference on Database and Expert Systems Applications, DEXA 2014, Part I, LNCS 8644 Springer, 454–461, Munich, Allemagne, 1-5 Septembre , 2014

Saoussen Krichen

, Sami Faiz

, Takwa Tlili

, Khaoula Tej

Tabu-based GIS for solving the vehicle routing problem,
Expert Systems with Applications. 41: 6483–6493 , 2014

Sarra Ben Hariz

, Zied Elouedi

New Dynamic Clustering Approaches within Belief Function Framework,
Intelligent Data Analysis, 18(3), 409-428 , 2014

Siwar Jendoubi

, Arnaud Martin

, Ludovic Liétard

, Ben Yaghlane Boutheina

Classification of message spreading in a heterogeneous social network,
IPMU , 2014

Sleh El Fidha

, Nahla Ben Amor

Multi-agents CP-NETS with incomplete and different structures ,
5th International Conference of Soft Computing and Pattern Recognition ( SoCPaR 2013 ),Hammamet (Tunisie), 11-14 Août , 2014

Takwa Tlili

, Saoussen Krichen

An Iterated Local Search Platform for Transportation Logistics,
29th International Symposium on Computer and Information Sciences (ISCIS’14), Springer, LNEE, October. Krakow, Poland , 2014

Takwa Tlili

, Saoussen Krichen

, Sami Faiz

Simulated annealing-based decision support system for routing problems,
IEEE International Conference on Systems, Man, and Cybernetics (SMC’14), IEEE-Computer Society. San Diego, California, USA , 2014

Wafa Laâmari

, Narjes Ben Hariz

, Boutheina Ben Yaghlane

Approximate Inference in Directed Evidential Networks with Conditional Belief Functions Using the Monte Carlo Algorithm,
The 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based System, IPMU 2014, Part III CCIS 444 Springer, Montpellier, France, July 15-19, pp 486-497 , 2014
[BibTeX...]
@inproceedings{LaamariHY14, title = {Approximate Inference in Directed Evidential Networks with Conditional Belief Functions Using the Monte Carlo Algorithm}, author = {Wafa Laâmari and Narjes Ben Hariz and Boutheina Ben Yaghlane}, year = {2014}, doi = {http://dx.doi.org/10.1007/978-3-319-08852-5_50}, researchr = {http://researchr.org/publication/LaamariHY14}, cites = {0}, citedby = {0}, pages = {486-497}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III}, editor = {Anne Laurent and Olivier Strauss and Bernadette Bouchon-Meunier and Ronald R. Yager}, volume = {444}, series = {Communications in Computer and Information Science}, publisher = {Springer}, isbn = {978-3-319-08851-8}, }

Wafa Laâmari

, Boutheina Ben Yaghlane

Reasoning in Singly-Connected Directed Evidential Networks with Conditional Beliefs,
The 8th Hellenic Conference on Artificial Intelligence, SETN 2014, Lecture Notes in Computer Science 8445 Springer, Ioannina, Greece, May 15-17, pp 221-236 , 2014
[BibTeX...]
@inproceedings{LaamariY14, title = {Reasoning in Singly-Connected Directed Evidential Networks with Conditional Beliefs}, author = {Wafa Laâmari and Boutheina Ben Yaghlane}, year = {2014}, doi = {http://dx.doi.org/10.1007/978-3-319-07064-3_18}, researchr = {http://researchr.org/publication/LaamariY14}, cites = {0}, citedby = {0}, pages = {221-236}, booktitle = {Artificial Intelligence: Methods and Applications - 8th Hellenic Conference on AI, SETN 2014, Ioannina, Greece, May 15-17, 2014. Proceedings}, editor = {Aristidis Likas and Konstantinos Blekas and Dimitris Kalles}, volume = {8445}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, isbn = {978-3-319-07064-3}, }

Wiem Maalel

, Kuang Zhou

, Arnaud Martin

, Zied ELOUEDI

Belief Hierarchical Clustering ,
The Third International Conference on Belief Functions, Belief 2014, LNAI 8764 Springer, 68–76, Oxford, Angleterre, 26-28 Septembre , 2014

Yosra Ben Slimen

, Raouia Ayachi

, Nahla Ben Amor

Probability-Possibility Transformation: Application to Bayesian and Possibilistic Networks,
10th International Workshop on Fuzzy Logics and Applications (WILF’13), Springer, LNAI, Genoa (Italie), p. 122-130 , 2014

Zeineb Chelly

, Abir Smiti

, Zied Elouedi

COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method,
Proceedings of the 11th International Conference on Artificial Intelligence and Soft Computing, Springer, ICAISC’2012 , Lecture Notes in Computer Science, 7268 , 233-241. , 2014

Zeineb Chelly

, Zied ELOUEDI

A Study of the Data Pre-Processing Module of the Dendritic Cell Evolutionary Algorithm,
2014 International Conference on Control, Decision and Information Technologies, CODIT 2014, 634–639, Metz, France, 3-5 Novembre , 2014

Zeineb Chelly

, Zied ELOUEDI

A Two-Leveled Hybrid Dendritic Cell Algorithm Under Imprecise Reasoning,
The Genetic and Evolutionary Computation Conference, GECCO 2014, ACM, 97-104, Vancouver, Canada, 12-16 Juillet , 2014

Zeineb Chelly

, Zied ELOUEDI

Improving the Dendritic Cell Algorithm Performance using Fuzzy-Rough Set Theory as a Pattern Discovery Technique,
The 5th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2014, Advances in Intelligent Systems and Computing 303 Springer, 23-32, Ostrava, République Tchèque, 23-25 Juin , 2014

Zeineb Chelly

, Zied ELOUEDI

A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances,
The 8th Hellenic Conference on Artificial Intelligence, SETN 2014, LNAI 8445 Springer, 43–56, Ioannina, Grèce, 15-17 Mai , 2014

Afef Ben Brahim

, Bouaguel Waad

, Mohamed Limam

Combining feature selection and data classification using ensemble approaches: application to cancer diagnosis and credit scoring.,
Case Studies in Intelligent Computing – Achievements and Trends, Taylor & Francis, August 2014, pp. 517-532. , 2013

A.Abdellatif

, Nahla Ben Amor

, S.Mellouli

An Intelligent framework for e-government personalized services,
14th Annual International Conference on Digital Government Research From e-Government to Smart Government, pp 120-126, Quebec ( Canada ),17-20 Juin , 2013

Abir Smiti

, Zied Elouedi

Soft DBSCAN: Improving DBSCAN Clustering Method using Fuzzy Set Theory.,
Proceedings of the 6th International Conference on Human System Interaction, IEEE, HSI’2013 , 380-385. , 2013

Abir Smiti

, Zied Elouedi

Using clustering for maintaining case based reasoning systems.,
Proceedings of the 5th International Conference on Modeling, Simulation And Applied Optimization, IEEE, ICMSAO’2013 , 1-6. , 2013

Abir Smiti

, Zied Elouedi

Competence of case-based reasoning system utilizing a soft density-based spatial clustering of application with noise method.,
Book Chapter, Special Issue Human-Computer Systems Interaction, Springer, HSI’2014 , 559 , 47-56. , 2013

Abir Smiti

, Zied ELOUEDI

Soft Competence model for Case based reasoning,
The Third International Conference Beyond AI, 110-121, République Tchèque, 12-14 Novembre , 2013

Abir Smiti

, Zied ELOUEDI

Soft DBSCAN: Improving DBSCAN Clustering method using fuzzy set theory,
The 6th International Conference on Human System Interaction HSI'2013, IEEE, 380-385, Gdansk, Pologne, 06-08 Juin , 2013

Abir Smiti

, Zied ELOUEDI

Modeling competence for case based reasoning systems using clustering,
The Twenty sixth Florida Artificial Intelligence Research Society Conference, FLAIRS-26, 399-404, St Pete Beach, Floride, USA, 22-24 Mai , 2013

Abir Smiti

, Zied ELOUEDI

Using clustering for maintaining case based reasoning systems,
The 5th International Conference on Modelling, Simulation, and Applied Optimization, ICMSAO'13, Hammamet, Tunisie, 28-30 Avril , 2013

Ahmed Badreddine

, Nahla Ben Amor

A Bayesian approach to construct bow tie diagrams for risk evaluation,
Process Safety and Environmental Protection (PSEP), Elsevier, ISSN 0957-5820, 91(3), 159-171 , 2013

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Modeling Expert Preference using the Qualitative Belief function Framework,
The Thirteenth International on Intelligent Systems Design and Applications, ISDA 2013, IEEE, 98-103, Kuala Lumpur, Malaisie, 08-10 Décembre , 2013

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Multicriteria Decision Making Based on Qualitative Assessments and Relational Belief,
The fourteenth International Conference on Advances in Artificial Intelligence, AI*IA 2013, LNAI 8249 Springer, 48-59, Turin, Italie, 04-06 Décembre , 2013

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Traitement de l'incertitude à l'aide des relations de préférence dans une méthode de décision multicritères,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2013, 137-144, Reims, France, 10-11 Octobre , 2013

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Incremental rough possibilistic K-Modes,
The 7th Multi-Disciplinary International Workshop on Artificial Intelligence, MIWAI 2013, LNCS 8271 Springer, 13-24, Krabi, Thailande, 9-11 Décembre , 2013

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Decremental Possibilistic K-Modes,
The 12th Scandinavian AI conference, SCAI 2013, 15-24, Aalborg, Danemark, 20- 22 Novembre , 2013

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

Incremental Possibilistic K-Modes,
The Fourteenth International Conference of Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2013, LNCS 8170 Springer, 293-303, Halifax, Canada, 11- 14 Octobre , 2013

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

The K-Modes Method under Possibilistic Framework,
The 15th World Congress of the International Fuzzy Systems Association, IFSA 2013, 1297-1302, Edmonton, Canada, 24-28 Juin , 2013

Asma AMMAR

, Zied ELOUEDI

, Pawan Lingras

The K-Modes Method under Possibilistic Framework,
The 26th Canadian Artificial Intelligence Conference, AI'13, Springer LNAI 7884, 211-217, Regina, Saskatchewan, Canada, 28-31 Mai , 2013

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Non-Disjoint Cluster Analysis with Non-Uniform Density.,
<p>In Proceedings of the International Conference on Mining Intelligence and Knowledge Exploration (MIKE), LNCS volume 8284, pages 100-111, Tamil Nadu, India.</p> , 2013

Ben N'Cir Chiheb-Eddine

, Zenned Afef

, Essoussi Nadia

Non-disjoint grouping of text documents based Word Sequence Kernel.,
<p>In Proceedings of the International Conference on Extraction et Gestion des Connaissances (EGC), pages 253-262, Toulouse, France.</p> , 2013

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Un modèle générique pour les k-moyennes à recouvrements ajustables,
<p>In Proceedings of the Workshop EGC 2013 : Fouille de donn&eacute;es complexes, pages 81-92, Toulouse, France.</p> , 2013

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Detecting overlapping clustering with small and parameterizable overlaps,,
<p>In Proceedings of the IEEE International Conference on Computer Applications Technology (ICCAT), pages 1-6, Sousse, Tunisia.</p> , 2013

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Identification of Overlapping Clusters with Small Overlaps.,
<p>In Acts of the Third International Conference on Extraction et Gestion des Connaissances (EGC-Maghreb), Hammamet, Tunisia.</p> , 2013

Bouaguel Waad

, Ghazi Bel Mufti

, Mohamed Limam

Rank aggregation for filter feature selection in credit scoring.,
International Conference on Mining Intelligence and Knowledge Exploration (MIKE2013), Tamil Nadu, India, 18-20 December, pp.7-15. , 2013

Bouaguel Waad

, Ben Brahim Afef

, Mohamed Limam

Feature selection by rank aggregation and genetic algorithms,
5th International Conference on Knowledge Discovery and Information Retrieval (KDIR2013), Vilamoura, Algarve, Portugal, 19 - 22 September, pp.33-40. , 2013

E. Alba

, H. Ben-Romdhane

, S. Krichen

, B. Sarasola

BIPOP: A New Algorithm with Explicit Exploration/Exploitation control for Dynamic Optimization Problems,
in Evolutionary Computation for Dynamic Optimization Problems, ser. Studies in Computational Intelligence, Eds. Springer Berlin Heidelberg, vol. 490, pp. 171-191. , 2013 http://link.springer.com/chapter/10.1007%2F978-3-642-38416-5_7#page-1

Eric Lefevre

, Zied ELOUEDI

How to preserve the conflict as an alarm in the combination of belief functions?,
Decision Support Systems, 56, 326-333 , 2013

Fatma Essghaier

, Nahla Ben Amor

, Hélène Fargier

Evaluation of qualitative possibilistic influence diagrams using strong junction trees ,
5th International Conference on Modeling, Simulation and Applied Optimization ( ICMSAO'13 ),Hammamet ( Tunisie ), 28-30 Avril , 2013

H. Ben-Romdhane

, E. Alba

, S. Krichen

Best Practices in Measuring Algorithm Performance for Dynamic Optimization Problems,
Soft Computing, Springer-Verlag, vol. 17, no. 6, pp. 1005-1017. , 2013 http://link.springer.com/article/10.1007%2Fs00500-013-0989-7#page-1

Haïfa Nakouri

, Mohamed Limam

Incremental generalized low rank approximation of matrices for visual learning and recognition,
Proceedings of the 11th International Conference on Pattern Recognition and Image Analysis, Samara, Russia , 2013

Haïfa Nakouri

, Mohamed Limam

Extension of Robust Principal Component Analysis for Incremental Face Recognition,
Proceedings of the 8th International Conference on Computer Vision Theory and Applications, Barcelona, Spain , 2013
[BibTeX...]
@inproceedings{DBLP:conf/visapp/NakouriM13, author = {Ha{\"{\i}}fa Nakouri and Mohamed Limam}, title = {Extension of Robust Principal Component Analysis for Incremental Face Recognition}, booktitle = {{VISAPP} 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications, Volume 1, Barcelona, Spain, 21-24 February, 2013.}, pages = {549--555}, year = {2013}, crossref = {DBLP:conf/visapp/2013-1}, timestamp = {Tue, 29 Oct 2013 17:44:02 +0100}, biburl = {http://dblp2.uni-trier.de/rec/bib/conf/visapp/NakouriM13}, bibsource = {dblp computer science bibliography, http://dblp.org} }

Haïfa Nakouri

, Nadia Essoussi

A Model-driven Process for Data Transformation of Heterogeneous Data,
Proceedings of the 1st International Conference on Model-Driven Engineering and Software Development, Barcelona, Spain , 2013
[BibTeX...]
@inproceedings{nakouri2013model, title={A Model-driven Process for Data Transformation of Heterogeneous Data.}, author={Nakouri, Ha{\"\i}fa and Essoussi, Nadia}, booktitle={MODELSWARD}, pages={177--181}, year={2013} }

Haïfa Nakouri

, Mohamed Limam

A new Bilinear Approach or Incremental Visual Learning and Recognition,
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI). Vol.27(5) , 2013
[BibTeX...]
@article{nakouri2013new, title={A NEW BILINEAR APPROACH FOR INCREMENTAL VISUAL LEARNING AND RECOGNITION}, author={Nakouri, Haifa and Limam, Mohamed}, journal={International Journal of Pattern Recognition and Artificial Intelligence}, volume={27}, number={05}, pages={1356008}, year={2013}, publisher={World Scientific} }

Imen BOUKHRIS

, Zied ELOUEDI

, Salem Benferhat

Dealing with External Actions in Belief Causal Networks,
International Journal of Approximate Reasoning, IJAR 54(8), 978-999 , 2013

Imen BOUKHRIS

, Salem Benferhat

, Zied ELOUEDI

Causal belief networks: Handling uncertain interventions,
The Twelfth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU-2013, LNAI 7958 Springer, 61-72, Utrecht, Hollande, 7–10 Juillet , 2013

Imen BOUKHRIS

, Zied ELOUEDI

, Salem Benferhat

On the modeling of causal belief networks ,
The 5th International Conference on Modelling, Simulation, and Applied Optimization, ICMSAO'13, Hammamet, Tunisie, 28-30 Avril , 2013

Ines Berrazega

, Rim Faiz

Identifying Temporal Relations between Main Events in News Articles,
In the proceedings of the 10th ACS/IEEE International Conference On Computer Systems and Applications AICCSA 2013. , 2013

Jihene Boubaker

, Zied ELOUEDI

, Eric Lefevre

Conflict management with dependent information sources in the belief function framework,
The 14th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2013, 393-398, Budapest, Hongrie, 19-21 Novembre , 2013

Maroua Haddad

, Nahla Ben Amor

, Philippe Leray

Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs,
WILF 2013: 68-76 , 2013 http://link.springer.com/chapter/10.1007%2F978-3-319-03200-9_8
[BibTeX...]
@inproceedings{haddad2013imputation, title={Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs}, author={Haddad, Maroua and Ben Amor, Nahla and Leray, Philippe}, booktitle={Fuzzy Logic and Applications}, pages={68--76}, year={2013}, publisher={Springer} }

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Evaluating product-based possibilistic networks learning algorithms,
13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainly (ECSQARU'2015),LNAI 7958, Springer, Compiègne ( France ),15-17 Juillet , 2013

Maroua Haddad

, Philippe Leray

, Nahla Ben Amor

Imputation of Possibilstic Data for Structural Learning of Directed Acyclic Graphs,
10th International Workshop on Fuzzy Logic and Applications ( WILF'2013 ), LNAI 8256,Springer,pp 68-76, Gênes, ( Italie ), 19-22 Novembre , 2013

Marouene CHAIEB

, Jaber JEMAI

, Khaled MELLOULI

The home care scheduling problem: a modeling and solving issue,
The Home Care Scheduling Problem (HCSP) consists of designing a set of routes for medical service suppliers to visit a number of patients located at different places and asking for a set of medical tasks. The object of the HCSP is to define the required set of routes where the assigned workforce will travel in order to minimize the overall traveled distance. Therefore, the solution will define first the teams (crew) that will travel together for serving a particular subset of patients. Then, the route of each team is defined. The problem shows a hierarchical nature where the solving algorithm should build first the service team that defines partially the set of potential customers to serve and then looks for the routes to follow. In this paper, we studied and solved the HCSP after reviewing the literature on the HCSP. We modeled the HCSP as a multilevel (hierarchical) combinatorial optimization problem. Then, we focused on a particular variant of the HCSP which is the Multiple Traveling Salesman Problem with Time Windows (MTSPTW) where we implemented a Tabu Search based heuristic to solve a modified version of Solomons instances. The obtained results are reported, commented and validated. , 2013 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6552619&tag=1

Montassar Ben Messaoud

, Pjilippe Leray

, Nahla Ben Amor

Active learning of causal bayesian networks using ontologies : a case study ,
International Joint Conference on Neural Networks ( IJCNN'2013 ), Dallas ( USA ), 4-9 Août , 2013

Mouna Ben Ishak

, Nahla Ben Amor

, Philippe Leray

A RBN-based recommender system architecture ,
5th International Conference on Modeling, Simulation and Applied Optimization ( ICMSAO'13 ),Hammamet (Tunisie ), 28-30 Avril , 2013

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Mesure de dépendance positive et négative de sources crédibilistes,
Extraction et Gestion des Connaissances, Atelier « Fouilles de données complexes: complexité liée aux données multiples », 29 Javier- 01 Février, Toulouse, France , 2013

Nahla Ben Amor

, Didier Dubois

, Héla Gouider

, H.Prade

Possibilistic, Conditional Preference Networks ,
13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainly ( ECSQARU'2015 ), LNAI 7958, Springer, Compiègne ( France ),15-17 Juillet , 2013

Nahla Ben Amor

Possibilistic Graphical Models : From Reasoning to Decision Making ,
10th International Workshop on Fuzzy Logic and Applications ( WILF' 2013 ), LNAI 8256,Springer,pp 86-99, Gênes, ( Italie ),19-22 Novembre , 2013

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A Multicriteria Genetic Algorithm for the Resource-constrained Task Scheduling Problem,
Jarboui, B., Siarry, P., and Teghem, J. (Eds.): Metaheuristics for Production Scheduling, Wiley & ISTE, pp. 349-369, 2013 , 2013

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

Un algorithme génétique multicritère pour la résolution du problème d'ordonnancement de tâches avec contraintes de ressources,
Jarboui, B., Siarry, P., and Teghem, J. (Eds.): Métaheuristiques pour l’ordonnancement multicritère et les problèmes de transport, Hermes Science publications, Paris, pp. 161-183, 2013 , 2013

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A hybrid genetic approach for multi-objective and multi-platform large volume surveillance problem,
International Journal of Metaheuristics, Vol. 2, No. 4, pp. 353- 369, 2013 , 2013

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

Solving Resource-Constrained Project Scheduling Problem by A Genetic Local Search Approach,
5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO’13), pp. 1-5, 2013 , 2013

Oumayma Bahri

, Nahla BEN AMOR

, El-Ghazali Talbi

A Possibilistic Framework for Solving Multi-objective Problems under Uncertainty: Definition of New Pareto Optimality. ,
16th International Workshop on Nature Inspired Distributed Computing (NIDISC’13) , 2013
[BibTeX...]
@inproceedings{BahriNIDISC, author = {Oumayma Bahri and Nahla Ben Amor and El-Ghazali Talbi}, title = {A Possibilistic Framework for Solving Multi-objective Problems under Uncertainty: Definition of New Pareto Optimality}, booktitle = {International Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW)}, year=2013, pages = {405 - 414}}

Oumayma Bahri

, Nahla Ben Amor

, El-Ghazali Talbi

Multi-objective Optimization of Combinatorial Problems with Fuzzy Data,
22nd International conference on multiple criteria decision making (MCDM'13), Malaga, Spain. , 2013

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

A Comparative Study of Compilation-Based Inference Methods for Min-Based Possibilistic Networks,
European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’13), Springer-Verlag, LNAI, Utrecht (The Netherlands), p. 25-36 , 2013

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Possibilistic local structure for compiling min-based networks,
6th International Conference on Soft Methods in Probability and Statistics (SMPS'2012), Konstanz (Allemagne), p. 479-487 , 2013

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Inference using Compiled Product-based Possibilistic Networks,
14th International Conference on Information Processing and Management of Uncertainty (IPMU'2012), Catania (Italie), p. 470-480 , 2013

Raouia Ayachi

, Nahla Ben Amor

, S.Benferhat

A comparative study of compilation-based inference methods for min-based possibilistic networks ,
12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainly ( ECSQA-RU'2013 ), LNAI 7958, Springer, pp 25-36, Utrecht ( The Netherlands ),7-10 Juillet , 2013

Raouia Ayachi

, Nahla Ben Amor

, S.Benferhat

Possibilistic local structure for compiling min-based networks,
Advances in Intellignet Systems and Computing Volume 190, Springer, pp 479-487 ( Actes du 6th International Conference on Soft Methods in Probability and Statistics ( SMPS'2012), Konstanz (Allemagne ),4-6 Ovtobre 2012) , 2013

Rim HENTECH

, Ilyes JENHANI

, Zied ELOUEDI

Learning from uncertain Data using Possibilistic Artificial Immune Recognition Systems,
The second International Conference on the Theory and Practice of Natural Computing TPNC 2013, LNCS 8273 Springer, 80-95, Càceres, Espagne, 3-5 Décembre , 2013

S. Ben Jouida

, H. Ben-Romdhane

, S. Krichen

A Dynamic Approach for the Two-decision Maker Selection Problem with Group Interviewing Options,
The 5th International Conference on Modeling, Simulation, and Applied Optimization (ICMSAO’13), pp. 1-6, Hammamet, Tunisia, 28-30 April , 2013

Sabrine Ben Abdrabbah

, Raouia Ayachi

, Nahla Ben Amor

Collaborative Filtering based on Dynamic Community Detection,
2nd International Workshop on Dynamic Networks and Knowledge Discovery (DyNaK'2014), Nancy (France) , 2013

Salsabil Trabelsi

, Zied ELOUEDI

, Pawan Lingras

Belief discernibility matrix and function for partially uncertain and incremental or large data,
The Fourteenth International Conference of Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2013, LNCS 8170 Springer, 67-76, Halifax, Canada, 11- 14 Octobre , 2013

Salsabil Trabelsi

, Zied ELOUEDI

, Pawan Lingras

Exhaustive search with belief discernibility matrix and function,
The 26th Canadian Artificial Intelligence Conference, AI'13, Springer LNAI 7884, 162-173, Regina, Saskatchewan, Canada, 28-31 Mai , 2013

Siwar jendoubi

, Boutheina Ben Yaghlane

, Arnaud Martin

Belief Hidden Markov Model for Speech Recognition,
In the Proceeding of the International Conference on Modeling, Simulation and Applied Optimization , 2013

Smine B

, Faiz R

, Desclés J-P

A semantic annotation model for indexing and retrieving learning objects ,
Journal of Digital Information Management (JDIM), Volume 9, Issue 4, August 2011. , 2013

Takwa Tlili

, Saoussen Krichen

, Sami Faiz

Towards a decision making support system for the capacitated vehicle routing problem,
International Journal of Decision Support System Technology. 5: 21-33 , 2013

Takwa Tlili

, Sami Faiz

, Saoussen Krichen

A particle swarm optimization for solving the one dimensional container loading problem,
International Conference on Modeling, Simulation and Applied Optimization (ICMSAO’13), IEEE-Computer Society. Hammamet, Tunisia , 2013

Takwa Tlili

, Sami Faiz

, Saoussen Krichen

A hybrid metaheuristic for the distance-constrained capacitated vehicle routing problem,
World Conference on Business, Economics And Management (WCBEM’13), Procedia Social and Behavioral Sciences. Elsevier. Antalya, Turkey. 109:779–783 , 2013

Wafa Laâmari

, Boutheina ben Yaghlane

, Christophe Simon

On the Use of a Mixed Binary Join Tree for Exact Inference in Dynamic Directed Evidential Networks with Conditional Belief Functions,
The 6th International Conference on Knowledge Science, Engineering and Management, KSEM 2013, Lecture Notes in Computer Science 8041 Springer, Dalian, China, August 10-12, pp 310-324 , 2013
[BibTeX...]
@inproceedings{LaamariYS13-0, title = {On the Use of a Mixed Binary Join Tree for Exact Inference in Dynamic Directed Evidential Networks with Conditional Belief Functions}, author = {Wafa Laâmari and Boutheina Ben Yaghlane and Christophe Simon}, year = {2013}, doi = {http://dx.doi.org/10.1007/978-3-642-39787-5_26}, researchr = {http://researchr.org/publication/LaamariYS13-0}, cites = {0}, citedby = {0}, pages = {310-324}, booktitle = {Knowledge Science, Engineering and Management - 6th International Conference, KSEM 2013, Dalian, China, August 10-12, 2013. Proceedings}, editor = {Mingzheng Wang}, volume = {8041}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, isbn = {978-3-642-39786-8}, }

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

New Propagation Algorithm in Dynamic Directed Evidential Networks with Conditional Belief Functions,
The 3rd International Symposium on Integrated Uncertainty in Knowledge Modelling, and Decision Making, IUKM 2013, Lecture Notes in Computer Science 8032 Springer, Biejing, China, July 12-14, pp 50-64 , 2013
[BibTeX...]
@inproceedings{LaamariYS13, title = {New Propagation Algorithm in Dynamic Directed Evidential Networks with Conditional Belief Functions}, author = {Wafa Laâmari and Boutheina Ben Yaghlane and Christophe Simon}, year = {2013}, doi = {http://dx.doi.org/10.1007/978-3-642-39515-4_5}, researchr = {http://researchr.org/publication/LaamariYS13}, cites = {0}, citedby = {0}, pages = {50-64}, booktitle = {Integrated Uncertainty in Knowledge Modelling and Decision Making - International Symposium, IUKM 2013, Beijing, China, July 12-14, 2013. Proceedings}, editor = {Zengchang Qin and Van-Nam Huynh}, volume = {8032}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, isbn = {978-3-642-39514-7}, }

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

A compilation based approach to inference in dynamic evidential networks,
The 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013, IEEE-Computer Society, Hammamet, Tunisia, April 28-30, pp 1-8 , 2013

Y .Ben Slimen

, Raouia Ayachi

, Nahla Ben Amor

Probaility-Possibility transformation : Inference study for min-based possibilistic networks,
22e Rencontres francophones sur la Logic Floue et ses Applications ( LFA'2013 ), Reims ( France ), 10-11 Octobre , 2013

Y.Ben Slimen

, Raouia Ayachi

, Nahla Ben Amor

Probability-possibility transformation : Application to bayesian and possibilistic networks,
10h International Workshop on Fuzzy Logic and Applications ( WILF'2013 ), LNAI 8256,Springer,pp 122-130, Gênes, ( Italie ), 19-22 Novembre , 2013

Zeineb Chelly

, Zied ELOUEDI

Further Exploration of the Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier,
The Fourth IEEE International Conference on e-Health and Bioengineering, EHB 2013, Iaşi, Roumanie, 21-23 Novembre , 2013

Zeineb Chelly

, Zied ELOUEDI

Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase,
The 20th International Conference on Neural Information Processing, ICONIP 2013, LNCS 8227 Springer, 164-171, Daegu, Corée du sud, 3-7 Novembre , 2013

Zeineb Chelly

, Zied ELOUEDI

A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier,
The Twelfth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU-2013, LNAI 7958 Springer, 109-120, Utrecht, Hollande, 7-10 Juillet , 2013

Zeineb Chelly

, Zied ELOUEDI

A New Data Pre-processing Approach for the Dendritic Cell Algorithm Based on Fuzzy Rough Set Theory,
The Genetic and Evolutionary Computation Conference, GECCO 2013, 163-164, ACM, Amsterdam, Hollande, 06-10 Juillet , 2013

Zeineb Chelly

, Zied ELOUEDI

A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier,
The Fourth International Conference on Swarm Intelligence, ICSI’2013, Springer LNCS 7928, 514-521, Harbin, Chine, 12-15 Juin , 2013

Zeineb Chelly

, Zied ELOUEDI

QR-DCA : A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm,
The 11th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2013, Springer LNCS 7824, 140-150, Lausanne, Suisse, 4-6 Avril , 2013

Sawssen Bahria

, Mohamed Limam

the effect of incorporating prior class probability in hyperspectral data classification,
submitted to Remote Sensing letters. (Under second review, since September, 2012) , 2012

Abir Smiti

, Zied Elouedi

Soft competence model for case based reasoning.,
Proceedings of the 3rd International Conference Beyond Artificial Intelligence, Springer, BAI’2013 , 110-121. , 2012

Abir Smiti

, Zied Elouedi

Competence and Performance-Improving approach for Maintaining Case-Based Reasoning Systems,
The 2nd International Conference on Computational Intelligence and Information Technology, CIIT 2012, 37-42, Chennai, Inde, 03-04 Décembre , 2012

Abir Smiti

, Zied Elouedi

DBSCAN-GM: An Improved Clustering Method Based on Gaussian Means and DBSCAN Techniques,
IEEE 16th International Conference on Intelligent Engineering Systems 2012, INES 2012, 573-578, Lisbonne, Portugal, 13-15 Juin , 2012

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Reasoning under uncertainty in the AHP method using the belief function theory,
Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU) 373–383. , 2012

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Introducing Incompleteness and Incomparability in Modeling Qualitative Belief Functions,
The 9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012, LNAI 7647 Springer, 382-393, Gérone, Espagne, 21-23 Novembre , 2012

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Reasoning under uncertainty in the AHP method using the belief function theory,
The Fourteenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Part IV CCIS 300 Springer, 373-382, Catane, Italie, 9-13 Juillet , 2012

Asma Ammar

, Zied Elouedi

, Pawan Lingras

RPKM: The Rough Possibilistic K-Modes,
The 20th International Symposium on Methodologies for Intelligent Systems, ISMIS 2012, LNAI 7661 Springer, 81–86, Macao, Chine, 4-7 Décembre , 2012

Asma Ammar

, Zied Elouedi

, Pawan Lingras

K-Modes clustering using possibilistic membership,
The Fourteenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Part III CCIS 299 Springer, 596–605, Catane, Italie, 9-13 Juillet , 2012

Ben Abdelaziz F

Solution approaches for the Multiobjective Stochastic Programming, European Journal of Operations Research, 216 (1), 1-60,
, 2012

Ben Brahim, A.

, Khanchel R.

, and Limam, M.

Solving Datra fusion problems using robust classifier combination,
International Journal of Computer Information Systems and Industrial Management Applications , 2012

Ben Khediri, I.

, Weihs, C.

, and Limam, M.

Kernel K-means clustering based Local Support Vector Domain Description fault detection of multimodal processes,
Expert Systems with Applications, Volume 39, Issue2, pp. 2166-2171. , 2012

Ben N'Cir Chiheb-Eddine

, Guillaume Cleuziou

, Essoussi Nadia

Generalization of c-means for identifying non-disjoint clusters with overlap regulation.,
<p>Pattern Recognition Letters, Volume 45, pages 92-98. Elsevier.</p> , 2012

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Improved overlapping k-means for detecting overlapping clusters.,
<p>In Proceedings of the third Meeting on Statistics and Data Mining MSDM&#39;12, Hammamet, Tunisia.</p> , 2012

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Classification Recouvrante Bassée sur les Méthodes à Noyau,
<p>BenN&rsquo;Cir, C. and Essoussi, N. (2011). Classification Recouvrante Bass&eacute;e sur les M&eacute;thodes &agrave; Noyau. Journ&eacute;es de statistiques, Soci&eacute;t&eacute; Francophone de Statistique, JDS 2011, Tunis, Tunisia</p> , 2012

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Logistic Sub-models for Small Size Populations in Credit Scoring,
IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011), Paris-France, Avril, 2011. , 2012 http://www.ensai.fr/userfiles/B2-%20Article-%20Bouaguel%20et%20al_%20(CIDM,%20IE...
[BibTeX...]
@INPROCEEDINGS{Bouaguel:2011, AUTHOR="Bouaguel, W. and Beninel, F. and Bel Mufti, G.", TITLE="Logistic sub-models for small size populations in Credit scoring", BOOKTITLE="IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011)", ADDRESS="Paris, France", DAYS=11, MONTH=apr, YEAR=2011, KEYWORDS="Logistic model, Gaussian discrimination, Subpopulation links, Credit scoring, Subpopulations mixture" }

Dridi, A.

, Figini, S.

, Guidici, P.

, and Limam, M.

A financial stress index for the analysis of XBRL data,
submitted to the Journal of Financial transformation , 2012

Faiz R

, Smine B

, Desclés J-P

Relevant Learning Objects Extraction Based on Semantic Annotation of Documents,
International Conference on Web Intelligence, Mining and Semantics (WIMS’12), ACM, 13-15 Juin 2012, Craiova, Romania. , 2012

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Ascribing strong causes from observational and intervational data under the belief function framework ,
The Tenth International FLINS Conference on Computational Intelligence in Decision and Control, FLINS 2012, Istanbul, Turquie, 26-29 Août , 2012

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

Handling interventions with uncertain consequences in belief causal networks,
The Fourteenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Part III CCIS 299 Springer, 585–595, Catane, Italie, 9-13 Juillet , 2012

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Ascribing causality from interventional belief function knowledge,
The Second International Conference on Belief Functions, Belief 2012, Advances in Soft Computing AISC 164 Springer 229-237; Compiègne, France, 9-11 Mai , 2012

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

From acceptation relations to causality ascription in a belief function framework,
The International Symposium on Artificial Intelligence and Mathematics, ISAIM 2012, Fort Lauderdale, FL., USA, 9-11 Janvier , 2012

Ines Berrazega

, Rim Faiz

Temporal Relation Identification between Events,
Actes du colloque Internationale sur le Document Numérique-CIDE 15, 01-03 Novembre 2012, Tunis, Tunisie. , 2012

Maha Amami

, Rim Faiz

, Aymen Elkhlifi

A framework for biological event extraction from text,
, 2012

Maha Amami

, Aymen Elkhlifi

, Rim Faiz

Biological event extraction using SVM and composite kernel function,
, 2012

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

About sources dependence in the theory of belief functions.,
Belief Functions: Theory and Applications, Proceedings of the 2nd International Conference on Belief Functions, volume 164 of Advances in Intelligent and Soft Computing, pages 239-246, Springer Berlin Heidelberg, 9-11 May, Compiègne, France , 2012

N. Naffakhi

, R. Faiz

Aggregated Search in XML Documents: What to re- trieve?,
IEEE International Conference on Information Technology and e-Services , 2012

Najeh Naffakhi

, Rim Faiz

Less is More: aggregating meaningful elements for xml keyword search,
International Journal on Information - Interaction - Intelligence (I3), volume 12, number 1 , 2012 http://www.irit.fr/journal-i3/volume12/numero01/index_fr.php

Najeh Naffakhi

, Mohand Boughanem

, Rim Faiz

Recherche d’Information Agrégée dans des documents XML basée sur les Réseaux Bayésiens,
In D. A. Zighed et G. Venturini, editor, Revue des Nouvelles Technologies de l’Information (RNTI), volume 1, pages 501–512. Hermann , 2012 http://editions-rnti.fr/?m=view_inproc&id=1001202

Najeh Naffakhi

, Rim Faiz

Using Bayesian Networks Theory for Aggregated Search to XML retrieval,
The 2nd International Conference on Web Intelligence, Mining and Semantics (WIMS), Craiova, Romania, 13/06/2012-15/06/2012, pages 71, New York, NY, USA, ACM digital library , 2012

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A Multi-Objective Optimization Approach for Resource Assignment and Task Scheduling Problem Application to Maritime Domain Awareness,
IEEE Congress on Evolutionary Computation (CEC’12) pp. 1-8, 2012 , 2012

Olfa Dridi

, Saoussen krichen

, Adel Guitouni

A Multi-Objective Optimization Approach Solving The Resource Assignment and Task Scheduling Problem for Surveillance Applications,
10th UAE MathDay Conference, 14 Avril, 2012, American University of Sharjah, Dubai, 2012 , 2012

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Compiling Min-based Possibilistic Causal Networks: A mutilated-based Approach,
11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'2011), Belfast (UK), p. 700-712 , 2012

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Experimental Comparative Study of Compilation-based Inference in Bayesian and Possibilitic Networks,
9th International Workshop on Fuzzy Logic and Applications (WILF'2011), Trani (Italie), p. 155-163 , 2012

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

An augmented-based approach for Compiling Min-based Possibilistic Causal Networks,
23rd IEEE International Conference on Tools with Articial Intelligence (ICTAI'2011), Floride (USA), p. 675-678 , 2012

Raouia Ayachi

, Nahla Ben Amor

, S.Benferhat

Inference using Compiled Product-based ¨Possibilistic Networks,
14th International Conference of Uncertainly ( IPMU'2012 ),Communications in Computer and Information Science VOLUME 297, Springer, pp 470-480, Catania ( Italie ), 9-13 Juillet , 2012

Rimah Amami

, Gaith Manita

, Abir Smiti

Robust speech recognition using consensus function based on multi-layer networks,
CISTI'2014 Workshop: WISA – Workshop on Intelligent Systems and Applications 2014, IEEE. , 2012

S. Krichen

, H. Ben-Romdhane

An Optimal Stopping Approach for the Dynamic Knapsack Problem,
The 10th UAE MathDay Conference, American University of Sharjah, UAE, April 14 , 2012

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Heuristic for Attribute Selection Using Belief Discernibility Matrix,
RSKT 2012, Springer-Verlag, 129–138 , 2012

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Heuristic for attribute selection using belief discernibility matrix,
The Seventh International Conference on Rough Sets and Knowledge Technology RSKT 2012, LNAI 7414 Springer, 129-138, Chengdu, Chine, 17- 20 Août , 2012

Smine B

, Faiz R

, Desclés J-P

Approche d’indexation automatique d’informations pédagogiques à partir de documents ,
Actes du 14e Colloque international sur le Document Electronique (CIDE14), 6-8 Décembre 2011, Rabat, Maroc. , 2012

Snoussi W.

, El-Aroui M.-A.

Value-at-Risk adjusted to the Speci cities of Emerging Markets: An Analysis for the Tunisian Market,
International Journal of Emerging Markets, 7, No. 1. pp. 86-100. , 2012

Telmoudi, F.

, El Ghourabi, M.

, and Limam, M.

RST-GCBR_Clustering Based RGA-SVM Model for Corporate Failure Prediction,
Intelligent Systems in Accounting, Finance and Management, Volume 18, Issue 2-3, pp. 105-120. , 2012

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

On the complexity of the Graphical Representation and the Belief Inference in the Dynamic Evidential Networks with Conditional Belief Functions,
The 6th International Conference on Scalable Uncertainty Management, SUM 2012, Lecture Notes in Computer Science 7025 Springer, Marburg, Germany, September 17-19, pp 206-218 , 2012
[BibTeX...]
@inproceedings{Laamari12, author = {Wafa La{\^a}mari and Boutheina Ben Yaghlane and Christophe Simon}, title = {On the Complexity of the Graphical Representation and the Belief Inference in the Dynamic Directed Evidential Networks with Conditional Belief Functions}, booktitle = {SUM}, year = {2012}, pages = {206-218}, ee = {http://dx.doi.org/10.1007/978-3-642-33362-0_16}, crossref = {DBLP:conf/sum/2012}, bibsource = {DBLP, http://dblp.uni-trier.de} }

Wafa laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

Dynamic Directed Evidential Networks with Conditional Belief Functions: Application to System Reliability,
The 14th International Conference on Information and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Part III CCIS 299 Springer, Catane, Italy, July 9-13, pp 481-490 , 2012
[BibTeX...]
@inproceedings{LaamariYS12, author = {Wafa La{\^a}mari and Boutheina Ben Yaghlane and Christophe Simon}, title = {Dynamic Directed Evidential Networks with Conditional Belief Functions: Application to System Reliability}, booktitle = {IPMU (3)}, year = {2012}, pages = {481-490}, ee = {http://dx.doi.org/10.1007/978-3-642-31718-7_50}, crossref = {DBLP:conf/ipmu/2012-3}, bibsource = {DBLP, http://dblp.uni-trier.de} }

Zeineb Chelly

, Zied Elouedi

RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory,
The19th International Conference on Neural Information Processing, ICONIP 2012, Part III LNCS 7665 Springer, 480–487, Doha, Qatar, 12-15 Novembre , 2012

Zeineb Chelly

, Zied Elouedi

RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory,
The Eleventh International Conference on Artificial Immune Systems, ICARIS’12, LNCS 7597 Springer, 152-165, Taormina, Italie, 28-31 Août , 2012

Zeineb Chelly

, Abir Smiti

, Zied Elouedi

COID-FDCM: The fuzzy maintained dendritic cell classification method,
The Eleventh International Conference on Artificial Intelligence and Soft Computing ICAISC 2012, LNCS 7268 Springer, 233-441, Zakopane, Pologne, 29 Avril-2 Mai , 2012

Imen kooli

, Mohamed Limam

Formulation économique d’une carte de contrôle aux attributs utilisant une taille d’echantillon variable,
41eme Journées de Statistique, SFdS, Bordeaux, 25-29 May, 2009. , 2011

Abir Smiti

, Zied ELOUEDI

Overview of maintenance for case based reasoning systems.,
International Journal of Computer Applications, 32 , 49-56. , 2011

Abir Smiti

, Zied Elouedi

DBSCAN-GM: An Improved Clustering Method Based on Gaussian Means and DBSCAN Techniques.,
Proceedings of the 16th International Conference on Intelligent Engineering Systems, IEEE, INES’2012 , 573-578. , 2011

Abir Smiti

, Zied Elouedi

Overview of maintenance for Case Based Reasoning systems,
International Journal of Computer Applications, IJCA, 32 (2), 49-57 , 2011

Abir Smiti

, Zied Elouedi

WCOID: Maintaining Case-Based Reasoning systems using Weighting, Clustering, Outliers and Internal cases Detection,
The Eleventh International on Intelligent Systems Design and Applications, ISDA 2011, 356-361, Cordoue, Espagne, 22-24 Novembre , 2011

Ahmed Badreddine

, Taieb Ben Romdhane

, Nahla Ben Amor

A New approach to identify and analyze multi-Leveled Risks : Extension of the fuzzy FMEA method,
NATO Science for Peace and Security Series - E : Human and Societal Dynamics, Volume 88, Use of Risk Analysis in 6/10 Computer-Aided Persuasion, Edited by Ekrem Duman, Amir Atiya - ISBN 978-1-60750-827-4 , 2011

Amel Ennaceur

, Zied ELOUEDI

, Eric Lefevre

Introducing Incomparability in Modeling Qualitative Belief Functions,
Proceedings of the International Conference on Modeling Decisions for Artificial Intelligence (MDAI), Springer-Verlag, Catalonia, Spain, 382–393 , 2011

Amel Ennaceur

, Zied Elouedi

, Eric Lefevre

Handling partial preferences in the belief AHP method: Application to life cycle assessment,
The Twelfth International Conference on Advances in Artificial Intelligence, AI*IA 2011, LNAI 6934 Springer, 395–400, Palerme, Italie, 15-17 Septembre , 2011

Asma Ammar

, Zied Elouedi

A new possibilistic clustering method: The possibilistic k-modes,
The Twelfth International Conference on Advances in Artificial Intelligence, AI*IA 2011, LNAI 6934 Springer, 413–419, Palerme, Italie, 15-17 Septembre , 2011

Audun Josang

, Zied Elouedi

Redefining material implication with subjective logic,
The Fourteenth International Conference on Information Fusion, FUSION 2011, Chicago, Illnois, USA, 5-8 Juillet , 2011

Bahria, S.

, Essoussi N.

, and Limam, M.

Hyperspectral Data Classification using Geostatistics and Support Vector Machines, IJRS,
Remote Sensing Letters, Vol. 2, Issue 2, pp. 99-106. , 2011

Ben Abdelaziz F.

, Masmoudi M.

A multiobjective Stochastic Program for Hospital Bed Management, to appear Journal of Operations Research Society, 39,1-9,
, 2011

Ben Abdelaziz F.

, Masri H.

“A compromise solution for the multiobjective stochastic linear programming under partial uncertainty”, European Journal of Operations Research, 202 (1), 55-59.,
, 2011

Ben Khedhiri, I.

, Weihs. C.

, and Limam, M.

Variable window adaptive Kernel Principal Component Analysis for nonlinear nonstationary process monitoring,
Computers and Industrial Engineering, Volume 61, Issue 3, pp. 437-446. , 2011

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

, Patrice Bertrand

Kernel overlapping k-means for clustering in feature space.,
<p>In Proceedings of the International Conference on Knowledge discovery and Information Retrieval KDIR, pages 250&ndash;256, Valencia, ESP.</p> , 2011

Ben N’Cir, C.

, Essoussi, N.

, and Limam, M.

Kernel-based learning methods for identifying overlapping clusters,
submitted to Machine Learning ( rejected ). , 2011

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Logistic models for Credit scoring ,
43ièmes Journées de la Statistique (JDS 2011), Gammarth-Tunisie, Mai, 2011 , 2011

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

Transfer Learning Using Logistic Regression in Credit-Scoring,
Transfer learning using logistic regression in credit scoring. Revue des Nouvelles Technologies de l'Information (RNTI), special issue Data Mining et Apprentissage Statistique : Applications en Marketing, Banque et Assurance, Vol. RNTI-A-7, February, pp. 1-16. 2014 , 2011

Bouaguel Waad

, Ghazi Bel Mufti

, Mohamed Limam

A Three-Stage feature selection using quadratic programming for credit scoring,
Applied Artificial Intelligence: An International Journal, Vol.27, No.8, September, pp.721-742. , 2011

Boujenfa, K.

, and Limam, M.

Consensus decision for protein structure prediction,
Submitted to IEEE Transactions on Computational Biology and Bioinformatics, (under review) , 2011

Boujenfa, K.

, Essoussi, N.

, and Limam, M.

Tree-kNN: A Tree-Based Algorithm for Protein Sequence Classification,
International Journal on Computer Science and Engineering, IJCSE, Vol. 3, Issue 2, pp. 961 - 968. , 2011

Dia M

, Ben Abdelaziz F.

A Hierarchical Methodology for Performance Evaluation Based on Data Envelopment Analysis: The Case of Companies’ Competitiveness in an Economy, American Journal of Operations Research, 1,134-146,
, 2011

El Ghourabi, M.

, Dridi, A.

, and Limam, M.

On monitoring Financial stress Index with Extreme Value theory,
Quantitative Finance (DOI: 10.1080/14697681003792229). , 2011

El-Aroui M.-A.

Statistical modelling of fi nancial markets,
In International Encyclopedia of Statistical Science,(Miodrag Lovric, Ed.), Part 19, pp. 1447-1450, Springer Verlag. , 2011

Eric Lefevre

, Zied Elouedi

, David Mercier

Towards an alarm for an opposition conflict in a conjunctive combination of belief functions,
The Eleventh European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU-2011, LNAI 6717 Springer, 314-325, Belfast, Irlande du Nord, 29- Juin – 1 Juillet , 2011

Gani, W.

, and Limam, M.

A chemometrics method for calibration of near infrared spectra,
Submitted to Journal of Chemometrics, Elsevier , 2011

H. Masri

, F. Ben Abdelaziz

, I. Meftahi

”A multiobjective Stochastic Portfolio Selection with partial Information on Probability Distribution”, to appear in Journal of Financial Decision Making,7 (1),153-165.,
, 2011

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

Representing belief function knowledge with graphical models,
The Fifth International Conference on Knowledge Science, Engineering and Management, LNAI 7091 Springer, KSEM 2011, 233-245, Irvine, USA, 12-14 Décembre , 2011

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

Analyzing belief function networks with conditional beliefs,
The Eleventh International on Intelligent Systems Design and Applications, ISDA 2011, 959-964, Cordoue, Espagne, 22-24 Novembre , 2011

Imen Boukhris

, Salem Benferhat

, Zied Elouedi

A belief function model for ascribing causality,
The 15th Portuguese Conference on Artificial Intelligence, EPIA 2011, 342-356, Lisbone, Portugal, 10-13 Octobre , 2011

Imen Boukhris

, Zied Elouedi

, Salem Benferhat

Modeling interventions using belief causal networks,
The Twenty fourth Florida Artificial Intelligence Research Society Conference, FLAIRS-24, 602-607, PalmBeach, Floride, USA, 18-20 Mai , 2011

Kooli, I.

, and Limam, M.

Economic design of an attribute np control charts using Variable Sampling Size,
Sequential Analysis, Volume 30, Issue 2, pp. 145 – 159. , 2011

Krichen S.

, Labidi A.

, Ben Abdelaziz F.

‘Single supplier multiple retailers inventory model with quantity discount and permissible delay in payments” in Computers & Industrial Engineering, 60, 164-172.,
, 2011

Limam, M.

Simultaneous Tolerance Intervals in the Linear Regression Model,
Ph.D. Thesis, Department of Statistics, Oregon State University, USA. , 2011

Limam, M.

, and Thomas, D.R.

Simultaneous Tolerance Intervals for the Linear Regression Model,
Journal of the American Statistical Association, 83, 403, 801-804. , 2011

Masri H

, Ben Abdelaziz F.

Belief linear programming,, in International. Journal of Approximate Reasoning, 51 (8), 973-983,
, 2011

Mejri, D.

, Khanchel R.

, and Limam, M.

Classifier ensemble methods for concept drifting Data streams,
Journal of Statistical Computation and Simulation (to appear). , 2011

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: a serendipitous causal discovery algorithm for ontology evolution.,
IJCAI , 2011

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies,
ECSQARU , 2011 http://link.springer.com/chapter/10.1007%2F978-3-642-22152-1_16
[BibTeX...]
@inproceedings{conf/ecsqaru/MessaoudLA11, added-at = {2011-06-29T00:00:00.000+0200}, author = {Messaoud, Montassar Ben and Leray, Philippe and Amor, Nahla Ben}, biburl = {http://www.bibsonomy.org/bibtex/2de2b2274b3f96f3b5e2041f4e5e0c781/dblp}, booktitle = {ECSQARU}, crossref = {conf/ecsqaru/2011}, editor = {Liu, Weiru}, ee = {http://dx.doi.org/10.1007/978-3-642-22152-1_16}, interhash = {015a9d774b2dde07021169211ced97b3}, intrahash = {de2b2274b3f96f3b5e2041f4e5e0c781}, isbn = {978-3-642-22151-4}, keywords = {dblp}, pages = {182-193}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2011-06-29T00:00:00.000+0200}, title = {SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies.}, url = {http://dblp.uni-trier.de/db/conf/ecsqaru/ecsqaru2011.html#MessaoudLA11}, volume = 6717, year = 2011 }

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: a serendipitous strategy for managing the crossing-over between the causal discovery and the ontology evolution,
JFRB 2012 , 2011

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo : a serendipitous causal discovery algorithm for ontology evolution,
The International Joint Conference on Artificial Intelligence (IJCAI-11) Workshop on Automated Reasoning about Context and Ontology Evolution (ARCOE-11), 43-47, Barcelone, Espagne, 18 juillet , 2011

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo : a serendipitous strategy for learning causal bayesian networks using ontologies,
11th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'2011), 182-193, Belfast-UK , 2011

Mouna Ben Ishak

, Philippe Leray

, Nahla Ben Amor

A two-way approach for probabilistic graphical models structure learning and ontology enrichment,
International conference on Knowledge Engineering and ontology develoments (KEOD-2011), Paris, France, 26-29 Octobre , 2011

Mouna Ben Ishak

, Philippe Leray

, Nahla Ben Amor

Ontology-based generation of Object Oriented Bayesian Networks,
The Uncertainty in Artificial Intelligence (UAI-2011) Workshop on Bayesian Network Modelling Workshop (8th edition) (BMAW-11) , Barcelone, Espagne, 14 juillet , 2011

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Estimation de la fiabilité des sources des bases de données évidentielles,
Revue des Nouvelles Technologies de l'Information, Numéro spécial : Fouille de données complexes - Complexité liée aux données multiples, RNTI-E-21, pp. 193-209 , 2011

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Mesure de concordance pour les bases de données évidentielles,
Extraction et Gestion des Connaissances, April 1-2, Brest, France , 2011

Nahla Ben Amor

, Hélène Fargier

, Wided Guezguez

On the Complexity of Decision Making in Possibilistic Decision Trees,
27th Conference on Uncertainty in Artificial Intelligence (UAI'2011), Barcelone, Espagne, 14-17 Juillet , 2011

Najeh Naffakhi

, Mohand Boughanem

, Rim Faiz

Un Modèle Bayésien pour l’Agrégation des Documents XML,
In COnférence francophone en Recherche d’Information et Applications (CORIA) , 2011

Najeh Naffakhi

, Rim Faiz

Modèle basé sur les réseaux bayésiens pour agréger des éléments XML pertinents et non-redondants,
Atelier de Recherche et Fouille d’Information sur le Web (RFIW) en conjonction avec la 11éme Conférence In- ternationale Francophone: Extraction et Gestion des Connaissances (EGC) , 2011

Olfa Dridi

, Saoussen krichen

, Adel Guitouni

Multi-objective and Multi-mode Assignment and Scheduling Problem for large volume Surveillance,
NATO Advanced Study Institute (ASI) on Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems, 19-30 Septembre, Saalmanca, Espagne, 2011 , 2011

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

Multi-objective resource-Constrained Project Scheduling Problem,
First workshop on Optimization and Decision Systems 22 Décembre 2011, Gammarth, Tunis, 2011 , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

, Rolf Haenni

Compiling Possibilistic Networks : Alternative Approaches to Possibilistic Inference,
26th International Conference on Uncertainty in Articial Intelligence (UAI'2010), Catalina Island (Californie), p. 40-47 , 2011

Raouia Ayachi

, Nahla Ben Amor

Brain Tumor Segmentation using Support Vector Machines,
10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'2009), Vérone (Italie), p. 736-747 , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Experimental Comparative Study of Compilation-Based Inference in Bayesian and Possibilitic Networks,
9th International workshop on fuzzy logic and applications (WILF'2011), 155-163, Trani, Italie, 29-31 , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

An augmented-based approach for Compiling Min-based Possibilistic Causal Networks,
23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI'2011), Boca Raton, Florida, USA, 7-9 Novembre , 2011

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

On the Use of Compilation for Inference in Min-based Possibilistic Causal Networks,
11th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'2011), 700-712, Belfast - UK , 2011

Rjaibi, N.

, Rabai, L.

, and Limam, M.

Modeling the prediction of student’s satisfaction in live learning: An Empirical investigation,
submitted to International Journal of Educational Research. , 2011

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Classification Approach based on Dynamic Core for Web Mining database,
the Third international Workshop of rough set theory (RST), Milano, Italy ,14-16 September , 2011

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Classification systems based on rough sets under the belief function framework,
the International Journal of Approximate Reasoning, Vol 52(9), 1409-1432 , 2011

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Classification with dynamic reduct and belief function,
Journal Transactions on Rough Sets XIV, Springer-Verlag, 202-233 , 2011

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Classification systems based on rough sets under the belief function framework,
International Journal of Approximate Reasoning, IJAR, 52(9), 1409-1432 , 2011

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Classification with dynamic reducts and belief functions,
Transactions on Rough Sets, TRS, 66 (14), 202-233 , 2011

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief classification approach based on dynamic core for web mining database,
Rough set theory workshop, RST 2011, Milan, Italie, 14-16 Septembre , 2011

Sarra Ben Hariz

, Zied Elouedi

Ranking-based feature selection method for dynamic belief clustering,
The Second International Conference on Adaptive and Intelligent Systems, ICAIS'11, LNAI 6943 Springer, 308–319, Klagenfurt, Autriche, 6-8 Septembre , 2011

Smine B

, Faiz R

, Desclés J-P

The SRIDoP System Using Semantic Metadata for Web Database Processing ,
Journal of Information Technology Review (JITR), Volume 2, Number 3, August 2011, p.132. , 2011

Smine B

, Faiz R

, Desclés J.P

Extraction d'informations pédagogiques pertinentes à partir de Documents Textuels ,
Actes de la Conférence Traitement Automatique des Langues Naturelles ( TALN 2011),27 Juin-01 Juillet2011, Montpellier,France . , 2011

Smine B

, Faiz R

Automatic processing of learning objects for user's query answering ,
Actes de International Conference on information Technology and e-services (ACIT ),10-12 Avril 2011, Sousse, Tunisie, p.297-302 . , 2011

Smine B

, Faiz R

, Desclés J.P

Pedagogical objects annotation based on contextual Exploration ,
Actes de The International Arab Conference on Information Technology ( ACIT ), 14-16 Décembre,2010, Benghazi, Lybie . , 2011

Telmoudi, R.

, Weihs C.

, and Limam, M.

A Nonconformity Ratio Based Desirability Function for Univariate Capability Assessment,
submitted to the Journal of Statistical Compuation and Simulation. (First revision) , 2011

Zeineb Chelly

, Zied Elouedi

Further exploration of the fuzzy dendritic cell method,
The Tenth International Conference on Artificial Immune Systems, ICARIS’11, LNCS 6825 Springer, 419-432,Cambridge, Angleterre, 18-21 Juillet , 2011

­Smine B

, Faiz R

, Desclés J-P

Analyse de documents pédagogiques en vue de leur annotation,
Revue des Nouvelles Technologies de l'Information (RNTI), Ed. Cépaduès, Janvier 2010, p. 429-434. , 2011

Sawssen Bahria

, Mohamed Limam

Second order statistics for hyperspectral data classification,
Les 42eme Journées de Statistique, Sociéte de Statistique de France, Marseille, France, 24-28 May 2010. , 2010

Abir Smiti

, Zied ELOUEDI

WCOID: Maintaining Case-Based Reasoning systems using Weighting, Clustering, Outliers and Internal cases Detection,,
The Eleventh International on Intelligent Systems Design and Applications, ISDA 2011, 356-361, Cordoue, Espagne, , 2010

Abir Smiti

, Zied ELOUEDI

Competence and performance-improving approach for maintaining case-based reasoning systems.,
Proceedings of the 2nd International Conference on Computational Intelligence and Information Technology, Springer, CIIT’2012 , Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, LNICST, 37-42. , 2010

Abir Smiti

, Zied Elouedi

COID: A maintaining case method based on Clustering, Outliers and Internal Detection,
Chapitre d’ouvrage dans Studies in Computational Intelligence SCI295 Springer (Sélection SNPD 2010), 39-52 , 2010

Ahmed Badreddine

, Taieb Ben Romdhane

, Nahla Ben Amor

A multi-objective approach to generate an optimal management plan in an IMS-QSE,
Lecture Notes in Electrical Engineering (LNEE), Electronic Engineering and Computing Technology, Edition Springer, ISBN 9789048187768, [sélection de ICCIIS 2009] , 2010

Ahmed Badreddine

, Nahla Ben Amor

A Dynamic Barriers Implementation in Bayesian-Based Bow tie Diagrams for Risk Analysis,
ACS / IEEE International Conference on Computer Systems and Applications ( AICSSA'2010 ), pp 1-8, Hammamet ( Tunisie ), 16-19, Mai , 2010

Ahmed Badreddine

, Nahla Ben Amor

A new approach to construct optimal bow tie diagrams for risk analysis,
23th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems ( IEA-AIE'2010 ),LNAI 6098, Springer, pp 595-604, Cordoba ( Espagne ), 1-4 Juin , 2010

Ben Abdelaziz F.

“Aspects of fuzzy decision making”, Editorial, Fuzzy Sets and Systems, 160, 3183,
, 2010

Ben Khedhiri, I.

, Weihs. C.

, and Limam, M.

Support Vector Regression residual control Charts for multivariate nonlinear autocorrelated processes,
Chemometrics and Intelligent Laboratory Systems, Vol. 103, No. 1, pp. 76-81. , 2010

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

, Patrice Bertrand

Overlapping clustering based on kernel similarity metric.,
<p>In Proceedings of the Second Meeting on Statistics and Data Mining MSDM&rsquo;10, pages 130-136, Hammamet, Tunisia.</p> , 2010

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Using Sequences of Words for Non-Disjoint Grouping of Documents.,
<p>International journal of Pattern Recognition and Artificial Intelligence (IJPRAI),Volume 29 issue 03, pages 1-20 &ndash; Worldscientific.</p> , 2010 http://www.worldscientific.com/doi/abs/10.1142/S0218001415500135

Ben-Ahmed K.

, Bouratbine A.

, El-Aroui M.-A.

Generalized Linear Spatial Models in Epidemiology: a case study of Zoonotic Cutaneous Leishmaniasis in Tunisia,
Journal of Applied Statistics, 37, No. 1. pp. 159-170. January , 2010

Bouaguel Waad

, Ghazi Bel Mufti

Quadratic Programming for Feature Selection in Credit Scoring,
Third Meeting on Statistics and Data Mining (MSDM 2012), Hammamet-Tunisie, Mars, 2012. , 2010

David Mercier

, Zied Elouedi

, Eric Lefevre

Sur l’affaiblissement d’une fonction de croyance par une matrice de confusion,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2010, 277-283, Lannion, France, 18-19 Novembre , 2010

Gani, W.

, Taleb, H.

, and Limam, M.

Support Vector Regression based Residual Control Charts,
Journal of Applied Statistics, Vol. 37, No. 2, pp. 309-324. , 2010

Ilyes Jenhani

, Salem Benferhat

, Zied Elouedi

Learning and evaluating possibilistic decision trees using information affinity,
Journal of Electrical and Electronics Engineering, 4(3) 206-212 , 2010

Ilyes Jenhani

, Salem Benferhat

, Zied Elouedi

Possibilistic similarity measures,
Chapitre d’ouvrage dans Reasoning under Uncertainty STUDFUZZ 249 Springer (Sélection IPMU 2008), 99–123 , 2010

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Positive and negative dependence for evidential database enrichment,
Advances in Computational Intelligence, Proceedings of the14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, volume 299, pages 575-584, July 9-13, Catania, Italy , 2010

Mouna Chebbah

, Boutheina Ben Yaghlane

, Arnaud Martin

Reliability estimation based on conflict for evidential database enrichment,
Workshop on the theory of belief functions, April 1-2, Brest, France , 2010

Mouna Chebbah

, Arnaud Martin

, Boutheina Ben Yaghlane

Modélisation du conflit dans les bases de données évidentielles,
Extraction et Gestion des Connaissances, Atelier « Fouilles de données complexes: complexité liée aux données multiples », 26-29 Janvier, Hammamet, Tunisie , 2010

N. Naffakhi

, M. Boughanem

, R. Faiz

Réseau bayésien pour un modèle de Recherche d’Information agrégée dans des documents semi-structurés,
In Actes de XXVIIIme Congrès INFormatique des ORganisations et Systèmes d’Information et de Décision (INFORSID) , 2010

Naffakhi Najeh

Un modèle bayésien pour l’agrégation des documents semi- structurés,
In Rencontres des Jeunes Chercheurs en Recherche d’Information, en conjonction avec Colloque International Francophone sur l’Écrit et le Document et COnférence en Recherche d’Information et Applications (RJCRI:CIFED- CORIA), Edition CPU, pages 495–500 , 2010

Nahla Ben Amor

, Hélène Fargier

, Wided Guezguez

Les intégrales de Choquet basées sur les mesures de nécéssité pour la prise de décision séquentielle sous incertitude,
Rencontres Francophones sur la Logique Floue et ses Applications ( LFA'2010 ),pp 107-114, Lannion (France ), 18 et 19 Novembre , 2010

Nahla Ben Amor

, Hélène Fargier

, Wided Guezguez

Necessity-based choquet integrals for sequantial decision making under uncertainly ,
13th International Conference on Information Processing of Uncertainly in Knowledge Based Systems ( IPMU'2010 ), LNAI 6178, Springer, pp 521-531, Dortmund (Allemagne ), 28 Juin - 2 Juillet , 2010

Olfa Dridi

, Saoussen Krichen

, Adel Guitouni

A Genetic Approach for the Multi-Objective Scheduling and Assignment Problem,
Workshop on Adaptive Distributed Decision Support Systems: Information Fusion, Resource Management and Multi-Criteria Decision Analysis, 17-19 Novembre 2010, Université de Victoria, Canada, 2010 , 2010

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Experimental study of compilation based inference methods for min-based possibilistic networks,
5th International Conference on Modeling, Simulation, and Applied Optimization (ICMSAO'2013), Hammamet (Tunisie) , 2010

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Compiling Possibilistic Networks : Alternative Approaches to Possibilistic Inference,
26th Conference on Uncertainty in Artificial Intelligence (UAI'2010), California (USA), 8-11 Juillet , 2010

S. Krichen

, H. Ben-Romdhane

An Optimal Stopping Approach for the Dynamic Knapsack Problem,
The 2nd Meeting on Statistics and Data Mining (MSDM’10), Hammamet, Tunisia, 11-12, March , 2010

S. Krichen

, H. Ben-Romdhane

Dynamic Knapsack Problem with Optimal Stopping Options,
The 9th International Conference on Multiple Objective Programming end Goal Programming (MOPGP’10), Sousse, Tunisia, 24-26, May , 2010

Salsabil Trabelsi

, Zied Elouedi

Heuristic method for attribute selection from partially uncertain data using rough sets,
International Journal of General Systems, Vol 39(3), 271-290 , 2010

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Rule Discovery Process Based on Rough Sets under the Belief Function Framework,
IPMU 2010, Springer-Verlag, 726-736 , 2010

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Rough Set Classification for web mining based on dynamic core,
ISDA 2010, IEEE, 403-408 , 2010

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

A Comparison of Dynamic and Static Belief Rough Set Classifier,
RSCTC 2010, Springer Verlag, 366-375 , 2010

Salsabil Trabelsi

, Zied Elouedi

Heuristic method for attribute selection from partially uncertain data using rough sets,
International Journal of General Systems, IJGS, Volume 39, Issue 3, 271 – 290 , 2010

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief rough set classification for web mining based on dynamic core,
The Tenth International Conference on Intelligent Systems Design and Applications ISDA 2010, 403-408, Le Caire, Egypte, 29 Novembre - 1 Décembre , 2010

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Rule discovery process based on rough sets under the belief function framework,
The Thirteenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2010, LNAI 6178 Springer, 726-736, Dortmund, Allemagne, 28 Juin - 2 Juillet , 2010

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

A comparison of dynamic and static belief rough set classifier ,
The Seventh International Conference on Rough Sets and Current Trends in Computing, RSCTC 2010, LNAI 6086 Springer, 366-375, Varsovie, Pologne, 28-30 Juin , 2010

Sarra Ben Hariz

, Zied Elouedi

IK-BKM: Méthode k-modes crédibiliste incrémentale,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2010, 168-175, Lannion, France, 18-19 Novembre , 2010

Sarra Ben Hariz

, Zied Elouedi

DK-BKM: Decremental K belief k-modes method,
The Fourth International Conference on Scalable Uncertainty Management, SUM’10, LNCS 6379 Springer, 84-97, Toulouse, France, 27-29 Septembre , 2010

Sarra Ben Hariz

, Zied Elouedi

IK-BKM: An incremental clustering approach based on intra-cluster distance,
The Eighth ACS/IEEE International Conference on Computer Systems and Applications, AICCSA-10, 1-8, Hammamet, Tunisie, 16-19 Mai , 2010

Smine B

, Faiz R

, Desclés J-P

Extracting Relevant Learning Objects using a Semantic Annotation Mehod,
International Conference on Education and E-learning Innovations (ICEELI’2012), IEEE, 1-3 Juillet 2012, Sousse, Tunisia. , 2010

Smine B

, Mankai Ch

Structure morphologique du composant verbal de la langue arabe et son analyse morphologique ,
Actes des 6ème journées Scientifiques des jeunes Chercheurs en Génie Electrique et informatique (GEI'2006), 24-26 Mars 2006, Hammamet, Tunisie . , 2010

Wafa Laâmari

, Boutheina Ben Yaghlane

, Christophe Simon

Comparing Evidential Graphical Models for Imprecise Reliability,
The 4th International Conference on Scalable Uncertainty Management, SUM 2010, Lecture Notes in Computer Science 6379 Springer, Toulouse, France, September 27-29, pp 191-204 , 2010
[BibTeX...]
@inproceedings{Laamari10, added-at = {2010-09-21T00:00:00.000+0200}, author = {Laâmari, Wafa and Yaghlane, Boutheina Ben and Simon, Christophe}, biburl = {http://www.bibsonomy.org/bibtex/25f5246846cfaa5cd914489cbad9720dd/dblp}, booktitle = {SUM}, crossref = {conf/sum/2010}, editor = {Deshpande, Amol and Hunter, Anthony}, ee = {http://dx.doi.org/10.1007/978-3-642-15951-0_21}, interhash = {ffc9b6e36eefd0f8809ed0e247c2d187}, intrahash = {5f5246846cfaa5cd914489cbad9720dd}, isbn = {978-3-642-15950-3}, keywords = {dblp}, pages = {191-204}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2010-09-21T00:00:00.000+0200}, title = {Comparing Evidential Graphical Models for Imprecise Reliability.}, url = {http://dblp.uni-trier.de/db/conf/sum/sum2010.html#LaamariYS10}, volume = 6379, year = 2010 }

Zeineb Chelly

, Zied Elouedi

FDCM: A Fuzzy Dendritic Cell Method,
The Ninth International Conference on Artificial Immune Systems, ICARIS’10, LNCS 6209 Springer, 102-113, Edinburgh, Ecosse, 26-29 Juillet , 2010

Zied Elouedi

, Eric Lefevre

, David Mercier

Disountings of a belief function using a confusion matrix,
The Twenty Twelfth International Conference on Tools with Artificial Intelligence, ICTAI 2010, 287-294, Arras, France, 27-29 Octobre , 2010

Wided Guezguez

, Nahla Ben Amor

, Khaled Mellouli

Qualitative possibilistic influence diagrams based on qualitative possibilistic utilities,
European Journal of Operational Research (EJOR), Vol. 195, 223-238, Mai , 2009

Ahmed Badreddine

, T.Ben Romdhane

, Nahla Ben Amor

A Multi-objective Approach to Implement an Integrated Management System : Quality, Security, Environment,
IEEE Internatioanl Conference on Systems, Man, and Cybernetics ( IEEE SMC'2009 ), pp 4728-4733, Texas ( USA), 11-14 Octobre , 2009

Ahmed Badreddine

, T.Ben Romdhane

, Nahla Ben Amor

A New Process-Based Approach for Implementing an Integrated Management System : Quality, Security, Environment ,
International MultiConference of Engineers and Computer Scientists 2009 Vol II ( IMECS'2009 ), pp 1742-1747, Hong Kong, 18-20 Mars , 2009

Allali, A.

, El-Aroui M.A.

, and Limam, M.

Modelling the storage shelf life of dates using experimental design, Food Manufacturing Efficiency,
Vol. 2, No. 2, pp. 17-24. , 2009

Bakhta Haouari

, Nahla Ben Amor

, Zied Elouedi

Naïve possibilistic network classifiers,
Fuzzy Sets and Systems, FSS, Volume 160, Issue 22, 3224-3238 , 2009

Ben Abdelaziz F.

, Masri H.

“Multistage Stochastic Programming With fuzzy probability distribution”, Fuzzy Sets and Systems Journal, 160 (22), 3239-3249,
, 2009

Ben Abdelaziz F.

, El Fayedh R.

, Rao A.

“Discrete Stochastic Goal Programming for Portfolio Selection the case of UAE Equity Market”, Journal of Information and Operations research, 47, 5-13,
, 2009

Ben Abdelaziz F.

, Figueira J.

, Meddeb O.

“ On the Manipulability of Fuzzy Social Choice Functions”, Fuzzy Sets and Systems, 159, pp 177-184,
, 2009

Ben-Ahmed K.

, Aoun K.

, El-Aroui M.-A.

, Bouratbine A.

, Jeddi F., Ghrab.

Visceral leishmaniasis in Tunisia: Spatial distribution and association with climatic factors,
American Journal of Tropical Medicine and Hygiene, 81, No. 1. pp. 40-45 July , 2009

Boujenfa, K.

, Essoussi, N.

, and Limam, M.

Comparison of Phylogenetic Trees of Multiple Protein Sequence Alignment Methods,
International journal of Electrical and Computer Engineering , Vol. 4, No. 2, pp. 116-121. , 2009

Fayech, S.

, Essoussi, N.

, and Limam, M.

Partitioning clustering algorithms for protein sequence data sets,
BioData Mining Journal, 2:3. , 2009

Hanene Borchani

, Nahla BEN AMOR

, Fédia Khalfallah

Learning and evaluating Bayesian network equivalence classes from incomplete data,
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Vol. 22, No. 2, pages 1-25 , 2009

Ilyes Jenhani

, Nahla BEN AMOR

, Zied ELOUEDI

Decision trees as possibilistic classifiers,
International Journal of Approximate Reasoning (IJAR), Vol. 48/3, pages 784-807 , 2009
[BibTeX...]
@article{ DBLP:journals/ijar/JenhaniAE08, author = {Ilyes Jenhani and Nahla Ben Amor and Zied Elouedi},<br /> title = {Decision trees as possibilistic classifiers},<br /> journal = {Int. J. Approx. Reasoning},<br /> volume = {48}, number = {3},<br /> year = {2008},<br /> pages = {784-807},<br /> ee = {http://dx.doi.org/10.1016/j.ijar.2007.12.002},<br /> bibsource = {DBLP, http://dblp.uni-trier.de}<br /> }

Ilyes Jenhani

, Salem Benferhat

, Zied Elouedi

On the Use of Clustering in Possibilistic Decision Tree Induction,
The Tenth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU-2009, LNAI 5590 Springer, 505-517, Vérone, Italie, 1–3 Juillet , 2009

Imen Boukhris

, Zied Elouedi

, Thomas Fober

, Marco Mernberger

, Eyke Hüllermeier

Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection,
The Ninth International on Intelligent Systems Design and Applications, ISDA 2009, 1245-1250, Pise, Italie, 30 Novembre– 2 Décembre , 2009

Khaled Mellouli

, Zied Elouedi

, Nahla Ben Amor

, Boutheina Ben Yaghlane

Co-éditeur de l’édition spéciale de International Journal of Approximate Reasoning relative à ECSQARU 2007,
IJAR, Volume 50, Issue 6, Juin , 2009

Kooli, I.

, and Limam, M.

Bayesian np control charts with adaptive sample size for finite production runs,
Quality and Reliability Engineering International, Vo. 25, Issue 4, pp. 439-448. , 2009

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Integrating ontological knowledge for iterative causal discovery and visualization,
ECSQARU , 2009 http://link.springer.com/chapter/10.1007%2F978-3-642-02906-6_16
[BibTeX...]
@inproceedings{conf/ecsqaru/MessaoudLA09, added-at = {2009-06-07T00:00:00.000+0200}, author = {Messaoud, Montassar Ben and Leray, Philippe and Amor, Nahla Ben}, biburl = {http://www.bibsonomy.org/bibtex/2a1fd760f7b4cee2075c4a736f8f2224a/dblp}, booktitle = {ECSQARU}, crossref = {conf/ecsqaru/2009}, date = {2009-06-07}, description = {dblp}, editor = {Sossai, Claudio and Chemello, Gaetano}, ee = {http://dx.doi.org/10.1007/978-3-642-02906-6_16}, interhash = {f2a3d68b9f838e6e44a04eb1caa6040b}, intrahash = {a1fd760f7b4cee2075c4a736f8f2224a}, isbn = {978-3-642-02905-9}, keywords = {dblp}, pages = {168-179}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2009-06-07T00:00:00.000+0200}, title = {Integrating Ontological Knowledge for Iterative Causal Discovery and Visualization.}, url = {http://dblp.uni-trier.de/db/conf/ecsqaru/ecsqaru2009.html#MessaoudLA09}, volume = 5590, year = 2009 }

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Building a bridge bet- ween Causal Bayesian Networks and ontologies,
JFRB 2010 , 2009

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

Integrating Ontological Knowledge for Iterative Causal Discovery and Visualization,
10th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQARU'2009 ), LNAI 5590, pp 168-179, Vérone ( Italie ), 1-3 Juillet , 2009

Nahla Ben Amor

, Salem Benferhat

, Khaled Mellouli

, Salma Smaoui

Inférence dans les réseaux possibilistes basés sur le conditionnement ordinal,
Revue d'Intelligence Artificielle (RIA), Numéro spécial sur les modèles graphiques dans les théories non probabilistes, Edition Hermes/Lavoisier, Vol. 21, No. 4, 489-519 , 2009

Nahla Ben Amor

, A.Ben Yaghlane

, F. Khlafallah

Building possibilistic network parameters using elicited expert opinions,
3rd International Conference on Modeling, Simulation, and Applied Optimization ( ICMSAO'09 ) ( CD-Rom), Sharjah ( Emirats Arabes Unis ), 20-22 Janvier , 2009

Raouia Ayachi

, Nahla Ben Amor

, Salem Benferhat

Nouvelles méthodes pour l'inférence basées sur la compilation des réseaux possibilistes,
5ème Journées Francophones sur les réseaux bayésiens (JFRB'2010), Nantes (France) , 2009

Raouia Ayachi

, Nahla Ben Amor

Brain Tumor Segmentation Using Support Vector Machines ,
10th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQARU'2009 ), LNAI 5590, Springer, pp 736-747, Vérone ( Italie ), 1-3 Juillet , 2009

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Rough Set Classifier,
Canadian Conference on AI 2009, Springer Verlag, 257-261 , 2009

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Dynamic Reduct from Partially Uncertain Data Using Rough Sets,
RSFDGrC 2009, Sringer Verlag, 160-167 , 2009

Salsabil Trabelsi

, Zied Elouedi

Attribute selection from partially uncertain data using rough sets,
the Third International Conference on Moleding Simulation and Applied Optimization (ICMSAO), Sharjah, UAE , 2009

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Dynamic reduct from partially uncertain data using rough sets,
The Twelfth International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC’2009, LNAI 5908 Springer, 160-167, Delhi, Inde, 16-18 Décembre , 2009

Salsabil Trabelsi

, Zied Elouedi

, Pawan Lingras

Belief Rough Set Classifier,
The Twenty Second Canadian Artificial Intelligence Conference, AI'09, LNAI 5549 Springer, 257-261, Kelowna, British Columbia, Canada, 25-27 Mai , 2009

Salsabil Trabelsi

, Zied Elouedi

Attribute selection from partially uncertain data using rough sets,
The third International Conference on Modelling, Simulation, and Applied Optimization, ICMSAO'09, Sharjah, Emirats Arabes Unis, 20-22 Janvier , 2009

Ben Abdelaziz F.

, Ben Brahim M.

, Zaccour G.

“R&D equilibrium Strategies with Surfers”, Journal of Optimization Theory and Applications, 136, 1-13,
, 2008

Ben Khedhiri, I.

, and Limam, M.

Support Vector Regression based Residual MCUSUM Control Charts for Autocorrelated Process,
Applied Mathematics and Computation, Vol. 201, Issue 1-2, pp. 565-574. , 2008

Essoussi, N

, Boujenfa, K.

, and Limam, M.

A comparison of multiple sequence alignment tools, Bioinformation,
2, 10, pp. 452-455. , 2008

Gani, W.

, Taleb, H.

, and Limam, M.

Statistical Process control using Support Vector Machines: A case study,
, 2008
[BibTeX...]
International Journal of Quality and Standards, Vol. 2, No. 1, pp. 122-138.

Ilyes Jenhani

, Nahla Ben Amor

, Zied Elouedi

Decision trees as possibilistic classifiers,
International Journal of Approximate Reasoning, IJAR, 48(3), 784-807 , 2008

Ilyes Jenhani

, Salem Benferhat

, Zied Elouedi

Properties Analysis of Inconsistency-based Possibilistic Similarity Measures,
The Twelveth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2008, 173-180, Malaga, Espagne, 22-27 Juin , 2008

Ilyes Jenhani

, Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach,
The Fifth International Symposium on Foundations of Information and Knowledge Systems FoIKS 2008, LNCS 4932 Springer, 348-364, Pise, Italie, 11-15 Février , 2008

Ilyes Jenhani

, Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

SIM-PDT : A Similarity Based Possibilistic Decision Tree Approach ,
5th International Symposium on Foundations of Information and Knowledge Systems ( FolKS'2008 ), pp 348-364, Pisa ( Italy ), 11-15 Février, Springer , 2008

Krichen S.

, Ben Abdelaziz F.

“ An Optimal Stopping Problem by two or more decision makers”, Sequential Analysis, 26, 467-480,
, 2008

N. Naffakhi

, R. Faiz

Modèle flexible de Recherche d’Information dans de corpus de documents XML multimédia,
In Nouvelles Tendances Technologiques en Génie Électrique et Informatique, (GÉI 2008), Édition CPU, pages 205–214. , 2008

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Réseaux bayésiens naïfs et arbres de décision dans les systèmes de détection d’intrusions,
Revue Technique et Science Informatiques (TSI), Edition Hermes/Lavoisier, Vol. 25, No. 2, 167-196 , 2008

Ramani S.

, El-Aroui M.-A.

, Carrere M.

On estimating a knowledge production function at the fi rm and sector level using patent statistics,
Research Policy, 37, No. 9. pp. 1568-1578. October , 2008

Salsabil Trabelsi

, Zied Elouedi

Learning decision rules from uncertain data using rough sets,
Proceedings of the Eighth International FLINS Conference, Madrid, Spain, 109-114 , 2008

Salsabil Trabelsi

, Zied Elouedi

Learning decision rules from uncertain data using rough sets,
The Eighth International FLINS Conference on Computational Intelligence in Decision and Control, FLINS 2008, 109-114, Madrid, Espagne, 21-24 Septembre , 2008

Sarra Ben Hariz

, Zied Elouedi

, Khaled Mellouli

Selection initial modes for belief k-modes method,
International Journal of Engineering and Applied Sciences 4(4), 236-245 , 2008

Sarra Ben Hariz

, Zied Elouedi

An incremental clustering approach within belief function theory,
The IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2008, 98-103, Palma De Majorque, Espagne, 1-3 Septembre , 2008

Wided Guezguez

, Nahla Ben Amor

Possibilistic Influence Diagrams Using Information Fusion,
12th International Conference on Information Precessing of Uncertainly in Knowledge Bades Systems ( IPMU'2008 ) ( CD-Rom), pp 345-352, Malaga ( Espagne ), 22-27 Juin , 2008

A. Heni

, Nahla Ben Amor

, S.Benferhat

, A.Alimi

Dynamic Possibilistic Networks : Representation and Exact Inference ,
IEEE International Conference on Computational Intelligence for Measurement Systems and Applications ( CIMSA'2007 ), 1-8,Ostuni ( Italy ), pp 27-29 Juin , 2007

Audun Josang

, Zied Elouedi

Interpreting Belief Functions as Dirichlet Distributions,
The Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, LNAI 4724 Springer, 393-404 Hammamet, Tunisie, 31 Octobre – 2 Novembre , 2007

Ben Abdelaziz F.

“Multiobjective Programming and Goal programming: New trends and Application”, Editorial, European Journal of Operational Research, 177, 1520- 1522,
, 2007

Ben Abdelaziz F.

, Aouni B.

, El Fayedh R.

“Portfolio Selection through the Stochastic Goal Programming”, European Journal of Operational Research, 177, 1811- 1823,
, 2007

Ben Abdelaziz F.

, Krichen S.

“Optimal Stopping Problem by two or more decision makers” Computational Management Sciences, 4, 2, pp 89-111.,
, 2007

Ben Abdelaziz F.

, Krichen S.

, Dridi O.

“ A Multiobjective Resource- Constrained Project-Scheduling Problem”, 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, in Computer Sciences Series, Springer,
, 2007

El Ghourabi, M.

, and Limam, M.

Residual Responses to Change Patterns of Autocorrelated Data,
Journal of Applied Statistics, Vol. 34, No. 7, pp. 785-798. , 2007

Fouad Ben Abdelaziz

, Saoussen krichen

, Olfa Dridi

A Multiobjective Resource-Constrained Project-Scheduling Problem,
Lecture Notes in Computer Science (LNAI) 2007, Springer Verlag, vol. 4724, pp. 719-730, 2007 , 2007

Ilyes Jenhani

, Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

, Khaled Mellouli

Information Affinity: a new similarity measure for possibilistic uncertain information,
The Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, LNAI 4724 Springer, 840-852, Hammamet, Tunisie, 31 Octobre – 2 Novembre , 2007

Ilyes Jenhani

, Zied Elouedi

, Nahla Ben Amor

, S.Benferhat

, Khaled Mellouli

Information Affinity : a new similarity measure for possibilistic uncertain information ,
9th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQARU'2007 ), LNAI 4724, Springer, pp 840-852, Hammamet (Tunisie ), 31 Octobre - 2 Novembre , 2007

Imen Jraidi

, Zied Elouedi

Belief Classification Approach Based on Generalized Credal EM,
The Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, LNAI 4724 Springer, 524-535, Hammamet, Tunisie, 31 Octobre – 2 Novembre , 2007

Karoui S.

, Bel Kadhi N.

, Ben Abdelaziz F.

''A game-theoretic model for a bidirectional Bluetooth authentication'', WSEAS transactions on Communications, 5 (6), pp. 1219-1227,
, 2007

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning belief decision tree methods in averaging and conjunctive approaches,
the International Journal of Approximate Reasoning, Vol 46(3): 568-595 , 2007

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning belief decision tree methods in averaging and conjunctive approaches,
International Journal of Approximate Reasoning, IJAR, 46, 568-595 , 2007

Adnane Zribi

, Zied Elouedi

Apprendre à programmer par l’exemple : Fiches de cours et exercices corrigés en C,
Centre de Publication Universitaire (CPU), ISBN : 978-9973-37-315-1 , 2006

Aouni B.

, Ben Abdelaziz F.

, Martel J. M.

Decision-Maker’s Preferences Modeling in the Stochastic Goal Programming, European Journal of Operational Research, 162 (3), 610-618,
, 2006

B . Haouari

, Nahla Ben Amor

, Zied Elouedi

, Khaled Mellouli

Naïve possibilistic network classifiers,
XIII Congres of International Association for Fuzzy-Set Management and Economy ( SIGEF'2006 ), pp 441-461, Hammamet ( Tunisie ), 30 Novembre - 2 Décembre , 2006

Bakhta Haouari

, Nahla Ben Amor

, Zied Elouedi

, Khaled Mellouli

Naïve possibilistic network classifier,
The Thirteenth Congress of International Association for Fuzzy-Set Management and Economy, SIGEF 2006, 441-461, Hammamet, Tunisie, 30 Novembre-2 Décembre , 2006

H .Bochrani

, Nahla Ben Amor

, Khaled Mellouli

Learning Bayesian network equivalence classes from incomplete data,
9th International Conference on Discovery sciance ( DS'2006 ), LNAI 4265, Springer, pp 291-295, Barcelone ( Espagne ), 7-10 Octobre , 2006

Mankai Ch

, Smine B

التحليل المورفولوجي للمركب الفعلي في اللغة العربية ,
Actes de The Third International Conference of Computer Science Practices in Arabic ( CSPA'06 ), 10-11 Mars 2006, Sharjah, UAE. , 2006 http://www.larodec.com/2006

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Qualitative classification with possibilistic decision trees,
Modern Information Processing : From Theory to Applications, Edition Elsevier [sélection de IPMU'2004] , 2006

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Réseaux Bayésiens naïfs et arbres de décision dans les systèmes de détection d'intrusions,
Technique et Science Informatiques, TSI, Volume 25 N°2, 167-196 , 2006

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Qualitative classification with possibilistic decision trees,
Chapitre d’ouvrage dans Modern information processing: From theory to applications, Elsevier (Sélection IPMU 2004), 159-170 , 2006

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Information-based evaluation function for probabilistic classifiers,
The Eleventh International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2006, 428-433, Paris, France, 2-7 Juillet , 2006

Nahla Ben Amor

, S.Benferhat

, Khaled Mellouli

A propagation algorithm for min-based possibilistic networks : From approximate to exact inference ,
4th International Conference on Computing, Communications and Control Technologies ( CCCT'2003 ),Orlondo ( USA ), 20-23 Juillet , 2006

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Information-based evaluation functions for probabilistic classifiers ,
11th International Conference on Information Processing of Uncertainly in Knowledge Based Systems ( IPMU'2006 ), pp 428-438, Paris (France ), 2-7 Juillet , 2006

Najeh Naffakhi

, Rim Faiz

A binary approach for the classification of images using a supervised learning,
In International Symposium on Image/Video Communications over fixed and mobile networks (ISIVC 2006) , 2006

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning Method of Belief Decision Trees,
World Academy of Science, Engineering and Technology, Special Journal Issue, Vol 21, 100-105 , 2006

Salsabil Trabelsi

, Zied Elouedi

, Khaled Mellouli

Pruning method of belief decision trees,
World Academy of Science, Engineering and Technology, Special Journal Issue, Vol 21, 100-105 , 2006

Sarra Ben Hariz

, Zied Elouedi

, Khaled Mellouli

Clustering approach using belief function theory,
The Twelveth International Conference on Artificial Intelligence: Methodology, Systems, Applications, AIMSA 2006, LNAI 4183 Springer, 162-171, Varna, Bulgarie, 13-15 Septembre , 2006

Smine B

, Mankai Ch

تركيبة المركب الفعلي و طريقة تحليله مورفولوجيا ,
Actes de The Third International Conference of Computer Science Pratices in Arabic ( CSPA'06 ), 10-11 Mars 2006, Sharjah, UAE. , 2006

Zied Elouedi

, Patrick Vannoorenberghe

Inférence statistique et modèle de croyances transférables,
Les Rencontres francophones sur la Logique Floue et ses Applications, LFA 2006, 61-68, Toulouse, France, 19-20 Octobre , 2006
Le Management de la Qualité: Est- il un moyen pour sortir de la crise?,
Invited speaker to La Journée mondiale de la Qualité à Tunis, ATUPQUA, Acropole, Tunis, 11 novembre 2010. , 2005

Afef Ben Brahim

, Riadh Khanchel

, Mohamed Limam

Solving data fusion problems using robust classifiers combination,
the International Conference on SOft Computing and PAttern Recognition, SOCPaR 2010, December 07-10, 2010, Cergy Pontoise, Paris, France. , 2005

Dhouha Mejri

, Mohamed Limam

Improved Dynamic Weighted Majority algorithm for parameter selection,
43eme Journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 2005

Ben Abdelaziz F.

, Masri H.

“Stochastic Programming with Fuzzy Linear Partial Information on Probability Distribution”, European Journal of Operational Research, 162(3), 619-629,
, 2005

Ben Abdelaziz F.

, Krichen S.

“An Interactive Method for the optimal Selection Problem with Two Decision Makers”, European Journal of Operational Research, 162(3), 602-609,
, 2005

Ben Abdelaziz F.

, Martel J. M.

, Mselmi A.

"IMGD: An Interactive Method for Group Decision Making", Journal of the Operational Research Society, 55, 464-474,
, 2005

Diebolt J.

, El-Aroui M.-A.

, Garrido M.

, Girard S.

Quasi-conjugate Bayes estimates for GPD parameters and application to heavy tails modelling,
Extremes, 8, No. 1-2. pp. 57-78. , 2005

Ilyes Jenhani

, Zied Elouedi

, Nahla Ben Amor

, Khaled Mellouli

Qualitative inference in possibilistic option decision trees,
The Eighth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2005, LNAI 3571 Springer, 944-955, Barcelone, Espagne, 6-8 Juillet , 2005

Ilyes Jenhani

, Zied Elouedi

, Nahla Ben Amor

, Khaled Mellouli

Qualitative inference in possibilistic option decision trees ,
8th Europen Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQARU'2005 ), lnai 3571, Springer, pp 944-955, Barcelone ( Espagne ), 6-8 Juillet , 2005

Nahla Ben Amor

, Salem Benferhat

Graphoid properties of qualitative possibilistic independence relations,
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Edition World Scientific, Vol. 13, No. 1, 59-96 , 2005

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Towards a definition of evaluation criteria for probabilistic classifiers,
The Eighth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2005, LNAI 3571 Springer, 921-931, Barcelone, Espagne, 6-8 Juillet , 2005

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Towards a Definition of Evaluation Criteria for Probabilistic Classifiers ,
8th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQARU'2005), LNAI 3571, Springer, pp 921-931, Barcelone ( Espagne ), 6-8 Juillet , 2005

Rim Faiz

, Najeh Naffakhi

, Khaled Mellouli

Apprentissage supervisé pour la classification des images basé sur la structure P-tree,
In D. A. Zighed et G. Venturini, editor, Revue des Nouvelles Technologies de l’Information (RNTI), volume 2, pages 469–480. Hermann , 2005 http://editions-rnti.fr/?inprocid=1000343

Ben Abdelaziz F.

, Enneifar L.

, Martel J. M.

A Multiobjective Fuzzy Stochastic Program for Water Resources Optimization: the Case of Lake Management, Information System and Operational Research Journal, Vol.42, 3, 201-215,
, 2004

Ben Abdelaziz F.

, Mamoghli Ch.

, Latifa A.

A Bivariate Risk aversion Measure, Finance India. Vol. XVII n°4, pp. 1693-1706,
, 2004

Ben Abdelaziz F.

, Mejri S.

“Application of goal Programming in Multiobjective Reservoir Operation Model in Tunisia”, European Journal of Operational Research, 133(2), 352-361,
, 2004

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Qualitative classification and evaluation in possibilistic decision trees,
IEEE International Conference on Fuzzy Systems, Fuzz-IEEE 2004, Vol II, 653-657, Budapest, Hongrie, 25-29 Juillet , 2004

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Qualitative classification with possibilistic decision trees,
The Tenth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2004, Vol II, 881-887, Pérouse, Italie, 4-9 Juillet , 2004

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Naive Bayes vs decision trees in intrusion detection systems ,
ACM SIG Symposium on Applied Computing, ACM 2004, 420-424, Nicosia, Chypre, 14-17 Mars , 2004

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Réseaux Bayésiens naïfs et arbres de décision dans les systèmes de,
Le 14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle (RFIA’04), Vol 3, 1175-1184, Toulouse, France, 28–30 Janvier , 2004

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Qualitative classification and evaluation in possibilistic decision trees,
Fuzz-IEEE Conference ( FuzzIEEE'2004) ( CD-Rom ), Budapest ( Hongrie ), pp 25-29 Juillet , 2004

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Qualitative Classification with Possibilistic Decision Trees ,
10th International Conference on Information Processing of Uncertainty in knowledge Based Systems ( IPMU'2004), Springer, pp 881-887, Perugia ( Italie ), 4-9 Juillet , 2004

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Naive Bayes vs Decision Trees in Intrusion Detection Systems,
19th Annual ACM SIG Symposium on Applied Computing ( ACM'2004), pp 420-424, Nicosie ( Chypre ), 14-17 Mars , 2004

Walid gani

, Mohamed Limam

A multivariate calibration approach based on support vector regression with direct orthogonal signal correction,
43eme Journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 2004

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

Assessing sensor reliability for multisensor data fusion with the transferable belief model,
IEEE Transactions on System Man and Cybernatics – Part B, 34, 782-787 , 2004

Amor Messaoud

, Porzio, G.C

, Hela abidi

, Mohamed Limam

A new data depth based EWMA control chart,
43eme journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 2003

Nahla Ben Amor

, Salem Benferhat

, Khaled Mellouli

Anytime propagation algorithm for min-based possibilistic graphs,
Soft Computing, A fusion of foundations, methodologies and applications, Springer-Verlag, Vol. 8, 150-161, 2003 [sélection de Soft-Ware 2002] , 2003

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

Naive Bayesian networks in intrusion detection systems,
The Fourteenth European Conference on Machine Learning, Workshop ECML03 on Probabilistic Graphical Models for Classification Springer, 11-23, Cavtat-Dubrovnik, Croatie, 23 Septembre , 2003

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

, Khaled Mellouli

Decision trees and qualitative possibilistic inference: application to the intrusion detection problem,
The Seventh European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2003, LNAI 2711 Springer, 419-431, Aalborg, Danemark, 2-5 Juillet , 2003

Nahla Ben Amor

, Salem Benferhat

, Zied Elouedi

, Frédéric Cuppens

Decision trees and qualitative inference for intrusion detection systems,
The Tenth International Fuzzy Systems Association World Congress on Fuzzy Sets and Systems, IFSA 2003, 191-194, Istanbul, Turquie, 29 Juin–2 Juillet , 2003

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Naive Bayesian Networks in Instrusion Detection Systems,
Workshop on Probabilistic Graphical Models for Classification,held at the 14th European Conference on Machine Learning ( ECML ) and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases ( PKDD ), Dubrovnik ( Croatie ), 22-26 Septembre , 2003

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

, Khaled Mellouli

Decision Trees and Qualitative Possibilistic Inference : Application to the Instruction Detection Problem ,
7th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly (ECSQARU'2003), LNAI 2711, Springer, pp 419-431, Alborg ( Danemark ), 3-5 Juillet , 2003

El-Aroui M.-A.

, Diebolt J.

On the use of the Peaks Over Thresholds method for estimating out-of-sample quantiles,
Computational Statistics and Data Analysis, 39, No. 4. pp. 453-475. June , 2002

Nahla Ben Amor

, Salem Benferhat

, Didier Dubois

, Khaled Mellouli

, Henri Prade

A theoretical framework for possibilistic independence in a weakly ordered setting, International Journal of Uncertainty,
Fuzziness and Knowledge-Based Systems, Edition World Scientific, Vol. 10, No. 2, 117-155 , 2002

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

A pre-pruning method in belief decision trees,
The Ninth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2002, Vol I, 579-586, Annecy, France, 1-5 Juillet , 2002

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

“Efficiency in Multiple Criteria Under Uncertainty”, Theory and Decision, 47(13), 191-211,
, 2001

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

Belief decision trees: theoretical foundations,
International Journal of Approximate Reasoning, IJAR 28, 91-124 , 2001

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

The evaluation of sensors' reliability and their tuning for multisensor data fusion within the transferable belief model,
The Sixth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2001, LNAI 2143 Springer, 350-361, Toulouse, France, 19-21 Septembre , 2001

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

Induction of belief decision trees: a conjunctive approach,
The Tenth Conference of the Applied Stochastic Models and Data Analysis ASMDA-2001, 404-409, Compiègne, France, 12-15 Juin , 2001

Dhouha Mejri

, Mohamed Limam

, Weihs Claus

On Dynamic Weighted Majority algorithm based on Genetic Algorithm,
GfKl, Algorithms from & for Nature and Life, Frankfurt am Main, Marburg, Germany, August 30 to September 2, 2011 , 2000

Lakhal, L.

, et Limam, M.

La relation stratégie Qualité-Structure Organisationnelle : Une Recherche Empirique auprés des Entreprises Tunisiennes,
La Revue des Sciences de Gestion, Direction et Gestion, 35, 182-183, pp. 17-25. , 2000

Nahla Ben Amor

, Salem Benferhat

, Khaled Mellouli

Qualitative possibilistic independence based on plausibility relations,
Technologies for Constructing Intelligent Systems, Edition Physica-Verlag, 31-44, [sélection de IPMU'2000] , 2000

Zied Elouedi

, Khaled Mellouli

Classifying scenarios using belief decision trees,
The Third International Conference on Discovery Science, DS 2000, LNCS 1967 Springer, 127-140, Kyoto Research Park, Kyoto, Japan, 4-6 Décembre , 2000

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

Classification with belief decision trees,
The Ninth International Conference on Artificial Intelligence: Methodology, Systems, Applications, AIMSA 2000, LNAI 1904 Springer, 80-90, Varna, Bulgarie, 20-23 Septembre , 2000

Zied Elouedi

, Khaled Mellouli

, Philippe Smets

Decision trees using the belief function theory,
The Eighth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2000, Vol I, 141-148, Madrid, Espagne, 3-7 Juillet , 2000

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

“Distributional Efficiency in Multiobjective Stochastic Linear Programming”, European Journal of Operational Research, 85, 399-415.,
, 1999

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

Dominance and Efficiency in Multiobjective Stochastic Linear Programming, in Caballero R, Ruiz F. and Steuer R. (eds.), Advances in Multiple Objective and Goal Programming, Lecture Notes in Economics and Mathematical Systems, Springer.,
, 1999

Bouassida, R.

, et Limam, M.

les Réseaux de Neurones Artificielles pour l’Amélioration de la Qualité, INRIA,
Revue Modulad, No. 23, 35- 52. , 1999

El-Aroui M.-A.

The Predictive-Sequential goodness-of- t approach: a study of the exponential distribution case,
Sequential Analysis, 18, No. 3-4. pp. 189-202. , 1999

Limam, M.

On Tolerance Bounds for Weibull Regression Models, Statistique et Analyses des Données,
Statistique et Analyses des Données, Vol. 16, No. 1, pp. 43 - 54. , 1999

Sondes Fayech

, Nadia Essoussi

, Mohamed Limam

DM-PRED METHOD: A New Method to Predict Secondary Structures Based on Data Mining Techniques,
BIOKDD’11/DEXA'11 Workshop, Toulouse, France, 29 Aug 2011 - 02 Sept. 2011. , 1999

Hajlaoui, M.

, et Limam, M.

Contrôle Economique Linéaire au Coût Minimal de la Qualité Optimisation et Décision,
Actes de FRANCORO II, pp.159 - 167, Sousse, Tunisie, 6 - 8, Avril 1998. , 1998

Khaled Mellouli

, Nahla Ben Amor

, Zied Elouedi

A new approach to the scenario method,
The Third International Conference on Systems Science and Systems Engineering ICSSSE'98, 319-324, Beijing, Chine, 25-28 Août , 1998

Walid Gani

, Mohamed Limam

A Robust Approach for Calibration of Near-Infrared Spectra,
ENBIS-11 Coimbra, Portugal, 4 – 8 September 2011. , 1998

Zied Elouedi

, Khaled Mellouli

Pooling dependent expert opinions using the theory of evidence,
The Seventh Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'98, Vol I, 32-39, Paris, France, 6-10 Juillet , 1998

Zied Elouedi

, Khaled Mellouli

Evaluating and ranking scenarios using belief function based model,
Computational Engineering in Systems Applications CESA'98, 102-106, Hammamet, Tunisie, 1-4 Avril , 1998

Amira Dridi

, Mohamed El Ghourabi

, Mohamed Limam

A new Financial Stress Index Framework Based on RST-SVR-CBR,
CALDAG 2001, The 8th International Meeting of the Classification and Data Analysis Group, Italian statistical Society, Pavia, Italy, 7-9 september, 2011. , 1997

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

Distributional Unanimity in Multiobjective Stochastic Programming, in J. N. Climaco (ed.), Multicriteria Analysis, Springer Verlag,
, 1997

Limam, M.

Les Intervalles de Tolérance Simultanés dans la Regression,
Actes des XXIXème Journées de Statistique, ASU-SSF, Carcassonne, France, 26 - 30 mai 1997, pp. 560 - 563. , 1997

Zied Elouedi

, Khaled Mellouli

Pooling expert opinions using Dempster-Shafer theory of evidence,
The IEEE International Conference On Systems, Man, and Cybernetics, 1103-1108, Orlondo, USA, 12-15 Octobre , 1997

Mohamed Limam.

Quelle statistique enseigner?,
Table Ronde: Regards croisés sur l’enseignement de la statistique: Zoom sur la Tunisie, 43 journées de Statistique, JDS 2011, organized by SFdS, Gammarth, Tunis, 23-27 May, 2011. , 1996

Bhatti, M.I.

, and Limam, M.

On the Construction of β-Content Tolerance Limits for One – Way Random Model,
Proceedings of the Sixth Stat. Sem. Karachi University, pp. 277-290. , 1996

El-Aroui M.-A.

, Soler J.L.

A Bayes Nonparametric Framework for Software Reliability Analysis,
IEEE Trans. on Reliability, 45, No. 4. pp. 652-660. December , 1996

El-Aroui M.-A.

, Lavergne Ch.

Generalized Linear Models in Software Reliability: parametric and semi-parametric approaches,
IEEE Trans. on Reliability, 45, No. 3. pp. 463-470. September , 1996

Limam, M.

Prediction Intervals for the Random One-Way ANOVA Model and the,
Pakistan Journal of Statistics, 12, 1, 85 - 91. , 1996

Al-Qunaibet, M.H

, Limam, M.

, and Sofian Badr Ed. Din

Testing for Returns to Scale in Dairy Farms in Saudi Arabia,
Journal of King Saud University - Agricultural Sciences, 7, 1, 3 -11. , 1995

Ben Abdelaziz F.

, Lang P.

, Nadeau R.

“Pointwise Efficiency in Multiobjective Stochastic Linear Programming”, Journal of the Operational Research Society, 45 (11), 1324-1334,
, 1995

Ben Abdelaziz F.

, Krichen S.

, Chaouachi J.

A Hybrid Heuristic for Multiobjective Knapsack Problems, in S. Voss et. al. (eds) Meta-Heuristics: Advances and Trends in Local Search Paradigms for Optimization, 205-212, Kluwer,
, 1994

Limam, M.

Design and Analysis of Experiments,
Book in Arabic published by Mars Publishing Company, Riyadh, Saudi Arabia, 450 pages. , 1994

Hussein, M.F.

, Limam M.

, and Others

The Haematology of Growing Camels During the First Year of Life,,
Asian Journal of Animal Sciences, 5, 3, 519-525. , 1992

Limam, M.

Prediction Limits and B-Expectation Tolerance Limits for the One-Way Random Effects Model,
The Egyptian Statistical Journal, ISSR, Cairo University, 35, 1, 54-63. , 1992

Limam, M.

, and Sofian Badr Ed. Din

On β-Content Tolerance Limits for the Balanced Random One-Way Model,
a Contributed paper to the Third ISOSS Conference on Statistical Sciences, August 25-29, 1992, Rabat, Morocco, Proceedings of ICCS-III, Vol. V, pp. 189-200. , 1992

Limam, M.

On Tolerance Bands in Regression,
Pakistan Journal of Statistics, Series A, 7, 1, 63-70. , 1991

Mohamed Limam

An Approach to Tolerance Limits with Two Stage Sampling From Normal Populations,
Pakistan Journal of Statistics, Series B, 6, 1, 1-8. , 1990

Al-Hmoudi, K.A.

, and Limam, M.

Forecasting the Agricultural Gross Domestic Product in Saudi Arabia,
Journal of King Saud University-Agricultural Sciences, 10, 1, 17-25. , 1988

Limam, M.

Prediction Limits in the Balanced Random One-Way Model,
Arab Journal of Scientific Research-Mathematical and Physical Sciences, 6, 3, 329-355. , 1988

Limam, M.

Kinked Growth Models: An Application to Saudi Arabia Economic Sectors,
Journal of King Saud University-Administrative Sciences, 1, 2, 17-23. , 1988

Bouassida, R.

, El Aroui, M.A.

, and Limam, M.

Multivariate Control Chart Interpretation : Neural Computing vs Hotelling’s T² Decomposition, Computational Intelligence for Modelling, Control and Automation,
CIMCA’99, pp. 34 - 39. , 1986

Al-Qunaibet, M.H.

, Limam M.

, and Others

Econometric Analysis of the Demand for Dates in Saudi Arabia,
Proceedings of the Second Symposium on Date Palm, KSA, pp.565-576. , 1986

Limam, M.

, and Thomas, D.R.

Simultaneous Tolerance Intervals in the Random One-Way Model with Covariates,
Communications in Statistics, Computation and Simulation, 17, 3, 1007-1019. , 1984
The Change Point Model: SPC Method for Short Run Autocorrelated Data, Quality Technology and Quantitative Management,
Vol. 4, No. 3, pp.313-329.

Boujenfa, K.

, Essoussi, N.

, and Limam, M.

Comparison of Phylogenetic Trees of Multiple Protein Sequence Alignment Methods,
Proceedings of World Academy of Science, Engineering and Technology, October 2008, Volume 34, ISSN 2070-3740, pp. 322-327.

Haouari, F.

, and Limam, M.

Gene Expression Measures of Oligonucleotide Microarray Technology, in Statistics in Genomics and Proteomics, Ed. By Urfer, W. and Turkman, A.A,
Proceedings of the Workshop on Statistics in Genomics and Proteomics, pp. 77-92, Monte Estoril, Portugal

Limam, M.

, and Taleb, H.

Applying Hotelling’s T 2 Control chart to Multivariate Attribute Processes,
Proceedings of the International Symposium on computational Intelligence and Intelligent Informatics, Nabeul, May 19-23, 2003, pp. 155-159.

Amayed, Y.

, et Limam, M.

Comparaison Entre Deux Variantes de Carte de Contrôle Xbar ,
Actes des 32eme Journées de Statistique, SFdS, Fès, Maroc, pp. 771 - 775.

Ben Khedhiri, I.

, Weihs C.

, and Limam, M.

Adaptive kernel principal component analysis for nonlinear non-stationary process monitoring,
Proceedings of MSDM’09, TASA, Hammamet, March 5-6, 2009.

Ben Brahim, A.

, Khanchel, R.

, and Limam, M.

Solving data fusion problems using robust classifiers combination,,
Proceedings of the 2010 International Conference on Soft Computing and Pattern Recognition, SoCPaR 2010, Cergy-Pontoise – Paris, France, 7-10 December 2010; Art No.. 5686639, pp. 303-308.

Ben Khedhiri, I.

, Weihs, C.

, and Limam, M.

On the analysis of optimal parameters selection of Support Vector Domain Description,
Proceedings of JDS, 43eme Journées de Statistique, pp. 1-6, SFdS, Gammarth, 23-27 May 2011, Tunis.

Besam Belhadj

, Mohamed Limam

New Axiomatic Fuzzy Indices for Multidimensional Poverty,
Economic Research Forum, ERF 18th Annual Conference, Cairo, Egypt, 2011.

Bhatti, M.I

, and Limam, M.

On the Construction of β-Content Tolerance Limits for One – Way Random Model,
Proceedings of the Sixth Stat. Sem. Karachi University, pp. 277-290.

Boujenfa, K.

, and Limam, M.

A Protein Sequence Classification Method Based on Phylogenetic Tree Khaddouja,
Proceedings of JDS, 43eme Journées de Statistique, SFdS, Gammarth, 23-27 May 2011, Tunis.

Hajlaoui, M.

, et Limam, M.

Contrôle Economique Linéaire au Coût Minimal de la Qualité, Optimisation et Décision,
Actes de FRANCORO II, pp.159 - 167, Sousse, Tunisie, 6 -8

Imen Kooli

, Mohamed Limam

Sensitivity Study of Bayesian Attribute Control Charts,
TMSS Annual Meeting, Hammamet, Tunisia, June-26-27, 2007.

Khanchel, R.

, and Limam, M.

Empirical Comparison of Arcing Algorithms, Proceedings of ASMDA,,
Applied Statistical Modelling and Data Analysis, pp. 1433-1440, ENST, France, May 2005.

Kooli, I.

, and Limam, M.

On Economic Design of np Control Charts using Variable Sampling Interval,
Actes de FRANCORO V, Grenoble, France, 20-23 February 2007, pp. 157-166.

Lakhal, L.

, Limam, M.

, et Pasin, F.

La qualité du produit et son impact sur la performance financière et non-financière,
un modèle causal, Cahier de Recherche HEC; No : 03 - 03, Direction de la recherche, 35 p., HEC Montréal, Canada.

Lakhal, L.

, Pasin, F.

, and Limam, M.

A New Model for the "Quality - Financial Performance" Relationship,
Cahier du Groupe de Recherche: CHAINE, No.: 05-03, 22 pages, HEC-Montreal, Canada.

Lasaad El Moubarki

, Ghazi Bel Mufti

, Patrice Bertrand

, and Mohamed Limam

Analyse de la stabilité d’une partition basée sur la cohésion et l’isolation des classes,
Rencontre SFC, 2009.

Limam, M.

Les Intervalles de Tolérance Simultanés dans la Regression,
Actes des XXIXème Journées de Statistique, ASU-SSF, Carcassonne, France, 26 - 30 mai 1997, pp. 560 -563.

Mohamed Limam.

Statistical Service for R&D programs,
Seminaire National sur l’Analyse de l’information Statistique au service du Développement, Conseil National de la Statistique, Abou Nawas, Tunis, 13-14 April 2005.

Mohamed Limam.

Co-diploma: a Strategic choice for Tunisia,
Seminar: La Co-diplomation, organized by University of Sfax / CEMUR, Hotel Syphax, Sfax, March 20, 2004.

Taleb, H.

, and Limam, M.

,

Fuzzy Multivariate Control Charts for Multinomial Attribute Processes,
Proceedings of the Joint Japan Tunisia Workshop on Computer Systems and Information Technology, pp. 96-102, JT-CSIT’04, the University of Electro- Communications, Tokyo, Japan,

Abir Smiti

, Zied ELOUEDI

COID: A maintaining case method based on Clustering, Outliers and Internal Detection,
Chapitre d’ouvrage dans Studies in Computational Intelligence SCI295 Springer (Sélection SNPD 2010), 39-52

Al-Qunaibet, M.H

, Limam M.

, and Others

Econometric Analysis of the Demand for Dates in Saudi Arabia,
Proceedings of the Second Symposium on Date Palm, KSA, pp. 565-576.

Amira Essaid

, Arnaud Martin

, Grégory Smits

, Boutheina Ben Yaghlane

Uncertainty in ontology matching: a decision rule-based approach,
International Conference on Information Processing and Management of Uncertainty in Knowledge- based Systems (IPMU’14), Springer,CCIS 442, Montpellier, France, July 15-19, pp 46-55, 2014

Amira Essaid

, Arnaud Martin

, Grégory Smits

, Boutheina Ben Yaghlane

Processus de Décision Crédibiliste pour l'Alignement des Ontologies,
Rencontres Francophones sur la Logique Floue et ses Applications (LFA), octobre 2013, Reims, France.

Amira Essaid

, Boutheina Ben Yaghlane

, Arnaud Martin

Gestion du conflit dans l'appariement des ontologies,
Atelier Graphes et Appariement des objets complexes, Extraction et Gestion des Connaissances (EGC), 25 janvier 2011, Brest, France.

Amira Essaid

, Boutheina Ben Yaghlane

Vers une représentation incertaine des classes d’une ontologie OWL par une approche évidentielle,
Journées Francophones sur les Ontologies (JFO’2009), Poitiers, France. Décembre 2009.

Amira Essaid

, Boutheina Ben Yaghlane

BeliefOWL: an evidential representation in OWL ontology,
In Proceedings of Workshop on Uncertainty for the semantic Web (URSW’2009) at the 8th International Semantic Web Conference (ISWC), Washington, D.C., U.S.A, pages 77-80.

Bakhta Haouari

, Nahla BEN AMOR

, Zied Elouedi

, Khaled Mellouli

Naïve Possibilistic Network Classifiers,
Fuzzy Sets and Systems (FSS), Vol. 160, Issue 22, 3224-3238

Belhadj, B

, Mohamed Limam

Unidimensional and Multidimensional Fuzzy Poverty Measures from a Bootstrap Method Perspective,

Ben Abdelaziz F

, Mejri S.

Decentralized Bilevel Model for Shared Inventory Management accepted for publication in Production Planning and Control,

Ben Kharrat Firas

, Aymen Elkhlifi

, Faiz Rim

Recommendation systems based on online user's action,
In the 15th International Conference on Computer and Information Technology (CIT 2015), IEEE, livrePool, UK, 26-28 October, pages 485-490.
[BibTeX...]
Télécharger: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7363110

Ben N'Cir Chiheb-Eddine

, Essoussi Nadia

Recognition of overlapping Patterns with Linear and Non-Linear Separations using Positive Definite Kernels.,
<p>International Journal of Computer Application (IJCA), Volume 56, pages 1-8.</p>

Bouaguel Waad

, Beninel Farid

, Bel Mufti Ghazi

From generalized discrimination to logistic discrimination : Logistic sub-models definition for populations’ mixture in credit scoring,
Second Meeting on Statistics and Data Mining (MSDM 2010), Hammamet -Tunisie, Mars, 2010.

Bouassida, R.

, El Aroui, M.A.

, and Limam, M.

Multivariate Control Chart Interpretation : Neural Computing vs Hotelling’s T² Decomposition, Computational Intelligence for Modelling, Control and Automation,
CIMCA’99, pp. 34 - 39.

El Ghourabi, M.

, Dridi, A.

, and Limam, M.

A new financial stress Index framaework based on RST-SVR-CBR,
submitted to Advances in Statistical Analysis

Faisal Mili

, Mohamed Limam

Neural Networks Classification in Data Mining,
International Conference on Classification organized by the German Classification Society and the Dutch Classification Society, Department of Statistics, University of Dortmund, Dortmund, March 9 - 11, 2004.

Fatma Haouari

, Hassen Taleb

, Mohamed Limam

, and A Kel

Inferring gene regulatory network: a comparison study,
Proceedings of MSDM 2009, Hammamet, Tunisia, March 5 - 6, 2009.

Fatma Haouari

, Mohamed Limam

Gene Expression Measures of Oligonucleotide Microarray Technology,
First Mediterranean Congress on Biotechnology (MBC1), Hammamet, Tunisia, 26-29 March, 2006.

Fayech, S.

, Essoussi, N.

, and Limam, M.

DM-Pred Method: A New Method to Predict Secondary Structures Based on Data Mining Techniques,
22nd International Workshop on Database and Expert Systems Applications, DEXA, pp. 445-449, France

Gani, W.

, and Limam, M.

An outlier resistant regression method for building robust multivariate calibration,
Submitted to Journal of Computational Statistics and Data Analysis.

H.Bochrani

, M.Chaouachi

, Nahla Ben Amor

Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions ,
9th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainly ( ECSQA-RU'2007), LNAI 4724, Springer, pp 17-29, Hammamet ( Tunisie ), 31 Octobre - 2 Novembre

Hassen Taleb

, Mohamed Limam

Fuzzy Multinomial Control charts,
9th Congress of the Italian Association for Artificial Intelligence, University of Milano, Bicocca, Milan, Italy, 21-23, Sept.2005.

Hassen Taleb

, Mohamed Limam

, K Hirota

Multinomial Control charts,
Symposium on Computational Intelligence and Intelligent Systems, Hammamet, Tunisia, Sept 2005.

Issam Ben Khediri

, Claus Wiehs

, Mohamed Limam

Kernel principal component analysis for process control,
Proceedings of MSDM 2009, Hammamet, Tunisia, March 5 - 6, 2009.

Khaddouja Boujenfa

, Nadia Essoussi

, Mohamed Limam

Comparison of phylogenetic trees of multiple protein sequence alignment Methods,
International Conference on Bioinformatics and Biomedecine, ICBB, WCSET’2008, Venise, Italy, October 29-31, 2008

Khaddouja Boujenfa

, Nadia Essoussi

, Mohamed Limam

An Alignment Structure Method for the classification of Protein Structures,
First Tunisian–German Meeting on Bioinformatics, Center of Biotechnology, Borj Cedria, 8-10 September 2006.

Khaddouja Boujenfa

, Mohamed Limam

, Nadia Essoussi

Finding Consensus Patterns in Unaligned DNA Sequences,
Tunisian–Japanese Symposium for Science and Technology, Sousse, Tunisia, 10-11 November 2005.

Khaddouja Boujenfa

, Nadia Essoussi

, Mohamed Limam

Evaluation of Multiple Alignment Methods based on Phylogenetic Trees,
TMSS Annual Meeting, Hammamet, Tunisia, June-26-27, 2007.

Mohamed Aymen Ben HajKacem

, Chiheb-Eddine Ben N cir

, Nadia Essoussi

Parallel K-prototypes for Clustering Big Data,
The 7th International Conference on Computational Collective Intelligence Technologies and Applications 21-23 September, Madrid, Spain

Mohamed Limam

On economic design of adaptive control charts for attribute data,
8th Workshop on Quality Improvement Methods, University of Dortmund, Witten-Bommerholz, Germany, May 22-23, 2009.

Mohamed Limam

Scientific Research Management in New Universities, in Deanship of Scientific Research, and Quality Management in Higher Education, in Deanship of Academic Development,
Two Workshops in Quassim University, Saudi Arabia, March 13-19, 2008.

Montassar Ben Messaoud

, Philippe Leray

, Nahla Ben Amor

SemCaDo: A serendipitous strategy for causal discovery and ontology evolution,
Knowledge-Based Systems Journal http://www.sciencedirect.com/science/article/pii/S0950705114004444
[BibTeX...]
@article{BenMessaoud2014, title = "SemCaDo: A serendipitous strategy for causal discovery and ontology evolution ", journal = "Knowledge-Based Systems ", volume = "", number = "0", pages = " - ", year = "2014", note = "", issn = "0950-7051", doi = "http://dx.doi.org/10.1016/j.knosys.2014.12.006", url = "http://www.sciencedirect.com/science/article/pii/S0950705114004444", author = "Montassar Ben Messaoud and Philippe Leray and Nahla Ben Amor", keywords = "Causal Bayesian Networks", keywords = "Domain ontologies", keywords = "Serendipity", keywords = "Decisional guidance", keywords = "Causal discovery", keywords = "Experimental data", keywords = "Ontology evolution ", abstract = "Abstract Within the last years, probabilistic causality has become a very active research topic in artificial intelligence and statistics communities. Due to its high impact in various applications involving reasoning tasks, machine learning researchers have proposed a number of techniques to learn Causal Bayesian Networks. Within the existing works in this direction, few studies have explicitly considered the role that decisional guidance might play to alternate between observational and experimental data processing. In this paper, we go further by introducing a serendipitous strategy to elucidate semantic background knowledge provided by the domain ontology to learn the causal structure of Bayesian Networks. We also complement our contribution with an enrichment process by which it will be possible to reuse these causal discoveries, support the evolving character of the semantic background and make an ontology evolution. Finally, the proposed method will be validated through simulations and real data analysis. " }

Montassar Ben Messaoud

DYNAMIC: a collaborative filtering strategy for assigning examination's rooms to supervisors,
SAC 2015

Nahla Ben Amor

, S.Benferhat

, Zied Elouedi

Réseaux Bayésiens Naïfs et Arbres de Décision dans les systèmes de Détection d'Intrusions ,
14ème congrès Francophone AFRIF-AFIA, Reconnaissance des Formes et Intelligence Artificielle ( RFIA'2004 ), pp 1175-1184, Toulouse ( France ), 28-30 Janvier 2004 ( version française ACM'2004)

Oumayma Bahri

, Nahla Ben Amor

, T.El-Ghazali

A Possibilistic framework for solving multi-objective problems under uncertainly : Definition of new Pareto optimality ,
16th International Workshop on Nature Inspired Distributed Computing ( NIDISC'2013 ),Boston, Massachusetts ( USA ), 20-24 Mai

Riadh Khanchel

, Mohamed Limam

An Empirical Comparison of Arcing and Randomization Extension,
The International Conference on Computing & e-Systems, TIGERA-USA, Hammamet, Tunisia, March 12-14, 2007.

Riadh Khanchel

, Mohamed Limam

Empirical comparison of Arcing Algorithms,
Applied Statistical Modelling and Data Analysis, ASMDA, France, May 2005.

Riadh Khanchel

, Mohamed Limam

Empirical comparison of Boosting Algorithms,
International Conference on Classification organized by the German Classification Society and the Dutch Classification Society, Department of Statistics, University of Dortmund, Dortmund, March 9 - 11, 2004.

Sabrine Mallek

, Imen Boukhris

, Zied ELouedi

Predicting Proteins Functional Family: A Graph-based Similarity Derived from Community Detection,
The 7th International Conference on Intelligent Systems, IS’14, Advances in Intelligent Systems and Computing 323 Springer, 529-639, Varsaw, Poland, 24-26, September http://link.springer.com/chapter/10.1007%2F978-3-319-11310-4_54
[BibTeX...]
@inproceedings{ year={2015}, isbn={978-3-319-11309-8}, booktitle={Intelligent Systems'2014}, volume={323}, series={Advances in Intelligent Systems and Computing}, editor={Filev, D. and Jabłkowski, J. and Kacprzyk, J. and Krawczak, M. and Popchev, I. and Rutkowski, L. and Sgurev, V. and Sotirova, E. and Szynkarczyk, P. and Zadrozny, S.}, doi={10.1007/978-3-319-11310-4_54}, title={Predicting Proteins Functional Family: A Graph-Based Similarity Derived from Community Detection}, url={http://dx.doi.org/10.1007/978-3-319-11310-4_54}, publisher={Springer International Publishing}, keywords={graph-based similarity; community; protein binding sites classification; maximum almost common subgraph}, author={Mallek, Sabrine and Boukhris, Imen and Elouedi, Zied}, pages={629-639}, language={English} }

Sawssen Bahria

, Nedia Essoussi

, Mohamed Limam

Geostatistical estimation and support vector machines for hyperspectral data classification,
Proceedings of MSDM 2009, Hammamet, Tunisia, March 5-6, 2009.

Sondes Fayech

, Nadia Essoussi

, Mohamed Limam

Comparative Study of Protein Secondary Structure Prediction Methods,
Tunisian Management Science Society, (TMSS) Annual Meeting, Hammamet, Tunisia, June 26-27, 2007.

Taleb, H.

, Limam, M.

, and Hirota, K.

Fuzzy Methodologies for Multivariate Attribute Processes, Proceedings of the International Symposium on Computational Intelligence and Intelligent Informatics,
(Outstanding paper award) ISCIII05, pp. 109-119.

Walid Gani

, Mohamed Limam

, Hassen Taleb

Statistical Process Control using Support Vector Machines,
TMSS Annual Meeting, Hammamet, Tunisia, June-26-27, 2007.

Zeineb Chelly

Data Pre-processing Based on Rough Sets and the Link to Other Theories,
Proceedings of the Second International Afro-European Conference for Industrial Advancement, AECIA'2016, Villejuif, France, Springer, pp 5-7.

­Smine B

, Faiz R

, Desclés J-P

Relevant learning objects extraction based on semantic annotation,
International Journal of Metadata, Semantics and Ontologies, Volume 8, N°1, 2013, p.13-27.