Raouia Ayachi

Raouia

Ayachi

raouia.ayachi@gmail.com

Maître assistant

Cursus universitaire

Doctorat en Informatique de Gestion

2013

Institut Supérieur de Gestion de Tunis et Université d'Artois

Mastère en Informatique de Gestion

2009

Institut Supérieur de Gestion de Tunis

Maîtrise en Informatique de Gestion

2007

Institut Supérieur de Gestion de Tunis

Baccalauréat Mathématiques

2003

Lycée secondaire Jeunes filles de Kairouan

Expérience professionnelle

Maître assistante en Informatique de Gestion

2013...

Ecole Supérieure des Sciences Economiques et Commerciales de Tunis (ESSECT)

Assistante en Informatique de Gestion

2012-2013

Institut Supérieur d'Informatique et de Gestion de Kairouan (ISIGK)

Assistante contractuelle en Informatique de Gestion

2009-2012

Institut Supérieur de Gestion de Tunis (ISG)

Modules enseignés

Conception des Systèmes Informatiques

Cours de mastère professionnel M1 - e-marketing et e-management - ESSECT - 2013-2014

Gestion et Conduite de projets

Cours de mastère professionnel M1 - Entrepreneuriat dans l'économie numérique - ESSECT - 2013-2014

Informatique et Gestion de projets

Cours de mastère professionnel M1 - Entrepreneuriat dans l'économie numérique - ESSECT - 2013-2014

Méthodologie de Conception Orientée Objet

Cours - 2ème année Licence Appliquée en Informatique de Gestion- ESSECT - 2013-2014

Environnement de développement

Cours intégré - 1 ère année Licence Appliquée en Informatique de Gestion - ESSECT - 2013-2014

Gestion de projets

Cours intégré - 3 ème année Licence Appliquée en E-services - ISIGK - 2012-2013

Environnement de développement-Programmation Base de Données

Cours - 3 ème année Licence Fondamentale en Sciences de l'Informatique - ISIGK - 2012-2013

Algorithmique et Structures de Données I et II

Cours et TD - 1 ère année Licence Fondamentale en Informatique de Gestion - ISG - 2009-2012

Atelier de Programmation I et II

Cours et TD - 1 ère année Licence Fondamentale en Informatique de Gestion - ISG - 2009-2012

Atelier de Programmation I

Cours - 1 ère année Licence Appliquée en Informatique de Gestion - ESSECT - 2014-2015

Systèmes Interactifs d'Aide à la Décision

Cours - 3 ème année Licence Appliquée en Informatique de Gestion - ESSECT - 2014-2015

Thèse de doctorat

Compiling Possibilistic Graphical Models: From Inference to Decision

Directeurs:

Nahla Ben Amor

, Salem Benferhat

Année soutenance: 2013

Institut Supérieur de Gestion de Tunis et Université d'Artois

thesis_raouia_ayachi.pdf

Mémoire de mastère / DEA

Brain Tumor Segmentation using Support Vector Machines

Directeurs:

Nahla Ben Amor

Année soutenance: 2009

Institut Supérieur de Gestion de Tunis

master_raouia_ayachi.pdf

Publications

Revues internationales

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 , 2015

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 , 2015

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

Chapitres d’ouvrages

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 , 2016

Conférences Internationales avec comité de lecture et actes

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

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

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

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

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

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

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

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

, 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

Autres

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

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

Compiling Possibilistic Graphical Models: From Inference to Decision

, Salem Benferhat

Brain Tumor Segmentation using Support Vector Machines

Revues internationales

, Raouia Ayachi

, Zied Elouedi

, Nahla Ben Amor

, Sehl Mellouli

Decision Model for Policy-Makers in the Context of Citizens Engagement: Application on Participatory Budgeting,

, Imen Boukhris

, Sehl Mellouli

, Nahla Ben Amor

, Zied Elouedi

Proactive and Reactive E-government Services Recommendation,

, Nahla Ben Amor

, Salem Benferhat

Inference using compiled min-based possibilistic causal networks in the presence of interventions,

, Nahla Ben Amor

, Salem Benferhat

A generic framework for a compilation-based inference in probabilistic and possibilistic networks,

Chapitres d’ouvrages

Manel Slokom

, Raouia Ayachi

A Hybrid User and Item Based Collaborative Filtering Approach by Possibilistic Similarity Fusion,

Conférences Internationales avec comité de lecture et actes

Azza Zidi

, Nahla Ben Amor

, Raouia Ayachi

Fuzzy non‐cooperative bargaining process of international climate change negotiations : Case of the Kyoto Protocol ,

, Raouia Ayachi

, Nahla Ben Amor

A Dynamic Community-Based Personalization for e-Government Services,

Manel Slokom

, Raouia Ayachi

A new item-based recommendation approach under a possibilistic framework,

Manel Slokom

, Raouia Ayachi

Towards a new possibilistic collaborative filtering approach,

Yosra Ben Slimen

, Raouia Ayachi

, Nahla Ben Amor

Probability-Possibility Transformation: Application to Bayesian and Possibilistic Networks,

, Raouia Ayachi

A novel personalized academic venue hybrid recommender,

, Nahla Ben Amor

, Salem Benferhat

A Comparative Study of Compilation-Based Inference Methods for Min-Based Possibilistic Networks,

, Nahla Ben Amor

, Salem Benferhat

Possibilistic local structure for compiling min-based networks,

, Nahla Ben Amor

, Salem Benferhat

Inference using Compiled Product-based Possibilistic Networks,

, Raouia Ayachi

, Nahla Ben Amor

Collaborative Filtering based on Dynamic Community Detection,

, Nahla Ben Amor

, Salem Benferhat

Compiling Min-based Possibilistic Causal Networks: A mutilated-based Approach,

, Nahla Ben Amor

, Salem Benferhat

Experimental Comparative Study of Compilation-based Inference in Bayesian and Possibilitic Networks,

, Nahla Ben Amor

, Salem Benferhat

An augmented-based approach for Compiling Min-based Possibilistic Causal Networks,

, Nahla Ben Amor

, Salem Benferhat

, Rolf Haenni

Compiling Possibilistic Networks : Alternative Approaches to Possibilistic Inference,

, Nahla Ben Amor

Brain Tumor Segmentation using Support Vector Machines,

Autres

, Nahla Ben Amor

, Salem Benferhat

Experimental study of compilation based inference methods for min-based possibilistic networks,

, Nahla Ben Amor

, Salem Benferhat

Nouvelles méthodes pour l'inférence basées sur la compilation des réseaux possibilistes,

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