Zeineb Chelly
<p>Evolutionary Algorithms, Artificial Immune Systems</p>
<p>Uncertainty Theories (Fuzzy set theory, belief function theory, possibility theory, etc.)</p>
<p>Rough set and fuzzy rough set theories</p>
<p>Classification, Clustering and Fuzzy Clustering</p>
<p>Data mining</p>
<p>Machine learning</p>
<p>M-health applications</p>
Lecturer in Computer Science (Contractual)
2010-2012
Faculté des Sciences Economiques et de Gestion de Nabeul
Lecturer in Computer Science (permanent)
2012---till now
Institut Supérieure de Gestion de Tunis
Free Software
E_Learning
Algorithm
C programming
Autres:
<p>Supervision of Bachelor Students</p>
Tutoriels et séminaires:
<p>LATEX writing standards</p>
Projets de coopération:
<p>- Host researcher : Prof. Juan Julián Merelo Guervós Granada Excellence Network of Innovation Laboratories (GENIL-SSV2015), Granada, Spain Title of the project: Dealing with noise in evolutionary algorithms using statistical techniques, rough sets and fuzzy sets.</p>
Comité de programme:
<p>Program Committee Member in “The Genetic and Evolutionary Computation Conference, GECCO” Track: Artificial Immune Systems and Artificial Chemistries</p>
Relecture:
<p>Natural Computing, Springer</p>
<p>IEEE Transactions on Evolutionary Computation Journal.</p>
<p>Journal of Systems and Software, Elsevier</p>
<p>The International Conference on Genetic and Evolutionary Computation Conference, GECCO’2014-GECCO’2015, ACM.</p>
<p>The International Conference on Biomedical Engineering and Sciences, IECBES’2014, IEEE.</p>
<p>The 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO’2013, IEEE.</p>
<p>The 7th International Computing Conference in Arabic, ICCA’2011.</p>
Présidence de session:
<p>Chair of the “Neural Networks and Fuzzy Logic” session at “The 4th International Conference on Swarm Intelligence”, IC-SI’2013, Harbin, China</p>
New Danger Theory Classification Methods in an Imprecise Framework
Directeurs:Dr. Zied ELOUEDI
Année soutenance: 2014
<p>Institut Supérieur de Gestion Tunis</p>
Handling Imprecision in Danger Theory using Fuzzy Set Theory: A Fuzzy Dendritic Cell Method (FDCM)
Directeurs:Dr. Zied ELOUEDI
Année soutenance: 2010
<p>Institut Supérieur de Gestion Tunis</p>
Revues internationales
Zeineb Chelly
, Zied ELOUEDI
Hybridization schemes of the fuzzy dendritic cell immune binary classifier based on different fuzzy clustering techniques,
<p>New Generation Computing, Springer 33(1): 1-31 (2015).</p> , 2015Conférences Internationales avec comité de lecture et actes
Zeineb Chelly
, Zied ELOUEDI
Improving the dendritic cell algorithm performance using fuzzy-rough set theory as a pattern discovery technique,
<p>Proceedings of the 5th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA’2014, Ostrava, Czech Republic, pp. 23-32, Springer.</p> , 2014Zeineb Chelly
, Zied ELOUEDI
A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances,
<p>Proceedings of the 8th Hellenic Conference on Artificial Intelligence, SETN’2014, Ioannina, Greece, pp. 43-56, Springer.</p> , 2014Zeineb Chelly
, Zied ELOUEDI
two-leveled hybrid dendritic cell algorithm under imprecise reasoning,
<p>Proceedings of the Genetic and Evolutionary Computation Conference, GECCO’2014, Vancouver, Canada, pp. 97-104, ACM.</p> , 2014Zeineb Chelly
, Zied ELOUEDI
A Study of the Data Pre-Processing Module of the Dendritic Cell Evolutionary Algorithm,
<p>Proceedings of the 2nd International Conference on Control, Decision and Information Technologies, Codit’2014, Metz, France, pp. 634-639, IEEE.</p> , 2014Zeineb Chelly
, Zied ELOUEDI
Further Exploration of the Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier Phase,
<p>Proceedings of the 4th , IEEE International Conference on E-Health and Bioengineering, EHB’2013, Iasi, Romania, pp. 1- 4, IEEE.</p> , 2013Zeineb Chelly
, Zied ELOUEDI
Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase,
<p>Proceedings of the 20th International Conference on Neural Information Processing, ICONIP’2013, Daegu, South Korea, pp. 164-171, Springer.</p> , 2013Zeineb Chelly
, Zied ELOUEDI
QR-DCA : A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm,
<p>Proceedings of the 11th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA’2013, Lausanne, Switzerland, pp. 140-150, Springer.</p> , 2013Zeineb Chelly
, Zied ELOUEDI
Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier,
<p>Proceedings of the 12th European Conference on Symbolic and Qualitative Approaches to Reasoning with Uncertainty, ECSQARU’2013, Utrecht, Netherlands, pp. 109 – 120, Springer.</p> , 2013Zeineb Chelly
, Zied ELOUEDI
A New Data Pre-processing Approach for the Dendritic Cell Algorithm Based on Fuzzy Rough Set Theory,
<p>Proceedings of the Genetic and Evolutionary Computation Conference, GECCO’2013, Amsterdam, Netherlands, pp. 163 – 164, ACM.</p> , 2013Zeineb Chelly
, Zied ELOUEDI
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier,
<p>Proceedings of the 4th International Conference on Swarm Intelligence, IC-SI’2013, Harbin, China, pp. 514-521, Springer.</p> , 2013Mohamed Amine Ben Yahmed
, Mohamed Amine Bounenni
, Zeineb Chelly
, Amir Jlassi
New Mobile Health Application for an Ubiquitous Information System,
<p>Proceedings of the 6th Joint IFIP Wireless and Information System, WMNC’2013, Dubai, United Arab Emirates, pp. 1- 4, IEEE.</p> , 2013Zeineb Chelly
, Zied ELOUEDI
RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory,
<p>Proceedings of the 19th International Conference on Neural Information Processing, ICONIP’2012, Doha, Qatar, pp. 480-487, Springer.</p> , 2012 [BibTeX...]
<p>@inproceedings{DBLP:conf/iconip/ChellyE12, author = {Zeineb Chelly and Zied Elouedi}, title = {{RST-DCA:} {A} Dendritic Cell Algorithm Based on Rough Set Theory}, booktitle = {Neural Information Processing - 19th International Conference, {ICONIP} 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}}, pages = {480--487}, year = {2012}, crossref = {DBLP:conf/iconip/2012-3}, url = {http://dx.doi.org/10.1007/978-3-642-34487-9_58}, doi = {10.1007/978-3-642-34487-9_58}, timestamp = {Tue, 06 Nov 2012 13:25:30 +0100}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/iconip/ChellyE12}, bibsource = {dblp computer science bibliography, http://dblp.org} }</p>
Zeineb Chelly
, Zied ELOUEDI
RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory,
<p>Proceedings of the 11th International Conference of Artificial Immune Systems, ICARIS’2012, Taormina, Sicily, Italy, pp. 152-165, Springer.</p> , 2012 [BibTeX...]
<p>@inproceedings{DBLP:conf/icaris/ChellyE12, author = {Zeineb Chelly and Zied Elouedi}, title = {{RC-DCA:} {A} New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory}, booktitle = {Artificial Immune Systems - 11th International Conference, {ICARIS} 2012, Taormina, Italy, August 28-31, 2012. Proceedings}, pages = {152--165}, year = {2012}, crossref = {DBLP:conf/icaris/2012}, url = {http://dx.doi.org/10.1007/978-3-642-33757-4_12}, doi = {10.1007/978-3-642-33757-4_12}, timestamp = {Sun, 02 Sep 2012 20:47:18 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/icaris/ChellyE12}, bibsource = {dblp computer science bibliography, http://dblp.org} }</p>
Zeineb Chelly
, Abir Smiti
, Zied ELOUEDI
COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method,
<p>Proceedings of the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC’2012, Zakopane, Poland, pp. 233-241, Springer.</p> , 2012 [BibTeX...]
<p>@inproceedings{DBLP:conf/icaisc/ChellySE12, author = {Zeineb Chelly and Abir Smiti and Zied Elouedi}, title = {{COID-FDCM:} The Fuzzy Maintained Dendritic Cell Classification Method}, booktitle = {Artificial Intelligence and Soft Computing - 11th International Conference, {ICAISC} 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part {II}}, pages = {233--241}, year = {2012}, crossref = {DBLP:conf/icaisc/2012-2}, url = {http://dx.doi.org/10.1007/978-3-642-29350-4_28}, doi = {10.1007/978-3-642-29350-4_28}, timestamp = {Thu, 19 Apr 2012 16:00:20 +0200}, biburl = {http://dblp.uni-trier.de/rec/bib/conf/icaisc/ChellySE12}, bibsource = {dblp computer science bibliography, http://dblp.org} }</p>
Zeineb Chelly
, Zied ELOUEDI
Further Exploration of the Fuzzy Dendritic Cell Method,
<p>The 10th International Conference of Artificial Immune Systems, ICARIS 2011, 419-432, Cambridge, U.K, 18-21 Juillet</p> , 2011 [BibTeX...]
<p>@inproceedings{DBLP:conf/icaris/ChellyE11, author = {Zeineb Chelly and Zied Elouedi}, title = {Further Exploration of the Fuzzy Dendritic Cell Method}, booktitle = {ICARIS}, year = {2011}, pages = {419-432}, ee = {http://dx.doi.org/10.1007/978-3-642-22371-6_36}, crossref = {DBLP:conf/icaris/2011}, bibsource = {DBLP, http://dblp.uni-trier.de} }</p>
Zeineb Chelly
, Zied ELOUEDI
FDCM: A Fuzzy Dendritic Cell Method,
<p>The 9th International Conference of Artificial Immune Systems, ICARIS 2010, 102-115, Edinburg, U.K, 26-29 Juillet</p> , 2010 [BibTeX...]
<p>@inproceedings{DBLP:conf/icaris/ChellyE10, author = {Zeineb Chelly and Zied Elouedi}, title = {FDCM: A Fuzzy Dendritic Cell Method}, booktitle = {ICARIS}, year = {2010}, pages = {102-115}, ee = {http://dx.doi.org/10.1007/978-3-642-14547-6_9}, crossref = {DBLP:conf/icaris/2010}, bibsource = {DBLP, http://dblp.uni-trier.de} }</p>
