Zeineb Chelly
Evolutionary Algorithms, Artificial Immune Systems
Uncertainty Theories (Fuzzy set theory, belief function theory, possibility theory, etc.)
Rough set and fuzzy rough set theories
Classification, Clustering and Fuzzy Clustering
Data mining
Machine learning
M-health applications
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:
Supervision of Bachelor Students
Tutoriels et séminaires:
LATEX writing standards
Projets de coopération:
- 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.
Comité de programme:
Program Committee Member in “The Genetic and Evolutionary Computation Conference, GECCO”
Track: Artificial Immune Systems and Artificial Chemistries
Relecture:
Natural Computing, Springer
IEEE Transactions on Evolutionary Computation Journal.
Journal of Systems and Software, Elsevier
The International Conference on Genetic and Evolutionary Computation Conference, GECCO’2014-GECCO’2015, ACM.
The International Conference on Biomedical Engineering and Sciences, IECBES’2014, IEEE.
The 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO’2013, IEEE.
The 7th International Computing Conference in Arabic, ICCA’2011.
Présidence de session:
Chair of the “Neural Networks and Fuzzy Logic” session at “The 4th International Conference on Swarm Intelligence”, IC-SI’2013, Harbin, China
New Danger Theory Classification Methods in an Imprecise Framework
Directeurs:Dr. Zied ELOUEDI
Année soutenance: 2014
Institut Supérieur de Gestion Tunis
Handling Imprecision in Danger Theory using Fuzzy Set Theory: A Fuzzy Dendritic Cell Method (FDCM)
Directeurs:Dr. Zied ELOUEDI
Année soutenance: 2010
Institut Supérieur de Gestion Tunis
Revues internationales
Zeineb Chelly
, Zied ELOUEDI
Hybridization schemes of the fuzzy dendritic cell immune binary classifier based on different fuzzy clustering techniques,
New Generation Computing, Springer 33(1): 1-31 (2015). , 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,
Proceedings of the 5th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA’2014, Ostrava, Czech Republic, pp. 23-32, Springer. , 2014Zeineb Chelly
, Zied ELOUEDI
A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances,
Proceedings of the 8th Hellenic Conference on Artificial Intelligence, SETN’2014, Ioannina, Greece, pp. 43-56, Springer. , 2014Zeineb Chelly
, Zied ELOUEDI
two-leveled hybrid dendritic cell algorithm under imprecise reasoning,
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO’2014, Vancouver, Canada, pp. 97-104, ACM. , 2014Zeineb Chelly
, Zied ELOUEDI
A Study of the Data Pre-Processing Module of the Dendritic Cell Evolutionary Algorithm,
Proceedings of the 2nd International Conference on Control, Decision and Information Technologies, Codit’2014, Metz, France, pp. 634-639, IEEE. , 2014Zeineb Chelly
, Zied ELOUEDI
Further Exploration of the Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier Phase,
Proceedings of the 4th , IEEE International Conference on E-Health and Bioengineering, EHB’2013, Iasi, Romania, pp. 1- 4, IEEE. , 2013Zeineb Chelly
, Zied ELOUEDI
Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase,
Proceedings of the 20th International Conference on Neural Information Processing, ICONIP’2013, Daegu, South Korea, pp. 164-171, Springer. , 2013Zeineb Chelly
, Zied ELOUEDI
QR-DCA : A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm,
Proceedings of the 11th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA’2013, Lausanne, Switzerland, pp. 140-150, Springer. , 2013Zeineb Chelly
, Zied ELOUEDI
Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier,
Proceedings of the 12th European Conference on Symbolic and Qualitative Approaches to Reasoning with Uncertainty, ECSQARU’2013, Utrecht, Netherlands, pp. 109 – 120, Springer. , 2013Zeineb Chelly
, Zied ELOUEDI
A New Data Pre-processing Approach for the Dendritic Cell Algorithm Based on Fuzzy Rough Set Theory,
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO’2013, Amsterdam, Netherlands, pp. 163 – 164, ACM. , 2013Zeineb Chelly
, Zied ELOUEDI
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier,
Proceedings of the 4th International Conference on Swarm Intelligence, IC-SI’2013, Harbin, China, pp. 514-521, Springer. , 2013Mohamed Amine Ben Yahmed
, Mohamed Amine Bounenni
, Zeineb Chelly
, Amir Jlassi
New Mobile Health Application for an Ubiquitous Information System,
Proceedings of the 6th Joint IFIP Wireless and Information System, WMNC’2013, Dubai, United Arab Emirates, pp. 1- 4, IEEE. , 2013Zeineb Chelly
, Zied ELOUEDI
RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory,
Proceedings of the 19th International Conference on Neural Information Processing, ICONIP’2012, Doha, Qatar, pp. 480-487, Springer. , 2012 [BibTeX...]
@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}
}
Zeineb Chelly
, Zied ELOUEDI
RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory,
Proceedings of the 11th International Conference of Artificial Immune Systems, ICARIS’2012, Taormina, Sicily, Italy, pp. 152-165, Springer. , 2012 [BibTeX...]
@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}
}
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, ICAISC’2012, Zakopane, Poland, pp. 233-241, Springer. , 2012 [BibTeX...]
@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}
}
Zeineb Chelly
, Zied ELOUEDI
Further Exploration of the Fuzzy Dendritic Cell Method,
The 10th International Conference of Artificial Immune Systems, ICARIS 2011, 419-432, Cambridge, U.K, 18-21 Juillet , 2011 [BibTeX...]
@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}
}
Zeineb Chelly
, Zied ELOUEDI
FDCM: A Fuzzy Dendritic Cell Method,
The 9th International Conference of Artificial Immune Systems, ICARIS 2010, 102-115, Edinburg, U.K, 26-29 Juillet , 2010 [BibTeX...]
@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}
}