From 2009 to 2011 she was an associate professor at the same university. She has been involved in many research projects (PNR, CNEPRU, CMEP TAssili). Since 2011, she is the head of the team research "Data Mining and Machine Learning" at the Laboratory of Research in Artificial Intelligence (LRIA) at USTHB. From 2014 to 2015, she was the Director of the department of computer science of UFAS1. Since 2015 she is a Vice-Rector of UFAS1. Her main research interests are related to Artificial intelligence and Data Mining. She served as program committee member, organization committee member and chair of many international conferences.
1- Journal Reviewer :
- Applied Intelligence, IF 1.9
- Soft Computing, IF 2.4
- Physica A, IF 2.2
- IET Image processing, IF 1.044
2- Guest editor of the Special Issue on "Advances in Computational Intelligence for Big Data", Internationale Journal of Reasoning-based Intelligent Systems, 2017 Vol. 9 No. 1
3- Programme commitee member :
2018 : The 6th IEEE International Workshop on Formal Methods Integration( FMI 2018)
8th International Conference on Model and Data Engineering (MEDI 2018)
The International Conference on Pattern Analysis and Intelligent Systems (PAIS 2018)
10th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2018)
Third International Conference on Soft Computing and Data Mining (SCDM 2018)
2017 :
7th International Conference on Model and Data Engineering (MEDI 2017)
ICNAS'2017 (3rd International conference on networking and advanced systems)
FMi 2017 (The 5th IEEE International Workshop on Formal Methods Integration)
ACIIDS 2017 (9th Asian Conference on Intelligent Information and Database Systems)
COSI'17 (Colloque sur l'Optimisation et les Systèmes d'Information)
2016 :
GCCR 2016 (Special Session on Generalization in Collaborative Case-Based Reasoning)
SITIS 2016 (The 12th International Conference on Signal Image Technology & Internet Based Systems)
MEDI'2016 (6th International Conference on Model and Data Engineering)
FMi 2016 (The 4th IEEE International Workshop on Formal Methods Integration)
ACIIDS 2016 (8th Asian Conference on Intelligent Information and Database Systems)
IC2016 (Journées francophones d'Ingénierie des Connaissances)
PAIS'2016 (The 2nd International Conference on Pattern Analysis and Intelligent Systems)
2015 :
PAIS2015 (International Conference on Pattern Analysis and Intelligent Systems)
SITIS 2015 (The 11th International Conference on Signal Image Technology & Internet Based Systems)
IC2015 (26es Journées francophones d'Ingénierie des Connaissances)
FMi 2015 (3rd IEEE International Workshop on Formal Methods Integration)
ISPS'2015 (12th International Symposium on Programming and Systems)
ICNAS 2015 (International Conference on Networking and Advanced Systems)
2014 :
IEEE FMi 2014 (2nd IEEE International Workshop on Formal Methods Integration)
2013 :
ISPS 2013 (11th International Symposium on Programming and Systems)
FMi 2013 (IEEE International Workshop on Formal Methods Integration)
2012 :
International Conference on Model & Data Engineering (MEDI 2012)
2010 :
ICMWI'2010 (International Conference on Machine and Web Intelligence)
2009 :
mines2009 (the 2009 International Conference on Multimedia Information Networking and Security (MINES 2009))
High-dimensional Text Datasets Clustering Algorithm Based on Cuckoo Search and Latent Semantic Indexing
Saida,ISHAK BOUSHAKI, Nadjet KAMEL, Omar BENDJEGHABA
Journal of Information and Knowledge Management, 0 (2018), pp to appear
Efficient data distribution and results merging for parallel data clustering in mapreduce environment
Abdelhak Bousbaci, Nadjet Kamel
Applied Intelligence, 0 (2018), pp to appear
Multi-objective bat algorithm for mining numerical association rules
Heraguemi Kamel Eddine, Kamel Nadjet, Drias Habiba
International Journal of Bio-Inspired Computation, 0 (2018), pp to appear
A new quantum chaotic cuckoo search algorithm for data clustering
Saida Ishak Boushaki, Nadjet Kamel, Omar Bendjeghaba
Expert Systems with Applications. https://www.sciencedirect.com/science/article/pii/S0957417417308217?via%3Dihub, 96 (2018), pp 358-372
Bee Swarm Optimization for Community Detection in Complex Network
Youcef Belkhiri, Nadjet Kamel, Habiba Drias, Sofiane Yahiaoui
Advances in Intelligent Systems and Computing, Springer, ISBN 978-3-319-56537-8, 570 (2017), pp 73-85
BAT-CLARA: BAT-inspired algorithm for Clustering LARge Applications
Yasmine Aboubi, Habiba Drias, Nadjet Kamel
IFAC-PapersOnLine, 49 (2016), pp 243-248
Hybrid Bat algorithm for overlapping community detection
Messaoudi Imane, Kamel Nadjet
IFAC-PapersOnLine, 49 (2016), pp 1454-1459
Multi-objective Bat Algorithm for Mining Interesting Association Rules
Kamel Eddine Heraguemi, Nadjet Kamel, Habiba Drias
Lecture Notes in Computer Science, Springer, ISBN 978-3-319-58129-3, 10089 (2016), pp 13-23
Efficient Results Merging for Parallel Data Clustering Using MapReduce
Abdelhak Bousbaci, Nadjet Kamel
Advances in Intelligent Systems and Computing , Springer, ISBN 978-3-319-40161-4, 474 (2016), pp 349-357
A New Betweenness Centrality Algorithm with Local Search for Community Detection in Complex Network
Youcef Belkhiri, Nadjet Kamel, Habiba Drias
Lecture Notes in Computer Science, Springer, ISBN 978-3-662-49389-2, 9622 (2016), pp 268-276
Multi-swarm bat algorithm for association rule mining using multiple cooperative strategies
Kamel Eddine Heraguemi, Nadjet Kamel, Habiba Drias
Applied Intelligence, 45 (2016), pp 1021–1033
BSO-CLARA: Bees Swarm Optimization for Clustering LARge Applications
Yasmin Aboubi, Habiba Drias, Nadjet Kamel
Lecture Notes in Computer Science, Springer, ISBN 978-3-319-26831-6, 9468 (2015), pp 170-183
Multi-population Cooperative Bat Algorithm for Association Rule Mining
Kamel Eddine Heraguemi, Nadjet Kamel, Habiba Drias
Lecture Notes in Computer Science , Springer, ISBN 978-3-319-24068-8, 9329 (2015), pp 265-274
Improved Cuckoo Search Algorithm for Document Clustering
Saida Ishak Boushaki, Nadjet Kamel, Omar Bendjeghaba
IFIP Advances in Information and Communication Technology, Springer 2015, ISBN 978-3-319-19577-3, 456 (2015), pp 217-228
Association rule mining based on bat algorithm
Kamel Eddine Heraguemi, Nadjet Kamel, Habiba Drias
Journal of Computational and Theoretical Nanoscience, 12 (2015), pp 1195-1200
A New Algorithm for Incremental Web Page Clustering Based on k-Means and Ant Colony Optimization
Yasmina Boughachiche, Nadjet Kamel
Advances in Intelligent Systems and Computing, Springer 2014, ISBN 978-3-319-07691-1, 287 (2014), pp 347-357
A New Hybrid Algorithm for Document Clustering Based on Cuckoo Search and K-means
Saida Ishak Boushaki, Nadjet Kamel, Omar Bendjeghaba
Advances in Intelligent Systems and Computing, Springer 2014, ISBN 978-3-319-07691-1, 287 (2014), pp 59-68
A New Clustering Algorithm Based on Chameleon Army Strategy
Nadjet Kamel, Rafik Boucheta
Advances in Intelligent Systemg , Springer 2014, ISBN 978-3-319-06537-3, 265 (2014), pp 23-32
A Hybrid Bat Based Feature Selection Approach for Intrusion Detection
Mohamed Amine Laamari, Nadjet Kamel
Communications in Computer and Information Science , Springer, ISBN 978-3-662-45048-2, 472 (2014), pp 230-238
A New Algorithm for Data Clustering Based on Cuckoo Search Optimization
Saida Ishak Boushaki, Nadjet Kamel, Omar Bendjeghaba
Advances in Intelligent Systems and Computing , Springer, ISBN 978-3-319-01795-2, 238 (2013), pp 55-64
A Sampling-PSO-K-means Algorithm for Document Clustering
Nadjet Kamel, Imane Ouchen, Karim Baali
Advances in Intelligent Systems and Computing , Springer, ISBN 978-3-319-01795-2, 238 (2013), pp 45-54
Toward a backward model checking
Aleb Nassima; Tamen Zahia; Kamel Nadjet
International Journal of Computer Aided Engineering and Technology, 5 (2013), pp 20-43
Encoding a process algebra using the Event B method
Yamine Aït Ameur, Mickaël Baron, Nadjet Kamel, Jean-Marc Mota
International Journal on Software Tools for Technology Transfer, 11 (2009), pp 239-253
A generic formal specification of fusion of modalities in a multimodal HCI
Yamine Aït Ameur, Nadjet Kamel
IFIP, Kluwer/Springer, ISBN 1-4020-8156-1, 156 (2004), pp 415-420
A parallel sampling-PSO-multi-core-K-means algorithm using mapreduce
Abdelhak Bousbaci, Nadjet Kamel
14th International Conference on Hybrid Intelligent Systems, HIS 2014, Kuwait, December 14-16, 2014. IEEE 2014, ISBN 978-1-4799-7633-1, Kuwait , (2014)
Association Rule Mining Based on Bat Algorithm
Kamel Eddine Heraguemi, Nadjet Kamel, Habiba Drias
Bio-Inspired Computing - Theories and Applications - 9th International Conference, BIC-TA 2014, Wuhan, China, October 16-19, 2014. Proceedings. Communications in Computer and Information Science 472, Springer 2014, ISBN 978-3-662-45048-2, Wuhan, China, (2014)
A Modal Logic for the CARE Usability Properties for Multimodal User Interfaces
Nadjet Kamel, Sid-Ahmed Selouani, Habib Hamam
Proceedings of the 2008 International Conference on Software Engineering Research & Practice, SERP 2008. CSREA Press 2008, ISBN 1-60132-088-4, Las Vegas Nevada, USA, (2008)
A formal model to handle the adaptability of multimodal user interfaces
Nadjet Kamel, Yamine Aït Ameur, Sid-Ahmed Selouani, Habib Hamam
1st International ICST Conference on Ambient Media and Systems, AMBI-SYS 2008. ICST 2008, ISBN 978-963-9799-16-5, Quebec, Canada, (2008)
A Formal Model for CARE Usability Properties Verification in Multimodal HCI
Nadjet Kamel, Yamine Aït Ameur
Proceedings of the IEEE International Conference on Pervasive Services, ICPS 2007. IEEE Computer Society 2007, ISBN 1-4244-1325-7, Istanbul, Turkey, (2007)
Utilisation de SMV pour la vérification de propriétés d'IHM multimodales
Nadjet Kamel
Proceedings of the 16th conference on Association Francophone d'Interaction Homme-Machine, IHM 2004. ACM International Conference Proceeding Series, ACM 2004, Namur, Belgium, (2004)