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KAMEL Nadjet
Grade: Professeur
Email: nkamel@univ-setif.dz
Département: Informatique
Nadjet KAMEL is a full professor at the department of computer science of the Université Ferhat Abbes Setif 1 (UFAS1), Algeria, since 2011. She received her Magister and Phd degrees in Computer Science from the Université des Sciences et Technologies Houari Boumedien (USTHB), Algeria, respectively in 1995 and 2007. She has been a Postdoctoral Researcher at the University of Moncton, in Canada from August 2007 to August 2009 and a Lecturer at the USTHB from 1995 to 2007.
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))
              






    Journaux (24)

  • 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

  • Conferences Internationales (6)

  • 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)