Incremental Similarity-Based Label Propagation Algorithm for Dynamic Community Detection.

Nadjet Kamel https://orcid.org/0000-0003-3608-8895

Asma Douadi Nadjet Kamel Lakhdar Sais Incremental Similarity-Based Label Propagation Algorithm for Dynamic Community Detection. 2026 January 38 Concurr. Comput. Pract. Exp. 2 https://doi.org/10.1002/cpe.70559 db/journals/concurrency/concurrency38.html#DouadiKS26 streams/journals/concurrency

Mohamed Amine Laamari Nadjet Kamel A New Multi-Objective Binary Bat Algorithm for Feature Selection in Intrusion Detection Systems. 2025 February 37 Concurr. Comput. Pract. Exp. 4-5 https://doi.org/10.1002/cpe.70000 db/journals/concurrency/concurrency37.html#LaamariK25 streams/journals/concurrency

Djihad Arrar Chahinez Ounoughi Nadjet Kamel Tarmo Kalvet Marek Tiits Sadok Ben Yahia High-accuracy prediction of international raw material trade flows using temporal fusion transformer. 5631-5651 2025 November 20 Int. J. Data Sci. Anal. 6 https://doi.org/10.1007/s41060-025-00781-4 db/journals/ijdsa/ijdsa20.html#ArrarOKKTY25 streams/journals/ijdsa

Djihad Arrar Nadjet Kamel Saad Harous Efficient Link Prediction in Social Networks Using a BBOA-Inspired Heuristic and Similarity-Based Machine Learning. 1-8 2025 RIF https://doi.org/10.1109/RIF68108.2025.11406867 conf/rif/2025 db/conf/rif/rif2025.html#ArrarKH25 Meriem Sellami Djihad Arrar Raid Nedjm Eddine Dekkar Mohamed El Amine Bouchareb Nadjet Kamel Fine-Tuning Transformers and LLMs for Fake News Detection in Algerian Dialect. 1-7 2025 RIF https://doi.org/10.1109/RIF68108.2025.11406852 conf/rif/2025 db/conf/rif/rif2025.html#SellamiADBK25

Kamel Eddine Heraguemi Nadjet Kamel Majdi M. Mafarja A Binary Grey Wolf Optimizer with Mutation for Mining Association Rules. 84-112 2024 32 Comput. Sci. J. Moldova 1 http://www.math.md/publications/csjm/issues/v32-n1/13882/ db/journals/csjm/csjm32.html#HeraguemiKM24

Widad Hassina Belkadi Yassine Drias Habiba Drias Mustapha Dali Samira Hamdous Nadjet Kamel Djemai Aksa A SCORPAN-based data warehouse for digital soil mapping and association rule mining in support of sustainable agriculture and climate change analysis in the Maghreb region. 2024 July 41 Expert Syst. J. Knowl. Eng. 7 https://doi.org/10.1111/exsy.13464 db/journals/es/es41.html#BelkadiDDDHKA24

Djihad Arrar Nadjet Kamel Abdelaziz Lakhfif A comprehensive survey of link prediction methods. 3902-3942 2024 February 80 J. Supercomput. 3 https://doi.org/10.1007/s11227-023-05591-8 db/journals/tjs/tjs80.html#ArrarKL24

Asma Douadi Nadjet Kamel Lakhdar Sais Label propagation algorithm for community discovery based on centrality and common neighbours. 11816-11842 2024 May 80 J. Supercomput. 8 https://doi.org/10.1007/s11227-024-05904-5 db/journals/tjs/tjs80.html#DouadiKS24

Djihad Arrar Nadjet Kamel Allaoua Refoufi Implicit Sentiment Analysis of Hotel Comments for Disaster Management: A Comparative Study of Machine Learning, Deep Learning, and BERT Model. 1-7 2024 ICT-DM https://doi.org/10.1109/ICT-DM62768.2024.10798956 conf/ict-dm/2024 db/conf/ict-dm/ict-dm2024.html#ArrarKR24 Meriem Sellami Ramzi Hadrouk Sofiane Chelghoum Ramzi Badache Nadjet Kamel Abdelaziz Lakhfif Multitask Fake News Detection in Arabic Language using AraELECTRA model: COVID-19 Case Study. 1-7 2024 ICT-DM https://doi.org/10.1109/ICT-DM62768.2024.10798960 conf/ict-dm/2024 db/conf/ict-dm/ict-dm2024.html#SellamiHCBKL24

Youcef Belkhiri Nadjet Kamel Habiba Drias An efficient multi-swarm elephant herding optimization for solving community detection problem in complex environment. 2022 34 Concurr. Comput. Pract. Exp. 3 https://doi.org/10.1002/cpe.6590 db/journals/concurrency/concurrency34.html#BelkhiriKD22

Ikram Nekkache Saïd Jabbour Nadjet Kamel Lakhdar Sais Detecting and exploiting symmetries in sequential pattern mining. 309-334 2022 14 Int. J. Data Min. Model. Manag. 4 https://doi.org/10.1504/IJDMMM.2022.10051602 db/journals/ijdmmm/ijdmmm14.html#NekkacheJKS22

Saida Ishak Boushaki Omar Bendjeghaba Nadjet Kamel Biomedical Document Clustering Based on Accelerated Symbiotic Organisms Search Algorithm. 169-185 2021 12 Int. J. Swarm Intell. Res. 4 https://doi.org/10.4018/IJSIR.2021100109 db/journals/ijsir/ijsir12.html#BoushakiBK21

Ikram Nekkache Saïd Jabbour Lakhdar Sais Nadjet Kamel Towards a Compact SAT-Based Encoding of Itemset Mining Tasks. 163-178 2021 CPAIOR https://doi.org/10.1007/978-3-030-78230-6_11 conf/cpaior/2021 db/conf/cpaior/cpaior2021.html#NekkacheJSK21

Imane Messaoudi Nadjet Kamel Overlapping community detection with a novel hybrid metaheuristic optimisation algorithm. 118-139 2020 12 Int. J. Data Min. Model. Manag. 1 https://doi.org/10.1504/IJDMMM.2020.105601 db/journals/ijdmmm/ijdmmm12.html#MessaoudiK20

Imane Messaoudi Nadjet Kamel A multi-objective bat algorithm for community detection on dynamic social networks. 2119-2136 2019 49 Appl. Intell. 6 https://doi.org/10.1007/s10489-018-1386-9 db/journals/apin/apin49.html#MessaoudiK19

Imane Messaoudi Nadjet Kamel Community Detection Using Fireworks Optimization Algorithm. 1950010:1-1950010:22 2019 28 Int. J. Artif. Intell. Tools 3 https://doi.org/10.1142/S0218213019500106 db/journals/ijait/ijait28.html#MessaoudiK19

Youcef Belkhiri Nadjet Kamel Habiba Drias Multi-swarm BSO Algorithm with Local Search for Community Detection Problem in Complex Environment. 321-332 2019 ICCCI (2) https://doi.org/10.1007/978-3-030-28374-2_28 conf/iccci/2019-2 db/conf/iccci/iccci2019-2.html#BelkhiriKD19

Abdelhak Bousbaci Nadjet Kamel Efficient data distribution and results merging for parallel data clustering in mapreduce environment. 2408-2428 2018 48 Appl. Intell. 8 https://doi.org/10.1007/s10489-017-1089-7 db/journals/apin/apin48.html#BousbaciK18

Saida Ishak Boushaki Nadjet Kamel Omar Bendjeghaba A new quantum chaotic cuckoo search algorithm for data clustering. 358-372 2018 96 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.12.001 db/journals/eswa/eswa96.html#BoushakiKB18

Kamel Eddine Heraguemi Nadjet Kamel Habiba Drias Multi-objective bat algorithm for mining numerical association rules. 239-248 2018 11 Int. J. Bio Inspired Comput. 4 https://doi.org/10.1504/IJBIC.2018.10013987 db/journals/ijbic/ijbic11.html#HeraguemiKD18

Saida Ishak Boushaki Nadjet Kamel Omar Bendjeghaba High-Dimensional Text Datasets Clustering Algorithm Based on Cuckoo Search and Latent Semantic Indexing. 1850033:1-1850033:24 2018 17 J. Inf. Knowl. Manag. 3 https://doi.org/10.1142/S0219649218500338 https://www.wikidata.org/entity/Q114255351 db/journals/jikm/jikm17.html#BoushakiKB18

Youcef Belkhiri Nadjet Kamel Habiba Drias Sofiane Yahiaoui Bee Swarm Optimization for Community Detection in Complex Network. 73-85 2017 WorldCIST (2) https://doi.org/10.1007/978-3-319-56538-5_8 conf/worldcist/2017-2 db/conf/worldcist/worldcist2017-2.html#BelkhiriKDY17

Kamel Eddine Heraguemi Nadjet Kamel Habiba Drias Multi-swarm bat algorithm for association rule mining using multiple cooperative strategies. 1021-1033 2016 45 Appl. Intell. 4 https://doi.org/10.1007/s10489-016-0806-y db/journals/apin/apin45.html#HeraguemiKD16

Youcef Belkhiri Nadjet Kamel Habiba Drias A New Betweenness Centrality Algorithm with Local Search for Community Detection in Complex Network. 268-276 2016 ACIIDS (2) https://doi.org/10.1007/978-3-662-49390-8_26 conf/aciids/2016-2 db/conf/aciids/aciids2016-2.html#BelkhiriKD16 Abdelhak Bousbaci Nadjet Kamel Efficient Results Merging for Parallel Data Clustering Using MapReduce. 349-357 2016 DCAI https://doi.org/10.1007/978-3-319-40162-1_38 conf/dcai/2016 db/conf/dcai/dcai2016.html#BousbaciK16 Kamel Eddine Heraguemi Nadjet Kamel Habiba Drias Multi-objective Bat Algorithm for Mining Interesting Association Rules. 13-23 2016 MIKE https://doi.org/10.1007/978-3-319-58130-9_2 conf/mike/2016 db/conf/mike/mike2016.html#HeraguemiKD16 Saida Ishak Boushaki Nadjet Kamel Omar Bendjeghaba Improved Cuckoo Search Algorithm for Document Clustering. 217-228 2015 CIIA https://doi.org/10.1007/978-3-319-19578-0_18 conf/ciia/2015 db/conf/ciia/ciia2015.html#BoushakiKB15 Kamel Eddine Heraguemi Nadjet Kamel Habiba Drias Multi-population Cooperative Bat Algorithm for Association Rule Mining. 265-274 2015 ICCCI (1) https://doi.org/10.1007/978-3-319-24069-5_25 conf/iccci/2015-1 db/conf/iccci/iccci2015-1.html#HeraguemiKD15 Mohamed Amine Laamari Nadjet Kamel A Multi-objective Binary Bat Algorithm. 75:1-75:5 2015 IPAC https://doi.org/10.1145/2816839.2816901 conf/iciip/2015 db/conf/iciip/ipac2015.html#AmineN15 Yasmin Aboubi Habiba Drias Nadjet Kamel BSO-CLARA: Bees Swarm Optimization for Clustering LARge Applications. 170-183 2015 MIKE https://doi.org/10.1007/978-3-319-26832-3_17 conf/mike/2015 db/conf/mike/mike2015.html#AboubiDK15 Kamel Eddine Heraguemi Nadjet Kamel Habiba Drias Association Rule Mining Based on Bat Algorithm. 182-186 2014 BIC-TA https://doi.org/10.1007/978-3-662-45049-9_29 conf/bic-ta/2014 db/conf/bic-ta/bic-ta2014.html#HeraguemiKD14 Mohamed Amine Laamari Nadjet Kamel A Hybrid Bat Based Feature Selection Approach for Intrusion Detection. 230-238 2014 BIC-TA https://doi.org/10.1007/978-3-662-45049-9_38 conf/bic-ta/2014 db/conf/bic-ta/bic-ta2014.html#LaamariK14 Abdelhak Bousbaci Nadjet Kamel A parallel sampling-PSO-multi-core-K-means algorithm using mapreduce. 129-134 2014 HIS https://doi.org/10.1109/HIS.2014.7086185 conf/his/2014 db/conf/his/his2014.html#BousbaciK14 Nadjet Kamel Rafik Boucheta A New Clustering Algorithm Based on Chameleon Army Strategy. 23-32 2014 IC2IT https://doi.org/10.1007/978-3-319-06538-0_3 conf/ic2it/2014 db/conf/ic2it/ic2it2014.html#KamelB14 Saida Ishak Boushaki Nadjet Kamel Omar Bendjeghaba A New Hybrid Algorithm for Document Clustering Based on Cuckoo Search and K-means. 59-68 2014 SCDM https://doi.org/10.1007/978-3-319-07692-8_6 conf/scdm/2014 db/conf/scdm/scdm2014.html#SaidaNO14 Yasmina Boughachiche Nadjet Kamel A New Algorithm for Incremental Web Page Clustering Based on k-Means and Ant Colony Optimization. 347-357 2014 SCDM https://doi.org/10.1007/978-3-319-07692-8_33 conf/scdm/2014 db/conf/scdm/scdm2014.html#BoughachicheK14

Nassima Aleb Zahia Tamen Nadjet Kamel Toward a backward model checking. 20-43 2013 5 Int. J. Comput. Aided Eng. Technol. 1 https://doi.org/10.1504/IJCAET.2013.050552 db/journals/ijcaet/ijcaet5.html#AlebTK13

Nadjet Kamel Imane Ouchen Karim Baali A Sampling-PSO-K-means Algorithm for Document Clustering. 45-54 2013 ICGEC https://doi.org/10.1007/978-3-319-01796-9_5 conf/icgec/2013 db/conf/icgec/icgec2013.html#KamelOB13 Saida Ishak Boushaki Nadjet Kamel Omar Bendjeghaba A New Algorithm for Data Clustering Based on Cuckoo Search Optimization. 55-64 2013 ICGEC https://doi.org/10.1007/978-3-319-01796-9_6 conf/icgec/2013 db/conf/icgec/icgec2013.html#SaidaNO13 Nassima Aleb Zahia Tamen Nadjet Kamel An Evolutionary Approach for Program Model Checking. 186-199 2011 MEDI https://doi.org/10.1007/978-3-642-24443-8_21 conf/medi/2011 db/conf/medi/medi2011.html#AlebTK11

Yamine Aït Ameur Mickaël Baron Nadjet Kamel Jean-Marc Mota Encoding a process algebra using the Event B method. 239-253 2009 11 Int. J. Softw. Tools Technol. Transf. 3 https://doi.org/10.1007/s10009-009-0109-2 db/journals/sttt/sttt11.html#AmeurBKM09

Nadjet Kamel Yamine Aït Ameur Sid-Ahmed Selouani Habib Hamam A formal model to handle the adaptability of multimodal user interfaces. 3 2008 AMBI-SYS https://doi.org/10.4108/ICST.AMBISYS2008.2882 http://dl.acm.org/citation.cfm?id=1363166 conf/ambisys/2008 db/conf/ambisys/ambisys2008.html#KamelASH08 Nadjet Kamel Sid-Ahmed Selouani Habib Hamam A Modal Logic for the CARE Usability Properties for Multimodal User Interfaces. 39-45 2008 Software Engineering Research and Practice conf/serp/2008 db/conf/serp/serp2008.html#KamelSH08 Nadjet Kamel Yamine Aït Ameur A Formal Model for CARE Usability Properties Verification in Multimodal HCI. 341-348 2007 ICPS https://doi.org/10.1109/PERSER.2007.4283937 https://doi.ieeecomputersociety.org/10.1109/PERSER.2007.4283937 http://eudl.eu/doi/10.1109/PERSER.2007.4283937 conf/icps/2007 db/conf/icps/icps2007.html#KamelA07 Yamine Aït Ameur Nadjet Kamel A generic formal specification of fusion of modalities in a multimodal HCI. 415-420 2004 conf/ifip/2004bis IFIP Congress Topical Sessions db/conf/ifip/ifip2004bis.html#AmeurK04 https://doi.org/10.1007/978-1-4020-8157-6_34 Nadjet Kamel Utilisation de SMV pour la vérification de propriétés d'IHM multimodales. 219-222 2004 IHM https://doi.org/10.1145/1148613.1148651 conf/ihm/2004 db/conf/ihm/ihm2004.html#Kamel04 Yasmin Aboubi Yamine Aït-AmeurYamine Aït Ameur Djemai Aksa Nassima Aleb Djihad Arrar Karim Baali Ramzi Badache Mickaël Baron Widad Hassina Belkadi Youcef Belkhiri Omar Bendjeghaba Mohamed El Amine Bouchareb Rafik Boucheta Yasmina Boughachiche Abdelhak Bousbaci Saida Ishak Boushaki Sofiane Chelghoum Mustapha Dali Raid Nedjm Eddine Dekkar Asma Douadi Habiba Drias Yassine Drias Ramzi Hadrouk Habib Hamam Samira Hamdous Saad Harous Kamel Eddine Heraguemi Saïd Jabbour Tarmo Kalvet Mohamed Amine Laamari Abdelaziz Lakhfif Majdi M. Mafarja Imane Messaoudi Jean-Marc Mota Ikram Nekkache Imane Ouchen Chahinez Ounoughi Allaoua Refoufi Lakhdar Sais Meriem Sellami Sid-Ahmed Selouani Zahia Tamen Marek Tiits Sadok Ben Yahia Sofiane Yahiaoui