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+213 48 749 452
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MAHAMMED Nadir

Maître de conférences A

Structure de rattachement

  • ESI SBA - Ecole Supérieure en Informatique de Sidi Bel Abbès
  • Laboratoire de Recherche en Informatique (LabRI-SBA) de l’ESI-SBA

Axes de recherche

  • Optimisation multicritères, métaheuristiques, algorithme évolutionnaire, algorithme bio-inspirés, système d’aide à la décision, simulation, processus métier, exploration des données, traitement du langage naturel, analyse des sentiments, détection des faux profils, réseaux sociaux, systèmes de recommandation, apprentissage automatique.

Equipe de recherche

  • Service Oriented Computing (SOC)

Enseignements

  • Conduite et gestion d’un projet (ESI-SBA), TD/TP, 2018–
  • Analyse et conception des systèmes d’information (ESI-SBA), TD/TP, 2018–
  • Systèmes multi-agents (ESI-SBA), Cours, 2018–
  • Systèmes d’information avancés (ESI-SBA), Cours/TD/TP, 2018–
  • Web sémantique (Faculté des sciences exactes – UHBC), TD, 2017-2018
  • Introduction aux design patterns (Faculté des sciences exactes – UHBC), TD, 2017-2018
  • Programmation orientée objet (Faculté des sciences exactes – UHBC), TD, 2015-2016
  • Systèmes d’information (Faculté des sciences exactes – UHBC), cours, 2015-2016
  • Rédaction de document scientifique (Faculté des sciences exactes – UHBC), TD, 2014-2015
  • Introduction aux systèmes multi-agents (Faculté des sciences exactes – UHBC), cours, 2014-2015
  • Programmation orientée objet (Faculté des sciences exactes – UHBC), TD, 2013-2014
  • Systèmes d’information (Faculté des sciences exactes – UHBC), cours, 2013-2014
  • Bases de données (Faculté des sciences exactes – UHBC), TD, 2012-2013
  • Architecture des ordinateurs (Faculté des sciences exactes – UHBC), TD, 2012-2013

Publications

Publications Internationales (Revues, Journaux& Livres)

  • Saidi, I., Mahammed, N., Klouche, B., & Bencherif, K. (2023). An Overview on Related Searches Recommendation. Ingénierie des Systèmes d’Information, 28(2).
  • Saidi, I., Mahammed, N., Klouche, B. (2022). Knowledge Graph-Based Approaches for Related Entities Recommendation. In Artificial Intelligence and Heuristics for Smart Energy Efficiency in Smart Cities: Case Study: Tipasa, Algeria (pp. 488-496). Springer International Publishing.
  • Saidi, I., Mahammed, N., Klouche, B. (2022). A System to Search and Recommend Learning Courses Sequences. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 13(03), 914-919.
  • Fahsi, M., Mouilah, C., & Mahammed, N. (2022). An Hyperparameter Optimization Study of Brain Tumor Medical Image Segmentation Using U-net. Turkish Journal of Computer andMathematics Education (TURCOMAT), 13(2), 924-931.
  • Saidi, I., Mahammed, N., Taleb, A. A., Badia, K., Abdelkader, O., & Sofiane, B. (2022). A System to Search and Recommend Learning Courses Sequences. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 13(03), 914-919.
  • Saidi, I., Mahammed, N., Klouche, B. (2022). Related Entities Recommendation: A Review. Transylvanian Review, 30(3).
  • Mahammed N., & Benslimane S. M. (2021). Solving a Business Process Optimization Issue With a Genetic Algorithm Coupled With Multi-Criteria Decision Analysis Method. International Journal of Organizational and Collective Intelligence (IJOCI), 11(1), 71-94.
  • Bennabi, S., & Mahammed N. (2022). Kinetic and Thermodynamic Study of Methyl Orange dye Adsorption on Zinc Carbonyldiphthalate, an Organometallic-based Material Prepared with a Montmorillonite Clay. Iranian Journal of Chemistry and Chemical Engineering (IJCCE).
  • Mahammed, N., Benslimane, S. M., Ouldkradda, A., & Fahsi, M. (2019). Evolutionary Multi Optimization Business Process Designs Using MR-Sort NSGAII. In Mobile, Secure, and Programmable Networking: 4th International Conference, MSPN 2018, Paris, France, June 18-20, 2018, Revised Selected Papers (Vol. 11005, p. 24). Springer.
  • Mahammed, N., & Benslimane, S. M. (2017). An evolutionary algorithm based approach for business process multi-criteria optimization. International Journal of Organizational and Collective Intelligence (IJOCI), 7(2), 34-53.

Publications Nationales (Revues, Journaux& Livres)

Communications Internationales

  • Larbi, B., Elouali, N., & Mahammed, N. (2023). Towards Identifying Concepts in Persuasive Social Networks: Case Study TikTok. In VISIGRAPP (2: HUCAPP) (pp. 236-242).
  • Mahammed, N., Klouche, F., Saidi, I., Klouche, B. Fahsi, M.  (2023). Detection of Fake Profiles on Twitter Using K-Means Based on Bio-Inspired Algorithm. In International Conference on Mathematical Sciences and Applications, ICMSA’2023.
  • Mahammed, N., Bennabi, S., Saidi, I., Klouche, B. Fahsi, M.  (2022). Model and Solve the University Timetabling Problem with Bio-Inspired Technique. In International Conference On Applied Science And Engineering (ICASE-22).
  • Mahammed, N., Bennabi, S., Klouche, B., Fahsi, M., Saidi, I., (2022). Model and Solve the University Timetabling Problem with Bio-Inspired Technique. The International Conference On Applied Science And Engineering (ICASE 2022).
  • Mahammed, N., Bennabi, S., Klouche, B., Fahsi, M., Chourouk B., (2022). Fake Profiles Identification on Social Networks with Bio Inspired Algorithm. The 2022 First International Conference On Big Data,Iot, Web Intelligence And Applications (BIWA 2022).
  • Mahammed, N., Bennabi, S., Klouche, B., Fahsi, M., Bouchema, M, Meharga, D. E., (2022). Optimization of the loan application management system at Sonatrach-Aval Oran. 4th International Conference on Research in Applied Mathematics and Computer Science (ICRAMCS 2022).
  • Saidi I., Klouche B. & Mahammed N. (2021, November). Knowledge Graph-Based Approaches for Related Entities Recommendation. In International Conference on Artificial Intelligence in Renewable Energetic Systems (pp. 488-496). Springer, Cham.
  • Fahsi M., Mouilah Cheikh M. & Mahammed N.(2022, Mars). A Study of Brain Tumor Medical Image Segmentation Using U-net. Fourth Edition of the International Conference on Research in Applied Mathematics and Computer Science ICRAMCS 2022.
  • Mahammed N., Klouche B., Fahsi M., Bennabi S., Meharga D. E., Bouchema M. (2022, Mars). Optimization of the loan application management system at Sonatrach-Aval Oran. Fourth Edition of the International Conference on Research in Applied Mathematics and Computer Science ICRAMCS 2022.
  • Mahammed N., Bekka A., Kazi Tani Y., Bennabi S., Fahci M., Klouche B., & Guelli, Z. (2022, Janvier). A Modified NSGA-II with Silhouette Coefficient and K-means Clustering. Forum Intervention of Artificial Intelligence and Its Applications 2022.
  • Klouche B., Benslimane S. M., & Mahammed N. (2022). Sentiment Analysis of Algerian Dialect Using a Deep Learning Approach. International Conference on Artificial Intelligence and its Applications (pp. 122-131). Springer, Cham.
  • Mahammed N., Bennabi S., Bekka A., Klouche B., Fahsi M., & Guellil Z. (2021, December). An Attempt to Enhance NSGA-II With a Clustering Approach. International Conference on Decision Aid Sciences and Application (DASA2021) (pp. 1143-1149). IEEE.
  • Mahammed N., Bennabi S., & Fahsi M. (2020, December). Application of Multiple Population Genetic Algorithm in Optimizing Business Process. International Conference in Artificial Intelligence in Renewable Energetic Systems (pp. 847-855). Springer, Cham.
  • Mahammed N., Bennabi S., & Fahsi M. (2020, June). Optimizing business process designs with a multiple population genetic algorithm. 10th International Conference on Web Intelligence, Mining and Semantics (pp. 252-254).
  • Mahammed N., Fahsi M., & Bennabi S. (2020, November). Genetic Algorithm Based on Multiple Population in a Business Process Optimization Issue. 2020 International Conference on Advanced Aspects of Software Engineering (ICAASE) (pp. 1-6). IEEE.
  • Mahammed, N., Bennabi, S., & Fahsi, M. (2020). Solving an Evolutionary Business Process Optimization Issue with a Multiple-Population Genetic Algorithm. 2nd international conference on research in applied mathematics and computer science (ICRAMS 2020).
  • Mahammed, N., Benslimane, S. M., Ouldkradda, A., & Fahsi, M. (2018). Evolutionary Multi Optimization Business Process Designs Using MR-Sort NSGAII. In International Conference on Mobile, Secure, and Programmable Networking (pp. 24-31). Springer, Cham.
  • Mahammed, N., Benslimane, S. M., Ouldkradda, A., & Fahsi, (2018). Improved NSGAII Based on a Multiple-Criteria Decision Analysis Method for Business Process Optimization. 7th International Conference on Metaheuristics and Nature Inspired Computing (META’18) (pp. 210-220).
  • Mahammed, N., Benslimane, S. M., Ouldkradda, A., & Fahsi, M. (2018). Evolutionary Business Process Optimization using a Multiple-Criteria Decision Analysis method. In 2018 International Conference on Computer, Information and Telecommunication Systems (CITS) (pp. 1-5). IEEE.
  • Mahammed, N., Benslimane, S. M., Ouldkradda, A., & Fahsi, M. (2018, June). Evolutionary Multi Optimization Business Process Designs Using MR-Sort NSGAII. In International Conference on Mobile, Secure, and Programmable Networking (pp. 24-31). Springer, Cham.
  • Mahammed, N., Benslimane, S. M., & Hamdani, N. (2018, May). Evolutionary multi-objective optimization of business process designs with MA-NSGAII. In IFIP International Conference on Computational Intelligence and Its Applications (pp. 341-351). Springer, Cham.
  • Mahammed, N., Benslimane, S. M., & Hamdani, N. (2017). An approach to addressing a business process multi-objective optimization issue with MA-NSGAII.
  • Mahammed, N., & Benslimane, S. M. (2016). Toward multi criteria optimization of business processes design. In International Conference on Model and Data Engineering (pp. 98-107). Springer, Cham.

Communications nationales

Responsabilités

  • Responsable de l’assurance qualité à l’ESI-SBA. 2019

Parcours

PARCOURS ACADÉMIQUE:

  • Doctorat en sciences, spécialité informatique. UDL, Sidi Bel Abbès, 2018
  • Magister en informatique, option : Systèmes d’Information et de Connaissance (SIC), Ecole Nationale Supérieure d’Informatique (ESI), Alger. 2012
  • Ingénieur d’état en informatique, Université Djillali Liabès (UDL), Sidi-Bel-Abbès. 2008
  • Baccalauréat série sciences de la nature et de la vie, Lycée Polyvalent Ahmed Benzekri, Tlemcen. 1998

PARCOURS PROFESSIONNEL:

  • Recrutement à l’université Hassiba BenBouali, Chlef. 2012
  • Recrutement à l’Ecole Supérieure en Informatique 8 Mai 1945, Sidi-Bel-Abbès. 2018
  • Formateur à l’école de formation professionnelle MAALIM, Sidi Bel Abbès. 2012-2017