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MEZRAR Samiha

Maître de Conference B

Structure de rattachement

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

Axes de recherche

  • Artificial Intelligence, natural language processing, deep learning, machine learning, LLM, serious games, CARS.

Equipe de recherche

  • Data and Software Engineering (DASE)

Enseignements

Semestre 1 :

  • Digital & AI Literacy (1CPI)

  • Advanced AI (2SC)

Semestre 2 :

  • Structures de données dynamiques et algorithmes (1CPI)

 

Publications

Publications Internationales (Revues, Journaux& Livres)

Mezrar S, Bendella F. A Systematic Review of Serious Games Relating to Cognitive Impairment and Dementia. Journal of Digital Information Management. 2022 Mar;20(1):1-9.

Mezrar S, Bendella F. Machine learning and Serious Game for the Early Diagnosis of Alzheimer’s Disease. Simulation & Gaming. 2022 Aug;53(4):369-87.

Publications Nationales (Revues, Journaux& Livres)

Communications Internationales

  • Samiha Mezrar; Fatima Bendella. Analysis and Classification of the Use of Serious Games for Detecting Cognitive Impairments in Older People. Conference on Interdisciplinary Scientific Researches, August 8–9, 2021, Warsaw, Poland. Proceedings ISBN: 978-625- 7720-53-3
  • Beddad, B.; Mezrar, S.; Postaire, J.-G. A Review on Deep Learning Models for Satellite Image Classification. ATLAS 15th International Congress on Advanced Scientific Studies and Interdisciplinary Research, July 19–20, 2025, Ankara, Türkiye. Proceedings ISBN: 979-8-89695-135-3
  • Beddad, B.; Mezrar, S.; Postaire, J.-G. Nonlinear Filtering and Deep Feature Learning for Noise-Robust Satellite Image Classification. The 7th International Istanbul Current Scientific Research Congress, August 21–22, 2025, Istanbul, Türkiye. Organised by IKSAD Institute and İstanbul Arel University
  • Beddad, B.; Hadji, A; Tehami, M.; Mezrar,S.; Postaire, J.-G.; Jabloncik.; F. An Adaptive Fuzzy C-Means Algorithm based on Local Spatial Context and Normalized Kernel Distance for Digital Image Segmentation. International Conference on Networking and Advanced Systems (ICNAS), 29-30 Oct. 2025, El Tarf, Algeria. DOI: 10.1109/ICNAS68168.2025.11297997.
  • Belmekki, A-G.; Nemedili,A-K; Mezrar,S.using large language models (llms) & machine learning classification to detect early signs of mental health deterioration in the workplace under pressure, in order to prevent burnout. The 2nd International Congress on Health Sciences, Occupational Health and Safety, April 15-16, 2026, Iğdır University, Iğdır, Türkiye. organised by Iğdır University & IKSAD Institute. Proceedings ISBN: 979-8- 89695-187-2

 

Communications nationales

Responsabilités

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Parcours

PARCOURS ACADÉMIQUE:

  • Doctorat en Informatique, spécialité génie informatique, Université des Sciences et de la Technologies d’Oran Mohamed Boudiaf (USTO-MB). 2023
  • Master en Informatique, Université des Sciences et de la Technologies d’Oran Mohamed Boudiaf (USTO-MB). 2014
  • Licence en Informatique, Université des Sciences et de la Technologies d’Oran Mohamed Boudiaf (USTO-MB). 2012
  • Baccalauréat série science

 

PARCOURS PROFESSIONNEL:

  • Recrutement à l’Ecole Supérieure en Informatique 8 Mai 1945, Sidi-Bel-Abbès. 2023
  • Enseignant vacataire à l’Université des Sciences et de la Technologies d’Oran Mohamed Boudiaf (USTO-MB). 2020-2021