Publications

• Machine learning for internet of things classification using network traffic parameters
  • Published in International Journal of Electrical and Computer Engineering, 2023.
    • Authors: Elhaloui,L,. El Filali, S,.Benlahmer, E.H,.Tace,Y,. Rida,N.
• IoT Architectures: A Brief Survey on Layers’ Services
  • Published in Lecture Notes on Data Engineering and Communications Technologies, 2023.
  • Fagroud, F.Z. , Idrissi, N. , Ben Lahmar, E.H. , .Achtaich, K. , El Filali, S.
• Internet of things search engines: Toward a general architecture
  • Published in Indonesian Journal of Electrical Engineering and Computer Science, 2019.
    • Fagroud, F.Z. , Ajallouda, L. , Lahmar, E.H.B. ,El Filali, S. , Baddi, Y.
• Machine Learning Applications in Supply Chain Management: A Deep Learning Model Using an Optimized LSTM Network for Demand Forecasting
  • Published in International Journal of Intelligent Engineering and Systems, 2022.
    • El Filali, A. , Lahmer, E.H.B. , El Filali, S. ,Ajouary, M.A. , Akantous, S.
• Overcome medical image data scarcity by data augmentation techniques: A review
  • Published in International Conference on Microelectronics, ICM 2022.
    • El Jiani, L. , El Filali, S. , Benlahmer, E.H.
• Determine the Level of Concentration of Students in Real Time from their Facial Expressions
  • Published in Journal International Journal of Advanced Computer Science and Applications, 2022.
    • Meriem, B. , Benlahmar, H. , Naji, M.A. , Sanaa, E. , Wijdane, K.
• Extract Concept using Subtitles in MOOC
  • Published in International Journal of Advanced Computer Science and Applications, 2022.
    • Kawtar, A. , Benlahmar, H. , Naji, M.A. , Sanaa, E. , Banou, Z.
• A Novel LSTM-GRU-Based Hybrid Approach for Electrical Products Demand Forecasting
  • Published in International Conference on Electrical, Computer, and Energy Technologies, ICECET, 2022.
    • filali, A.E. , Jadli, A. , Lahmer, E.H.B. , filali, S.E.
• Machine Learning techniques for Supply Chain Management: A Systematic Literature Review
  • Published in Journal of System and Management Sciences, 2022.
    • Filali, A.E. , Lahmer, E.H.B. , Filali, S.E. .
• Rt-rct: An online tool for real-time retrieval of connected things
  • Published in Bulletin of Electrical Engineering and Informatics, 2022.
    • Fagroud, F.Z. , Lahmar, E.H.B. , Toumi, H. , Baddi, Y. , Filali, S.E.
• Exploring applications of Machine Learning for supply chain management
  • Published in 3rd International Conference on Transportation and Smart Technologies, 2021 TST.
    • Filali, A.E.L. , Ben Lahmer, E.H. , Filali, S.E.L.
• A survey of distance learning in Morocco during COVID-19
  • Published in Indonesian Journal of Electrical Engineering and Computer Science, 2021.
    • Ouahabi, S. , Guemmat, K.E. , Azouazi, M. , Filali, S.E.
• Breast Cancer Prediction and Diagnosis through a New Approach based on Majority Voting Ensemble Classifier
  • Published in Procedia Computer Science, 2021.
    • Naji, M.A. , Filali, S.E. , Bouhlal, M. ,Abdelouhahid, R.A. , Debauche, O.
• Impact of IoT devices in E-Health: A Review on IoT in the context of COVID-19 and its variants
  • Published in Procedia Computer Science 2021.
    • Fagroud, F.Z. , Toumi, H. , Ben Lahmar, E.H. , Achtaich, K. , Filali, S.E.
• Machine Learning Algorithms for Breast Cancer Prediction and Diagnosis
  • Published in Procedia Computer Science, 2021.
    • Naji, M.A. , Filali, S.E. , Aarika, K. , Abdelouhahid, R.A. , Debauche, O.
• A survey of distance learning in Morocco during COVID-19
  • Published in Indonesian Journal of Electrical Engineering and Computer Science, 2021
    • Fagroud, F.Z. , Ajallouda, L. , Lahmar, E.H.B. ,Zellou, A. , El Filali, S.
• A Brief Survey on Internet of Things (IoT)
  • Published in Lecture Notes in Networks and Systems, 2021
    • Fagroud, F.Z. , Ajallouda, L. , Lahmar, E.H.B. ,Zellou, A. , El Filali, S.
• IOT Search Engines: Study of Data Collection Methods
  • Published in Advances in Intelligent Systems and Computing, 2021.
    • Fagroud, F.Z. , Ben Lahmar, E.H. , Toumi, H. , Achtaich, K. , El Filali, S.
• Implementation of smart irrigation using IoT and Artificial Intelligence
  • Published in Mathematical Modeling and Computing, 2023
    • Tace, Y. , Elfilali, S. , Tabaa, M. , Leghris, C.
• Smart irrigation system based on IoT and machine learning
  • Published in Energy Reports, 2022
    • Tace, Y. , Tabaa, M. , Elfilali, S. , Bensag, H. , Renault, E.
• Morph-syntactic analysis of Arabic words by deterministic finite automaton (DFA)
  • Published in International Conference on Microelectronics, ICM 2021
    • Tace, Y. , Elfilali, S. , Leghris, C. , Bensag, H. , Renault, E.
• INTERNET OF THINGS: STATISTICAL STUDY ON RESEARCH EVOLUTION
  • Published in International Journal of Advances in Electronics and Computer Science, ISSN(p): 2394-2835 Volume-6, Issue-5, May-2019.
    • Fatima Zahra Fagroud , El Habib Ben Lahmar , Mohamed Amine , Hicham Toumi , Sanaa El Filali.
• Internet of Things: Statistical Study on Research Evolution
  • Published in INTERNATIONAL JOURNAL OF ADVANCES IN ELECTRONICS AND COMPUTER SCIENCE, 2019.
    • F. Fagroud, E. Ben Lahmar, S. El Filali
• A Comparative Study on the Different Attacks IOT: The Perception Layer
  • Published in INTERNATIONAL JOURNAL OF ADVANCES IN ELECTRONICS AND COMPUTER SCIENCE, 2019
    • K.Aarika, M.Bouhlal, E.Benlhmar, S.Elfilali
• How Emotion Recognition Can Improve Student Performance and Learning Approaches
  • Published in INTERNATIONAL JOURNAL OF ADVANCES IN ELECTRONICS AND COMPUTER SCIENCE, 2019.
    • M.Bouhlal, K.Aarika, E.Benlhmar, S.Elfilali, El.Lamrani
• What does mean search engine for IOT or IOT search engine
  • Published in
    • Fatima Zahra Fagroud , El Habib Ben Lahmar , Mohamed Amine , Hicham Toumi , Sanaa El Filali, 2022.
• Toward a Monitoring System Based on IoT Devices for Smart Buildings
  • Published in Advances in Intelligent Systems and Computing, 2020.
    • Loubna Elhaloui, Sanaa Elfilali, Mohamed Tabaa & El Habib Benlahmer