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  1. SoftMoE-SHAP: Calibrated Soft Mixture-of-Experts for MOOC Dropout Prediction

    Article • IEEE Access, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  2. JFD-GNN: A Joint Graph Neural Network Approach for Detecting Fake News

    Article • International Journal of Pattern Recognition and Artificial Intelligence, May 2025, World Scientific Pub Co Pte Lt

    Dr. Hafed Zarzour

  3. Enhancing Sentiment Analysis via Advanced Deep Learning Techniques

    Article • April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  4. Promoting Generative AI Literacy among Students and Teachers

    Article • January 2025, Springer Science + Business Media

    Dr. Hafed Zarzour

  5. A Deep Learning-Based System for Driver Fatigue Detection

    Article • Ingénierie des systèmes d information, October 2024, International Information and Engineering Technology Association

    Dr. Hafed Zarzour

  6. CNN-based hot-rolled steel strip surface defects classification: a comparative study between different pre-trained CNN models

    Article • The International Journal of Advanced Manufacturing Technology, March 2024, Springer Science + Business Media

    Dr. Hafed Zarzour

  7. Exploring the effects of personalized recommendations on student’s motivation and learning achievement in gamified mobile learning framework

    Article • Education and Information Technologies, January 2024, Springer Science + Business Media

    Dr. Hafed Zarzour

  8. CNN-based Hot-Rolled Steel Strip Surface Defects Classification: A Comparative Study Between Different Pre-Trained CNN Models

    Article • August 2023, Springer Science + Business Media

    Dr. Hafed Zarzour

  9. Deep ensemble transfer learning-based approach for classifying hot-rolled steel strips surface defects

    Article • The International Journal of Advanced Manufacturing Technology, February 2023, Springer Science + Business Media

    Dr. Hafed Zarzour

  10. Classifying Steel Strip Surface Defects using Deep Ensemble Transfer Learning

    Article • November 2022, Research Square

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  11. A Deep Learning-based System for Detection At-Risk Students

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  12. Using K-means Clustering Ensemble to Improve the Performance in Recommender Systems

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  13. Precision Agriculture Using Deep Learning and UAVs

    Article • Cluster Computing, August 2022, Springer Science + Business Media

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  14. Using Deep Learning for Positive Reviews Prediction in Explainable Recommendation Systems

    Article • June 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  15. Deep learning techniques to classify agricultural crops through UAV imagery: a review

    Article • Neural Computing and Applications, March 2022, Springer Science + Business Media

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  16. Early wildfire detection from UAVs using deep learning-based computer vision algorithms

    Article • Signal Processing, January 2022, Elsevier

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  17. Machine Learning and Deep Learning as New Tools for Business Analytics

    Article • January 2022, IGI Global

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  18. Science Education in Algeria

    Article • January 2022, Springer Science + Business Media

    Dr. Hafed Zarzour

  19. An Efficient Recommender System Based on Collaborative Filtering Recommendation and Cluster Ensemble

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  20. Recent Advances on UAV and Deep Learning for Early Crop Diseases Identification

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  21. Sentiment Analysis Based on Deep Learning Methods for Explainable Recommendations with Reviews

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  22. Vehicle Detection From UAV Imagery With Deep Learning: A Review

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  23. AI-Driven Big Healthcare Analytics

    Article • January 2021, IGI Global

    Dr. Hafed Zarzour

  24. A convolutional neural network-based reviews classification method for explainable recommendations

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  25. Exploring the behavioral patterns of students learning with a Facebook-based e-book approach

    Article • Computers & Education, October 2020, Elsevier

    Dr. Hafed Zarzour

  26. A long short-term memory deep learning framework for explainable recommendation

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  27. An Effective Model-Based Trust Collaborative Filtering for Explainable Recommendations

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  28. A conflict-free replicated data type for collaborative annotation systems

    Article • Concurrency and Computation Practice and Experience, March 2020, Wiley

    Yaser Jararweh, Dr. Hafed Zarzour

  29. An Effective Recommender System Based on Clustering Technique for TED Talks

    Article • International Journal of Information Technology and Web Engineering, January 2020, IGI Global

    Dr. Hafed Zarzour

  30. An Emotional Feedback Based on Facial Action Coding System for MOOCs with Computer-Based Assessment

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour, Mohamed Chaouki BABAHENINI

  31. An Affective Tutoring System for Massive Open Online Courses

    Article • July 2019, Springer Science + Business Media

    Dr. Hafed Zarzour, Mohamed Chaouki BABAHENINI

  32. RecDNNing: a recommender system using deep neural network with user and item embeddings

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  33. A New System For Audio Mining

    Article • December 2018, ACM (Association for Computing Machinery)

    Dr. Hafed Zarzour

  34. Trends in Linked Data-Based Educational Studies: A Review of Contributions in SSCI Journals

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  35. A new collaborative filtering recommendation algorithm based on dimensionality reduction and clustering techniques

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  36. Towards social collaborative editing of distributed linked data

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  37. Effects of a linked data-based annotation approach on students’ learning achievement and cognitive load

    Article • Interactive Learning Environments, March 2018, Taylor & Francis

    Dr. Hafed Zarzour

  38. Facial Emotion Detection in Massive Open Online Courses

    Article • January 2018, Springer Science + Business Media

    Dr. Hafed Zarzour, Mohamed Chaouki BABAHENINI

  39. An Improved Collaborative Filtering Recommendation Algorithm for Big Data

    Article • January 2018, Springer Science + Business Media

    Dr. Hafed Zarzour

  40. An investigation into whether learning performance can be improved by CAALDT

    Article • Innovations in Education and Teaching International, February 2017, Taylor & Francis

    Dr. Hafed Zarzour

  41. A linked data-based collaborative annotation system for increasing learning achievements

    Article • Educational Technology Research and Development, November 2016, Springer Science + Business Media

    Dr. Hafed Zarzour

  42. Towards a smart city ontology

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  43. Smart cities based on web semantic technologies

    Article • September 2016, ACM (Association for Computing Machinery)

    Dr. Hafed Zarzour, tarek khadir

  44. Consistency awareness in a distributed collaborative system for semantic stores

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  45. Efficient Eventual Consistency in Collaborative Image Annotation Framework

    Article • Journal of Advances in Information Technology, January 2015, Engineering and Technology Publishing

    Dr. Hafed Zarzour

  46. Achieving consistency in collaborative image annotation systems

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  47. Using commutative replicated data type for collaborative video annotation

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  48. Conflict-Free Collaborative Decision-Making over Mind-Mapping

    Article • February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  49. p2pCoSU: A P2P Sparql/update for collaborative authoring of triple-stores

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour

  50. srCE: a collaborative editing of scalable semantic stores on P2P networks

    Article • International Journal of Computer Applications in Technology, January 2013, Inderscience Publishers

    Dr. Hafed Zarzour

  51. B-Set: A synchronization method for distributed semantic stores

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Hafed Zarzour