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  1. 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

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

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

    Dr. Hafed Zarzour

  3. Precision Agriculture Using Deep Learning and UAVs

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

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

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

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

    Dr. Hafed Zarzour

  5. 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

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

    Article • Signal Processing, January 2022, Elsevier

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

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

    Article • January 2022, IGI Global

    Dr. Abdelmalek Bouguettaya, Dr. Hafed Zarzour

  8. Science Education in Algeria

    Article • January 2022, Springer Science + Business Media

    Dr. Hafed Zarzour

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

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

    Dr. Hafed Zarzour

  10. 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

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

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

    Dr. Hafed Zarzour

  12. 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

  13. AI-Driven Big Healthcare Analytics

    Article • January 2021, IGI Global

    Dr. Hafed Zarzour

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

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

    Dr. Hafed Zarzour

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

    Article • Computers & Education, October 2020, Elsevier

    Dr. Hafed Zarzour

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

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

    Dr. Hafed Zarzour

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

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

    Dr. Hafed Zarzour

  18. 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

  19. 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

  20. 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

  21. An Affective Tutoring System for Massive Open Online Courses

    Article • July 2019, Springer Science + Business Media

    Dr. Hafed Zarzour, Mohamed Chaouki BABAHENINI

  22. 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

  23. A New System For Audio Mining

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

    Dr. Hafed Zarzour

  24. 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

  25. 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

  26. Towards social collaborative editing of distributed linked data

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

    Dr. Hafed Zarzour

  27. 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

  28. Facial Emotion Detection in Massive Open Online Courses

    Article • January 2018, Springer Science + Business Media

    Dr. Hafed Zarzour, Mohamed Chaouki BABAHENINI

  29. An Improved Collaborative Filtering Recommendation Algorithm for Big Data

    Article • January 2018, Springer Science + Business Media

    Dr. Hafed Zarzour

  30. 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

  31. 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

  32. Towards a smart city ontology

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

    Dr. Hafed Zarzour

  33. Smart cities based on web semantic technologies

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

    Dr. Hafed Zarzour, tarek khadir

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

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

    Dr. Hafed Zarzour

  35. Efficient Eventual Consistency in Collaborative Image Annotation Framework

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

    Dr. Hafed Zarzour

  36. Achieving consistency in collaborative image annotation systems

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

    Dr. Hafed Zarzour

  37. Using commutative replicated data type for collaborative video annotation

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

    Dr. Hafed Zarzour

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

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

    Dr. Hafed Zarzour

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

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

    Dr. Hafed Zarzour

  40. 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

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

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

    Dr. Hafed Zarzour