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Hafed Zarzour

Observed names: Hafed ZARZOUR, Zarzour Hafed, Zarzour, Hafed
ORCID: 0000-0001-9441-4842
Observed ORCID: 0000-0001-9441-4842
OpenAlex ID: A5064615228
Deep learning techniques to classify agricultural crops through UAV imagery: a review
2022 · Abdelmalek Bouguettaya, Hafed Zarzour, et al. · Neural Computing and Applications · 344
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A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms
2021 · Abdelmalek Bouguettaya, Hafed Zarzour, et al. · Signal Processing · 318
Vehicle Detection From UAV Imagery With Deep Learning: A Review
2021 · Abdelmalek Bouguettaya, Hafed Zarzour, et al. · IEEE Transactions on Neural Networks and Learning Systems · 202
A survey on deep learning-based identification of plant and crop diseases from UAV-based aerial images
2022 · Abdelmalek Bouguettaya, Hafed Zarzour, et al. · Cluster Computing · 170
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A new collaborative filtering recommendation algorithm based on dimensionality reduction and clustering techniques
2018 · Hafed Zarzour, Ziad Al-Sharif, et al. · International Conference on Information and Communication Systems (ICICS) · 121
Exploring the behavioral patterns of students learning with a Facebook-based e-book approach
2020 · Hafed Zarzour, Sabrina Bendjaballah, et al. · Computers & Education · 58
Deep ensemble transfer learning-based approach for classifying hot-rolled steel strips surface defects
2023 · Abdelmalek Bouguettaya, Zoheir Mentouri, et al. · The International Journal of Advanced Manufacturing Technology · 39
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CNN-based hot-rolled steel strip surface defects classification: a comparative study between different pre-trained CNN models
2024 · Abdelmalek Bouguettaya, Hafed Zarzour · The International Journal of Advanced Manufacturing Technology · 36
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Exploring the effects of personalized recommendations on student’s motivation and learning achievement in gamified mobile learning framework
2024 · Samia Drissi, Aida Chefrour, et al. · Education and Information Technologies · 34
An Improved Collaborative Filtering Recommendation Algorithm for Big Data
2018 · Hafed Zarzour, Faiz Maazouzi, et al. · IFIP advances in information and communication technology · 33
A linked data-based collaborative annotation system for increasing learning achievements
2016 · Hafed Zarzour, Mokhtar Sellami · Educational Technology Research and Development · 29
RecDNNing: a recommender system using deep neural network with user and item embeddings
2019 · Hafed Zarzour, Ziad A. Al-Sharif, et al. · International Conference on Information and Communication Systems (ICICS) · 27
Recent Advances on UAV and Deep Learning for Early Crop Diseases Identification: A Short Review
2021 · Abdelmalek Bouguettaya, Hafed Zarzour, et al. · 23
Towards a smart city ontology
2016 · Tarek Abid, Hafed Zarzour, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 23
An Effective Recommender System Based on Clustering Technique for TED Talks
2019 · Faiz Maazouzi, Hafed Zarzour, et al. · International Journal of Information Technology and Web Engineering · 18
Facial Emotion Detection in Massive Open Online Courses
2018 · Mohamed Soltani, Hafed Zarzour, et al. · Advances in intelligent systems and computing · 18
Effects of a linked data-based annotation approach on students’ learning achievement and cognitive load
2018 · Hafed Zarzour, Mokhtar Sellami · Interactive Learning Environments · 16
An Effective Model-Based Trust Collaborative Filtering for Explainable Recommendations
2020 · Hafed Zarzour, Yaser Jararweh, et al. · International Conference on Information and Communication Systems (ICICS) · 15
A long short-term memory deep learning framework for explainable recommendation
2020 · Hafed Zarzour, Yaser Jararweh, et al. · International Conference on Information and Communication Systems (ICICS) · 14
An investigation into whether learning performance can be improved by CAALDT
2017 · Hafed Zarzour, Mokhtar Sellami · Innovations in Education and Teaching International · 12
A Deep Learning-Based System for Driver Fatigue Detection
2024 · Abderrahim Benmohamed, Hafed Zarzour · Ingénierie des systèmes d information · 11
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Machine Learning and Deep Learning as New Tools for Business Analytics
2022 · Abdelmalek Bouguettaya, Hafed Zarzour, et al. · Advances in business information systems and analytics book series · 11
Sentiment Analysis Based on Deep Learning Methods for Explainable Recommendations with Reviews
2021 · Hafed Zarzour, Bashar Al shboul, et al. · International Conference on Information and Communication Systems (ICICS) · 11
Conflict-Free Collaborative Decision-Making over Mind-Mapping
2014 · Hafed Zarzour, Tarek Abid, et al. · 9
B-Set: A synchronization method for distributed semantic stores
2012 · Hafed Zarzour, Mokhtar Sellami · World Conference on Complex Systems · 9
Works count: 55
Citation count: 1,680
H-index: 16
I10-index: 23
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