Yasser El Madani El Alami

Publications by Year

Research Areas

Recommender Systems and Techniques, Online Learning and Analytics, Learning Styles and Cognitive Differences, Educational Technology and Assessment, Image and Video Quality Assessment

Most-Cited Works

• → Combining supervised and unsupervised machine learning algorithms to predict the learners’ learning styles(2019)89 cited
• → A fuzzy classification approach for learning style prediction based on web mining technique in e-learning environments(2018)81 cited
• → A Multiple Linear Regression-Based Approach to Predict Student Performance(2020)57 cited
• → Integrating web usage mining for an automatic learner profile detection: A learning styles-based approach(2018)28 cited
• → A Hybrid Machine Learning Approach to Predict Learning Styles in Adaptive E-Learning System(2019)26 cited
• Improving Neighborhood-Based Collaborative Filtering by a Heuristic Approach and an Adjusted Similarity Measure.(2015)
• → Mining Learners’ Behaviors: An Approach Based on Educational Data Mining Techniques(2020)8 cited
• → Toward an effective hybrid collaborative filtering: A new approach based on matrix factorization and heuristic-based neighborhood(2015)8 cited
• → A new collaborative approach to solve the gray-sheep users problem in recommender systems(2019)4 cited
• → Toward a hybrid machine learning approach for extracting and clustering learners' behaviours in adaptive educational system(2020)4 cited