M. Berrada

Most-cited papers

Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
Amina Adadi, M. Berrada
2018IEEE Access5,528 citations Open access
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A Branch and Bound Approach for Machine Load Balancing in Flexible Manufacturing Systems
M. Berrada, K. Stecke
1986219 citations
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Explainable AI for Healthcare: From Black Box to Interpretable Models
Amina Adadi, M. Berrada
2020Embedded Systems and Artificial Intelligence123 citations
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EEG signal analysis using deep learning: A systematic literature review
Ghita Amrani, Amina Adadi, M. Berrada, Z. Souirti +1 more
2021International Conference on the Digital Society45 citations
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Towards a knowledge based Explainable Recommender Systems
A. Samih, Amina Adadi, M. Berrada
2019International Conference on Big Data and Internet of Things32 citations
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ERSDO: E-learning Recommender System based on Dynamic Ontology
Meryem Amane, K. Aissaoui, M. Berrada
2022Education and Information Technologies : Official Journal of the IFIP technical committee on Education27 citations
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Optimal PID control of an autonomous vehicle using Butterfly Optimization Algorithm BOA
Lhoussain El Hajjami, E. Mellouli, M. Berrada
2019International Conference on Big Data and Internet of Things27 citations
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Gastroenterology Meets Machine Learning: Status Quo and Quo Vadis
Amina Adadi, S. Adadi, M. Berrada
2019Adv. Bioinformatics24 citations Open access
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A Serious Game for Learning C Programming Language Concepts Using Solo Taxonomy
Alaeeddine Yassine, D. Chenouni, M. Berrada, Ahmed Tahiri
2017International Journal of Emerging Technologies in Learning (iJET)24 citations Open access
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An explainable hybrid DNN model for seizure vs. Non-seizure classification and seizure localization using multi-dimensional EEG signals
Ghita Amrani, Amina Adadi, M. Berrada
2024Biomedical Signal Processing and Control20 citations
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Robust adaptive non-singular fast terminal sliding-mode lateral control for an uncertain ego vehicle at the lane-change maneuver subjected to abrupt change
Lhoussain El Hajjami, E. Mellouli, M. Berrada
2021International Journal of Dynamics and Control18 citations
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Machine Learning for anomaly detection. Performance study considering anomaly distribution in an imbalanced dataset
Salma El Hajjami, Jamal Malki, M. Berrada, Bouziane Fourka
2020International Conference on Cloud Computing Technologies and Applications15 citations
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New perspective of learning objects in e-learning system
Meryem Amane, K. Aissaoui, M. Berrada
2023The international journal of information and learning technology14 citations
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Ontology based composition of e-Government services using AI Planning
Amina Adadi, M. Berrada, D. Chenouni, B. Bounabat
20152015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)14 citations
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Towards a Holistic Place Branding Model: A Conceptual Model Proposal
M. Berrada
201813 citations Open access
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A Cross-Platform Mobile Application for Learning Programming Basics
Alaeeddine Yassine, M. Berrada, Ahmed Tahiri, D. Chenouni
2018International Journal of Interactive Mobile Technologies13 citations Open access
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Neural Network Based Sliding Mode Lateral Control For Autonomous Vehicle
Lhoussain El Hajjami, E. Mellouli, M. Berrada
20202020 1st International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)12 citations
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Towards a Blockchain based Intelligent and Secure Voting
Asmae El Fezzazi, Amina Adadi, M. Berrada
2021International Conference on the Digital Society11 citations
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An Attention Mechanism-Based Interpretable Model for Epileptic Seizure Detection and Localization With Self-Supervised Pre-Training
Ghita Amrani, Amina Adadi, M. Berrada
2025IEEE Access10 citations Open access
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Enhancing Learning Object Analysis through Fuzzy C-Means Clustering and Web Mining Methods
Meryem Amane, K. Aissaoui, M. Berrada
2023Emerging Science Journal10 citations Open access
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A Multi-agent and Content-Based Course Recommender System for University E-learning Platforms
Meryem Amane, K. Aissaoui, M. Berrada
2021Digital Technologies and Applications10 citations
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Qualitative Verification of Multi-Agents Reactive Decisional System Using Business Process Modeling Notation
M. Berrada, B. Bounabat, M.-A. Harti
2006ACM International Conference on International Agent Technology9 citations
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Business Modeling of Enterprise Architecture Based on Multi-Agent System
M. Berrada
20137 citations
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A Proposed Conception of the Learner Model for Adaptive Hypermedia
Mehdi Tmimi, M. Benslimane, M. Berrada, K. Ouazzani
20186 citations
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Multi-Agent Architecture for Business Modeling of Web Services Composition Based on WS2JADE Framework
N. Adadi, M. Berrada, D. Chenouni, B. Bounabat
20146 citations
Semantic Scholar
A Machine Learning based Approach to Reduce Behavioral Noise Problem in an Imbalanced Data: Application to a fraud detection
Salma El Hajjami, Jamal Malki, Alain Bouju, M. Berrada
2020International Conference on Intelligent Data Science Technologies and Applications5 citations
Semantic Scholar
Implemented and Tested Conception Proposal of Adaptation Model for Adaptive Hypermedia
Mehdi Tmimi, M. Benslimane, M. Berrada, K. Ouazzani
2019International Journal of Emerging Technologies in Learning (iJET)5 citations Open access
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Using Semantic Web Technologies and Multi-agent System for Multi-dimensional Analysis of Open Health Data
Salma El Hajjami, M. Berrada, M.-A. Harti, Gayo Diallo
2020Journal of Information & Knowledge Management4 citations
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Data preprocessing from Internet of Things: Comparative study
Salama Assahli, M. Berrada, D. Chenouni
2017International Conference on Wireless Information Technology and Systems4 citations
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Modeling and simulation of Web Services composition based on MARDS model
N. Adadi, M. Berrada, D. Chenouni, B. Bounabat
20152015 10th International Conference on Intelligent Systems: Theories and Applications (SITA)4 citations
Semantic Scholar
A SEMANTIC WEB SERVICE COMPOSITION FOR E-GOVERNMENT SERVICES
Amina Adadi, M. Berrada, D. Chenouni, B. Bounabat
20154 citations
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Towards a Blockchain Generative AI Driven Education: An Exploratory Study
Ouassima Markouh, Amina Adadi, M. Berrada
20242024 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)3 citations
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Maximizing reusability of learning objects through machine learning techniques
Meryem Amane, Mounir Gouiouez, M. Berrada
2023Scientific Reports3 citations Open access
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Autonomous Vehicle Lateral Control for the Lane-change Maneuver
Lhoussain El Hajjami, E. Mellouli, M. Berrada
2021Lecture Notes in Electrical Engineering3 citations
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Artificial Intelligence based Composition for E-Government Services
Amina Adadi, M. Berrada, Nabil el Akkad
2019Proceedings of the Third International Conference on Computing and Wireless Communication Systems, ICCWCS 2019, April 24-25, 2019, Faculty of Sciences, Ibn Tofaïl University -Kénitra- Morocco3 citations Open access
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Intelligent Model Conception Proposal for Adaptive Hypermedia Systems
Mehdi Tmimi, M. Benslimane, M. Berrada, K. Ouazzani
20183 citations Open access
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Formal Specification of Web Services Composition Using LOTOS
N. Adadi, M. Berrada, D. Chenouni
20163 citations
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Managing Access Control for AI APIs via Blockchain Smart Contracts
Sarah Batal, Said Hraoui, M. Berrada
20252025 5th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)2 citations
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Web service discovery approach: application in e-healing domain
Mohamed Halim, N. Adadi, M. Berrada, D. Chenouni
2023Indonesian Journal of Electrical Engineering and Computer Science2 citations Open access
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Multi-Label Classification of Learning Objects Using Clustering Algorithms Based on Feature Selection
Meryem Amane, K. Aissaoui, M. Berrada
2022International Journal of Emerging Technologies in Learning (iJET)2 citations Open access
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A Novel Cryptosystem for Color Images Based on Chaotic Maps Using a Random Controller
Said Hraoui, Mounir Gouiouez, Faiq Gmira, M. Berrada +2 more
2021Lecture Notes in Electrical Engineering2 citations
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A Serious Game for Teaching Python Programming Language
Alaeeddine Yassine, M. Berrada, Ahmed Tahiri, D. Chenouni
20202 citations
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AWSCPM: A Framework For Automation Of Web Services Composition Processes
N. Adadi, M. Berrada, D. Chenouni, Mohamed Halim
2019IEEE/OES Working Conference on Current Measurement Technology2 citations
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Proposition of web services composition approach basing of model-driven approach and multi-agent systems
N. Adadi, M. Berrada, D. Chenouni, B. Bounabat
20172 citations
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A Multi-Agent Planning Architecture for Semantic Web Service Composition
Amina Adadi, M. Berrada, D. Chenouni
20142 citations
Semantic Scholar
Big Data in E-learning: Literature Review and Challenges
Meryem Amane, K. Aissaoui, M. Berrada
2022Advanced Intelligent Systems for Sustainable Development (AI2SD’2020)1 citations
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Deep Learning for Epilepsy monitoring: A survey
Ghita Amrani, Amina Adadi, M. Berrada, Z. Souirti
20221 citations
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Proposition of Web Services Discovery and Composition Approach: Application in E-learning Platform
Mohamed Halim, N. Adadi, M. Berrada, Abdelmajid Tahiri +1 more
2022International Journal of Emerging Technology and Advanced Engineering1 citations Open access
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Machine Learning System for Fraud Detection. A Methodological Approach for a Development Platform
Salma El Hajjami, Jamal Malki, M. Berrada, H. Mostafa +1 more
2021Digital Technologies and Applications1 citations
Semantic Scholar
Innovative Models Proposals for the Implementation of Adaptive Hypermedia Systems
Mehdi Tmimi, M. Benslimane, M. Berrada, K. Ouazzani
2019Proceedings of the Third International Conference on Computing and Wireless Communication Systems, ICCWCS 2019, April 24-25, 2019, Faculty of Sciences, Ibn Tofaïl University -Kénitra- Morocco1 citations Open access
Semantic Scholar