Mohammed Berrada

Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
Amina Adadi, Mohammed Berrada
2018IEEE Access6,268 citations Open access
OpenAlex
Explainable AI for Healthcare: From Black Box to Interpretable Models
Amina Adadi, Mohammed Berrada
2020Advances in intelligent systems and computing137 citations
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EEG signal analysis using deep learning: A systematic literature review
Ghita Amrani, Amina Adadi, Mohammed Berrada, Zouhayr Souirti +1 more
2021International Conference on Intelligent Computing in Data Sciences (ICDS)54 citations
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A Serious Game for Learning C Programming Language Concepts Using Solo Taxonomy
Alaeeddine Yassine, Driss Chenouni, Mohammed Berrada, Ahmed Tahiri
2017International Journal of Emerging Technologies in Learning (iJET)46 citations Open access
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Towards a knowledge based Explainable Recommender Systems
Amina Samih, Amina Adadi, Mohammed Berrada
2019International Conference on Big Data and Internet of Things (BDIOT)39 citations
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A novel robust adaptive neuro-sliding mode steering controller for autonomous ground vehicles
Lhoussain El Hajjami, El Mehdi Mellouli, Vidas Žuraulis, Mohammed Berrada
2023Robotics and Autonomous Systems37 citations
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Optimal PID control of an autonomous vehicle using Butterfly Optimization Algorithm BOA
Lhoussain El Hajjami, El Mehdi Mellouli, Mohammed Berrada
2019International Conference on Big Data and Internet of Things (BDIOT)26 citations
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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, Mohammed Berrada
2024Biomedical Signal Processing and Control25 citations
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ERSDO: E-learning Recommender System based on Dynamic Ontology
Meryem Amane, Karima Aissaoui, Mohammed Berrada
2022Education and Information Technologies25 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, El Mehdi Mellouli, Mohammed Berrada
2021International Journal of Dynamics and Control25 citations
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Gastroenterology Meets Machine Learning: Status Quo and Quo Vadis
Amina Adadi, Safae Adadi, Mohammed Berrada
2019Advances in Bioinformatics25 citations Open access
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Neural Network Based Sliding Mode Lateral Control For Autonomous Vehicle
Lhoussain El Hajjami, El Mehdi Mellouli, Mohammed Berrada
2020International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)24 citations
OpenAlex
Neural network optimization algorithm based non-singular fast terminal sliding-mode control for an uncertain autonomous ground vehicle subjected to disturbances
Lhoussain El Hajjami, El Mehdi Mellouli, Vidas Žuraulis, Mohammed Berrada +1 more
2023Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering21 citations
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A Robust Intelligent Controller for Autonomous Ground Vehicle Longitudinal Dynamics
Lhoussain El Hajjami, El Mehdi Mellouli, Vidas Žuraulis, Mohammed Berrada +1 more
2022Applied Sciences15 citations Open access
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A Multi-agent and Content-Based Course Recommender System for University E-learning Platforms
Meryem Amane, Karima Aissaoui, Mohammed Berrada
2021Lecture notes in networks and systems15 citations
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Machine Learning for anomaly detection. Performance study considering anomaly distribution in an imbalanced dataset
Salma El Hajjami, Jamal Malki, Mohammed Berrada, Bouziane Fourka
202015 citations
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A Cross-Platform Mobile Application for Learning Programming Basics
Alaeeddine Yassine, Mohammed Berrada, Ahmed Tahiri, Driss Chenouni
2018International Journal of Interactive Mobile Technologies (iJIM)15 citations Open access
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Ontology based composition of e-Government services using AI Planning
Amina Adadi, Mohammed Berrada, Driss Chenouni, Bouchaïb Bounabat
2015International Conference on Intelligent Systems: Theories and Applications13 citations
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Enhancing Learning Object Analysis through Fuzzy C-Means Clustering and Web Mining Methods
Meryem Amane, Karima Aissaoui, Mohammed Berrada
2023Emerging Science Journal12 citations Open access
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Towards a Blockchain based Intelligent and Secure Voting
Asmae El Fezzazi, Amina Adadi, Mohammed Berrada
2021International Conference on Intelligent Computing in Data Sciences (ICDS)12 citations
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New perspective of learning objects in e-learning system
Meryem Amane, Karima Aissaoui, Mohammed Berrada
2023International Journal of Information and Learning Technology10 citations
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Qualitative Verification of Multi-Agents Reactive Decisional System Using Business Process Modeling Notation
Mohammed Berrada, Bouchaïb Bounabat, Mostafa Harti
2006IEEE/WIC/ACM International Conference on Intelligent Agent Technology9 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, Mohammed Berrada
2025IEEE Access8 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, Mohammed Berrada, Harti Mostafa +1 more
2021Lecture notes in networks and systems7 citations
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Using Semantic Web Technologies and Multi-agent System for Multi-dimensional Analysis of Open Health Data
Salma El Hajjami, Mohammed Berrada, Mostafa Harti, Gayo Diallo
2020Journal of Information & Knowledge Management6 citations
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Implemented and Tested Conception Proposal of Adaptation Model for Adaptive Hypermedia
Mehdi Tmimi, Mohamed Benslimane, Mohammed Berrada, Kamar Ouazzani
2019International Journal of Emerging Technologies in Learning (iJET)6 citations Open access
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Artificial Intelligence based Composition for E-Government Services
Amina Adadi, Mohammed Berrada, Nabil El Akkad
20196 citations Open access
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A New Framework to Secure Cloud Based e-Learning Systems
Karima Aissaoui, Meryem Amane, Mohammed Berrada, Mohammed Amine Madani
2021Lecture notes in electrical engineering5 citations
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Towards a Blockchain Generative AI Driven Education: An Exploratory Study
Ouassima Markouh, Amina Adadi, Mohammed Berrada
2024International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)4 citations
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Maximizing reusability of learning objects through machine learning techniques
Meryem Amane, Mounir Gouiouez, Mohammed Berrada
2023Scientific Reports4 citations Open access
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Web service discovery approach: application in e-healing domain
Mohamed Halim, Nouha Adadi, Mohammed Berrada, Driss Chenouni
2023Indonesian Journal of Electrical Engineering and Computer Science4 citations Open access
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Proposition of Web Services Discovery and Composition Approach: Application in E-learning Platform
Mohamed Abdel Halim, Nouha Adadi, Mohammed Berrada, Abdelmajid Tahiri +1 more
2022International Journal of Emerging Technology and Advanced Engineering4 citations Open access
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Vehicle Adaptive Cruise Controller Based on an Optimal Super-twisting Sliding Mode Control
Lhoussain El Hajjami, El Mehdi Mellouli, Vidas Žuraulis, Mohammed Berrada
2022International Conference of Smart Systems and Emerging Technologies (SMARTTECH)4 citations
OpenAlex
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, Mohammed Berrada
2020International Conference on Intelligent Data Science Technologies and Applications (IDSTA)4 citations
OpenAlex
Data preprocessing from Internet of Things: Comparative study
Salama Assahli, Mohammed Berrada, Driss Chenouni
2017International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)4 citations
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Business Modeling of Enterprise Architecture Based on Multi-Agent System
Mohammed Berrada
2013International Journal of e-Education e-Business e-Management and e-Learning4 citations
OpenAlex
Study of a digital controller by its application to a head-box in pulp and paper industry
M.E. Elkadiri, Stanislaw Tarasiewicz, Mohammed Berrada, Peter Radziszewski
2002Proceedings of the Annual Conference of the IEEE Industrial Electronics Society4 citations
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Blockchain and Explainable AI for Trustworthy Autonomous Vehicles
Ouassima Markouh, Amina Adadi, Mohammed Berrada
2023CRC Press eBooks3 citations
OpenAlex
Shaping Students’ Learning for a Specific Learning Environment
Meryem Amane, Karima Aissaoui, Mohammed Berrada
2023Lecture notes in networks and systems3 citations
OpenAlex
Autonomous Vehicle Lateral Control for the Lane-change Maneuver
Lhoussain El Hajjami, El Mehdi Mellouli, Mohammed Berrada
2021Lecture notes in electrical engineering3 citations
OpenAlex
A Novel Cryptosystem for Color Images Based on Chaotic Maps Using a Random Controller
Said Hraoui, Mounir Gouiouez, Faiq Gmira, Mohammed Berrada +2 more
2021Lecture notes in electrical engineering3 citations
OpenAlex
A Serious Game for Teaching Python Programming Language
Alaeeddine Yassine, Mohammed Berrada, Ahmed Tahiri, Driss Chenouni
2020Advances in intelligent systems and computing3 citations
OpenAlex
AWSCPM: A Framework For Automation Of Web Services Composition Processes
Nouha Adadi, Mohammed Berrada, Driss Chenouni, Mohamed Halim
20193 citations
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Intelligent Model Conception Proposal for Adaptive Hypermedia Systems
Mehdi Tmimi, Mohamed Benslimane, Mohammed Berrada, Kamar Ouazzani
2018International Journal of Advanced Computer Science and Applications3 citations Open access
OpenAlex
Modeling and simulation of Web Services composition based on MARDS model
Nouha Adadi, Mohammed Berrada, Driss Chenouni, Bouchaïb Bounabat
2015International Conference on Intelligent Systems: Theories and Applications3 citations
OpenAlex
Multi-Agent Architecture for Business Modeling of Web Services Composition Based on WS2JADE Framework
Nouha Adadi, Mohammed Berrada, Driss Chenouni, Bouchaïb Bounabat
2014International Review on Computers and Software (IRECOS)3 citations
OpenAlex
Managing Access Control for AI APIs via Blockchain Smart Contracts
Sara Batal, Said Hraoui, Mohammed Berrada
2025International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)2 citations
OpenAlex
Smart Contracts in Higher Education: A Systematic Literature Review
Ouassima Markouh, Amina Adadi, Mohammed Berrada
2024Advances in Science, Technology & Innovation/Advances in science, technology & innovation2 citations
OpenAlex
Multi-Label Classification of Learning Objects Using Clustering Algorithms Based on Feature Selection
Meryem Amane, Karima Aissaoui, Mohammed Berrada
2022International Journal of Emerging Technologies in Learning (iJET)2 citations Open access
OpenAlex
Big Data in E-learning: Literature Review and Challenges
Meryem Amane, Karima Aissaoui, Mohammed Berrada
2022Advances in intelligent systems and computing2 citations
OpenAlex

Most-cited papers