Home › Researcher directory › Mohammed Berrada
Mohammed Berrada
Affiliation : Sidi Mohamed Ben Abdellah University
- 54Publications (affiliation in Morocco)
- 69Total publications
- 7014Citations
- 15h-index
Research profile
Mohammed Berrada has 54 indexed publications (2006–2026). Their work appears mainly in “Lecture notes in networks and systems”, “Advances in intelligent systems and computing” and “International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)”. Their most cited article, “Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)” (2018), has been cited 6294 times. 7 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers.
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Create my free profile Add my publicationsResearch areas
- Service-Oriented Architecture and Web Services
- Vehicle Dynamics and Control Systems
- Online Learning and Analytics
- Semantic Web and Ontologies
- Blockchain Technology Applications and Security
Publications (54)
- A neural network-based optimization approach for autonomous ground vehicle adaptive lateral control
- Smart-Contract-Based Access Control for AI Models in Cloud Environment
- An Attention Mechanism-Based Interpretable Model for Epileptic Seizure Detection and Localization With Self-Supervised Pre-Training
- Managing Access Control for AI APIs via Blockchain Smart Contracts
- Explainable Deep Learning for Enhanced Epilepsy Monitoring and Diagnosis: A Review
- An explainable hybrid DNN model for seizure vs. Non-seizure classification and seizure localization using multi-dimensional EEG signals
- Applying Artificial Intelligence to Enhance E-Commerce Marketing Strategies
- A novel robust adaptive neuro-sliding mode steering controller for autonomous ground vehicles
- Neural network optimization algorithm based non-singular fast terminal sliding-mode control for an uncertain autonomous ground vehicle subjected to disturbances
- Enhancing Learning Object Analysis through Fuzzy C-Means Clustering and Web Mining Methods
- New perspective of learning objects in e-learning system
- Web service discovery approach: application in e-healing domain
- Maximizing reusability of learning objects through machine learning techniques
- Shaping Students’ Learning for a Specific Learning Environment
- The Use of Artificial Intelligence and Blockchain in Healthcare Applications: Introduction for Beginning Researchers
- ERSDO: E-learning Recommender System based on Dynamic Ontology
- A Robust Intelligent Controller for Autonomous Ground Vehicle Longitudinal Dynamics
- Proposition of Web Services Discovery and Composition Approach: Application in E-learning Platform
- Vehicle Adaptive Cruise Controller Based on an Optimal Super-twisting Sliding Mode Control
- Multi-Label Classification of Learning Objects Using Clustering Algorithms Based on Feature Selection
- Big Data in E-learning: Literature Review and Challenges
- Deep Learning for Epilepsy monitoring: A survey
- Robust adaptive non-singular fast terminal sliding-mode lateral control for an uncertain ego vehicle at the lane-change maneuver subjected to abrupt change
- A Multi-agent and Content-Based Course Recommender System for University E-learning Platforms
- Towards a Blockchain based Intelligent and Secure Voting
- Machine Learning System for Fraud Detection. A Methodological Approach for a Development Platform
- A New Framework to Secure Cloud Based e-Learning Systems
- Autonomous Vehicle Lateral Control for the Lane-change Maneuver
- Machine Learning Facing Behavioral Noise Problem in an Imbalanced Data Using One Side Behavioral Noise Reduction: Application to a Fraud Detection
- Explainable AI for Healthcare: From Black Box to Interpretable Models
- Neural Network Based Sliding Mode Lateral Control For Autonomous Vehicle
- Machine Learning for anomaly detection. Performance study considering anomaly distribution in an imbalanced dataset
- Using Semantic Web Technologies and Multi-agent System for Multi-dimensional Analysis of Open Health Data
- A Machine Learning based Approach to Reduce Behavioral Noise Problem in an Imbalanced Data: Application to a fraud detection
- A Serious Game for Teaching Python Programming Language
- Design of a Learner Model for Integration into an Adaptive Hypermedia System
- Healthcare Social Data Platform Based on Linked Data and Machine Learning
- Towards a knowledge based Explainable Recommender Systems
- Optimal PID control of an autonomous vehicle using Butterfly Optimization Algorithm BOA
- Gastroenterology Meets Machine Learning: Status Quo and Quo Vadis
- AWSCPM: A Framework For Automation Of Web Services Composition Processes
- Innovative Models Proposals for the Implementation of Adaptive Hypermedia Systems
- A Development of AWSCPM Framework for Automation of Web Services Composition Processes
- Automation of Web Services Composition Development Cycle
- Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
- A Cross-Platform Mobile Application for Learning Programming Basics
- A Serious Game for Learning C Programming Language Concepts Using Solo Taxonomy
- Towards an agent-based approach for multidimensional analyses of semantic web data
- Inspiration and Pre-Conception of an Intelligent and Dynamic System Supporting Learner Ontologies
- Ontology based composition of e-Government services using AI Planning
- Modeling and simulation of Web Services composition based on MARDS model
- Multi-Agent Architecture for Business Modeling of Web Services Composition Based on WS2JADE Framework
- A Multi-Agent Planning Architecture for Semantic Web Service Composition
- Qualitative Verification of Multi-Agents Reactive Decisional System Using Business Process Modeling Notation
Publication venues
- Lecture notes in networks and systems × 5
- Advances in intelligent systems and computing × 4
- International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) × 3
- IEEE Access × 2
- International Journal of Emerging Technologies in Learning (iJET) × 2
- Lecture notes in electrical engineering × 2
Publications per year
- 20262
- 20253
- 20242
- 20238
- 20227
- 20217
- 20208
- 20197
- 20182
- 20173
Collaborations
Partner institutions : École Normale Supérieure de Fès · Université Moulay Ismail de Meknes · Mohamed I University · Mohammed V University · Centre Hospitalier Universitaire Hassan II
Co-authors
- Driss Chenouni
- Meryem Amane
- Amina Adadi
- El Mehdi Mellouli
- Lhoussain El Hajjami
- Karima Aissaoui
- Salma El Hajjami
- Nouha Adadi
- Ghita Amrani
- Said Hraoui
- Alaeeddine Yassine
- Kamar Ouazzani
Bibliographic data from OpenAlex (open database).
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