Implementing a Fuzzy Logic Based Algorithm to Predict Solar and Wind Energies in a Hybrid Renewable Energy System. - Sanaa Faquir; Ali Yahyaouy; Hamid Tairi; Jalal Sabor (Int. J. Fuzzy Syst. Appl., 2015)

Energy management in a hybrid PV/wind/battery system using a type-1 fuzzy logic computer algorithm. - Sanaa Faquir; Ali Yahyaouy; Hamid Tairi; Jalal Sabor (Int. J. Intell. Eng. Informatics, 2016)

Smart multi-agent traffic coordinator for autonomous vehicles at intersections. - Imad Lamouik; Ali Yahyaouy; My Abdelouahed Sabri (ATSIP, 2017)

Comparative Study of Different Association Rule Methods. - Otmane Stit; Jamal Riffi; Ali Yahyaouy; Hamid Tairi (CIST, 2018)

Multi-agent reinforcement learning-based approach for controlling signals through adaptation. - Mohammed Tahifa; Jaouad Boumhidi; Ali Yahyaouy (Int. J. Auton. Adapt. Commun. Syst., 2018)

Multi-agent system based sequential energy management strategy for Micro-Grid using optimal weighted regularized extreme learning machine and decision tree. - Dounia El Bourakadi; Ali Yahyaouy; Jaouad Boumhidi (Intell. Decis. Technol., 2019)

Comparative study between exact and metaheuristic approaches for virtual machine placement process as knapsack problem. - Saloua El Motaki; Ali Yahyaouy; Hamid Gualous; Jalal Sabor (J. Supercomput., 2019)

Collaborative Filtering: Comparative Study Between Matrix Factorization and Neural Network Method. - Driss El Alaoui; Jamal Riffi; Badraddine Aghoutane; My Abdelouahed Sabri; Ali Yahyaouy; Hamid Tairi (NETYS, 2020)

A robust classification to predict learning styles in adaptive E-learning systems. - Ibtissam Azzi; Adil Jeghal; Abdelhay Radouane; Ali Yahyaouy; Hamid Tairi (Educ. Inf. Technol., 2020)

PV-DAE: A hybrid model for deceptive opinion spam based on neural network architectures. - Anass Fahfouh; Jamal Riffi; Mohamed Adnane Mahraz; Ali Yahyaouy; Hamid Tairi (Expert Syst. Appl., 2020)

Road Traffic Prediction Model Using Extreme Learning Machine: The Case Study of Tangier, Morocco. - Mouna Jiber; Abdelilah Mbarek; Ali Yahyaouy; My Abdelouahed Sabri; Jaouad Boumhidi (Inf., 2020)

Multi-Agent System Based on the Extreme Learning Machine and Fuzzy Control for Intelligent Energy Management in Microgrid. - Dounia El Bourakadi; Ali Yahyaouy; Jaouad Boumhidi (J. Intell. Syst., 2020)

Overview of the Main Recommendation Approaches for the Scientific Articles. - Driss El Alaoui; Jamal Riffi; Badraddine Aghoutane; My Abdelouahed Sabri; Ali Yahyaouy; Hamid Tairi (CBI, 2021)

Hybrid recommender system for tourism based on big data and AI: A conceptual framework. - Khalid Al Fararni; Fouad Nafis; Badraddine Aghoutane; Ali Yahyaouy; Jamal Riffi; My Abdelouahed Sabri (Big Data Min. Anal., 2021)

A new weighted fuzzy C-means clustering for workload monitoring in cloud datacenter platforms. - Saloua El Motaki; Ali Yahyaouy; Hamid Gualous; Jalal Sabor (Clust. Comput., 2021)

A prediction-based model for virtual machine live migration monitoring in a cloud datacenter. - Saloua El Motaki; Ali Yahyaouy; Hamid Gualous (Computing, 2021)

Tourism recommender systems: an overview. - Khalid Al Fararni; Badraddine Aghoutane; Ali Yahyaouy; Jamal Riffi; Abdelouahed Sabri (Int. J. Cloud Comput., 2021)

Semantic integration of Moroccan cultural heritage using CIDOC CRM: case of Drâa-Tafilalet zone. - Fouad Nafis; Badraddine Aghoutane; Ali Yahyaouy (Int. J. Cloud Comput., 2021)

Spam filtering based on PV-DBOW model. - Ghizlane Hnini; Anass Fahfouh; Jamal Riffi; Mohamed Adnane Mahraz; Ali Yahyaouy; Hamid Tairi (Int. J. Data Anal. Tech. Strateg., 2021)

Study of the correlation between server resources utilization and energy consumption. - Meryeme El Yadari; Ali Yahyaouy; Stéphane Le Masson; Khalid El Fazazy; Hamid Gualous (ICSC, 2022)

An Optimized Gradient Dynamic-Neuro-Weighted-Fuzzy Clustering Method: Application in the Nutrition Field. - Karim El Moutaouakil; Ali Yahyaouy; Saliha Chellak; Hicham Baizri (Int. J. Fuzzy Syst., 2022)

Diabetic retinopathy prediction based on deep learning and deformable registration. - Mohammed Oulhadj; Jamal Riffi; Khodriss Chaimae; Mohamed Adnane Mahraz; Bennis Ahmed; Ali Yahyaouy; Chraibi Fouad; Abdellaoui Meriem; Benatiya Andaloussi Idriss; Hamid Tairi (Multim. Tools Appl., 2022)

Deep GraphSAGE-based recommendation system: jumping knowledge connections with ordinal aggregation network. - Driss El Alaoui; Jamal Riffi; Abdelouahed Sabri; Badraddine Aghoutane; Ali Yahyaouy; Hamid Tairi (Neural Comput. Appl., 2022)

Improved extreme learning machine with AutoEncoder and particle swarm optimization for short-term wind power prediction. - Dounia El Bourakadi; Ali Yahyaouy; Jaouad Boumhidi (Neural Comput. Appl., 2022)

Rapid Localization and Mapping Method Based on Adaptive Particle Filters. - Anas Charroud; Karim El Moutaouakil; Ali Yahyaouy; Uche Onyekpe; Vasile Palade; Md. Nazmul Huda (Sensors, 2022)

Modeling the correlation between the workload and the power consumed by a server using stochastic and non-parametric approaches. - Saloua El Motaki; Ali Yahyaouy; Hamid Gualous (Softw. Pract. Exp., 2022)

Intelligent energy management for micro-grid based on deep learning LSTM prediction model and fuzzy decision-making. - Dounia El Bourakadi; Ali Yahyaouy; Jaouad Boumhidi (Sustain. Comput. Informatics Syst., 2022)

Multi -View Clustering Using Sparse Non-Negative Matrix Factorization for Recommendation Systems. - Khalil Bachiri; Faouzi Boufarès; Maria Malek; Nicoleta Rogovschi; Ali Yahyaouy (ICMLA, 2023)

Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering. - Ghizlane Hnini; Jamal Riffi; Mohamed Adnane Mahraz; Ali Yahyaouy; Hamid Tairi (Big Data Cogn. Comput., 2023)

Autonomous approach for moving object detection and classification in road applications. - Imane El Manaa; Fadwa Benjelloun; My Abdelouahed Sabri; Ali Yahyaouy; Abdellah Aarab (Int. J. Comput. Aided Eng. Technol., 2023)

Distributed multi-cluster dynamic Q-routing for large size traffic grids. - Imad Lamouik; Ali Yahyaouy; My Abdelouahed Sabri (Int. J. Cloud Comput., 2023)

A new fuzzy MLE-clustering approach based on object-to-group probabilistic distance measure: from anomaly detection to multi-fault classification in datacenter computational nodes. - Saloua El Motaki; Badr Hirchoua; Ali Yahyaouy (J. Ambient Intell. Humaniz. Comput., 2023)

Detecting Fraudulent Transactions Using Stacked Autoencoder Kernel ELM Optimized by the Dandelion Algorithm. - Fatima Zohra El Hlouli; Jamal Riffi; Mhamed Sayyouri; Mohamed Adnane Mahraz; Ali Yahyaouy; Khalid El Fazazy; Hamid Tairi (J. Theor. Appl. Electron. Commer. Res., 2023)

Fast and accurate localization and mapping method for self-driving vehicles based on a modified clustering particle filter. - Anas Charroud; Karim El Moutaouakil; Ali Yahyaouy (Multim. Tools Appl., 2023)

MG-CNN: Morphological gradient convolutional neural network for classification of arabic styles. - Mouhssine El Atillah; Khalid El Fazazy; Jamal Riffi; Ali Yahyaouy (Signal Image Video Process., 2023)

Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network. - Mohammed Oulhadj; Jamal Riffi; Khodriss Chaimae; Mohamed Adnane Mahraz; Bennis Ahmed; Ali Yahyaouy; Chraibi Fouad; Abdellaoui Meriem; Benatiya Andaloussi Idriss; Hamid Tairi (J. Digit. Imaging, 2023)

A robust energy management approach in two-steps ahead using deep learning BiLSTM prediction model and type-2 fuzzy decision-making controller. - Dounia El Bourakadi; Hiba Ramadan; Ali Yahyaouy; Jaouad Boumhidi (Fuzzy Optim. Decis. Mak., 2023)

A novel MLP-Mixer and channel attention based network for medical image segmentation. - Jaouad Tagnamas; Hiba Ramadan; Ali Yahyaouy; Hamid Tairi (ISIVC, 2024)

Contextual Recommendations: Dynamic Graph Attention Networks With Edge Adaptation. - Driss El Alaoui; Jamal Riffi; Abdelouahed Sabri; Badraddine Aghoutane; Ali Yahyaouy; Hamid Tairi (IEEE Access, 2024)

Enhanced autoencoder-based LiDAR localization in self-driving vehicles. - Anas Charroud; Karim El Moutaouakil; Vasile Palade; Ali Yahyaouy (Appl. Soft Comput., 2024)

Comparative Study of Filtering Methods for Scientific Research Article Recommendations. - Driss El Alaoui; Jamal Riffi; Abdelouahed Sabri; Badraddine Aghoutane; Ali Yahyaouy; Hamid Tairi (Big Data Cogn. Comput., 2024)

1D CNNs and face-based random walks: A powerful combination to enhance mesh understanding and 3D semantic segmentation. - Amine Kassimi; Jamal Riffi; Khalid El Fazazy; Thierry Bertin Gardelle; Hamza Mouncif; Mohamed Adnane Mahraz; Ali Yahyaouy; Hamid Tairi (Comput. Aided Geom. Des., 2024)

Diabetic retinopathy prediction based on vision transformer and modified capsule network. - Mohammed Oulhadj; Jamal Riffi; Khodriss Chaimae; Mohamed Adnane Mahraz; Ali Yahyaouy; Abdellaoui Meriem; Benatiya Andaloussi Idriss; Hamid Tairi (Comput. Biol. Medicine, 2024)

Data mining techniques along with fuzzy logic control to find solutions to road traffic accidents: case study in Morocco. - Halima Drissi Touzani; Sanaa Faquir; Ali Yahyaouy (Int. J. Data Min. Model. Manag., 2024)

Fuzzy Classification Approach to Select Learning Objects Based on Learning Styles in Intelligent E-Learning Systems. - Ibtissam Azzi; Abdelhay Radouane; Loubna Laaouina; Adil Jeghal; Ali Yahyaouy; Hamid Tairi (Informatics, 2024)

Credit Card Fraud Detection: Addressing Imbalanced Datasets with a Multi-phase Approach. - Fatima Zohra El Hlouli; Jamal Riffi; Mohamed Adnane Mahraz; Ali Yahyaouy; Khalid El Fazazy; Hamid Tairi (SN Comput. Sci., 2024)

A Contextual Relationship Model for Deceptive Opinion Spam Detection. - Anass Fahfouh; Jamal Riffi; Mohamed Adnane Mahraz; Ali Yahyaouy; Hamid Tairi (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors. - Mohammed Sabri; Rosanna Verde; Antonio Balzanella; Fabrizio Maturo; Hamid Tairi; Ali Yahyaouy; Jamal Riffi (J. Classif., 2024)

Weighted binary ELM optimized by the reptile search algorithm, application to credit card fraud detection. - Fatima Zohra El Hlouli; Jamal Riffi; Mohamed Adnane Mahraz; Ali Yahyaouy; Khalid El Fazazy; Hamid Tairi (Multim. Tools Appl., 2024)

Taxonomy of optimization algorithms combined with CNN for optimal placement of virtual machines within physical machines in data centers. - Meryeme El Yadari; Saloua El Motaki; Ali Yahyaouy; Philippe Makany; Khalid El Fazazy; Hamid Gualous; Stéphane Le Masson (Energy Inform., 2024)

Optimizing Hydrogen Refueling Station Recommendations: A Comparative Analysis Between Genetic Algorithm and Particle Swarm Optimization. - Soukayna Abibou; Dounia El Bourakadi; Ali Yahyaouy; Hamid Gualous (SN Comput. Sci., 2024)

Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images. - Jaouad Tagnamas; Hiba Ramadan; Ali Yahyaouy; Hamid Tairi (Vis. Comput. Ind. Biomed. Art, 2024)

Correction: Multi-task approach based on combined CNN-transformer for efficient segmentation and classification of breast tumors in ultrasound images. - Jaouad Tagnamas; Hiba Ramadan; Ali Yahyaouy; Hamid Tairi (Vis. Comput. Ind. Biomed. Art, 2024)

Topological Data Analysis and Graph-Based Learning for Multimodal Recommendation. - Khalil Bachiri; Ali Yahyaouy; Maria Malek; Nicoleta Rogovschi (IEEE Access, 2025)

SCA-InceptionUNeXt: A lightweight Spatial-Channel-Attention-based network for efficient medical image segmentation. - Jaouad Tagnamas; Hiba Ramadan; Ali Yahyaouy; Hamid Tairi (Knowl. Based Syst., 2025)

A Novel session-based recommendation system using capsule graph neural network. - Driss El Alaoui; Jamal Riffi; Abdelouahed Sabri; Badraddine Aghoutane; Ali Yahyaouy; Hamid Tairi (Neural Networks, 2025)

Assessing the impact of ethical aspects of recommendation systems on student trust and engagement in E-learning platforms: A multifaceted investigation. - Hajar Majjate; Youssra Bellarhmouch; Adil Jeghal; Ali Yahyaouy; Hamid Tairi; Khalid Alaoui Zidani (Educ. Inf. Technol., 2025)

MM-HGNN: Multimodal Representation Learning Heterogeneous Graph Neural Network. - Khalil Bachiri; Ali Yahyaouy; Maria Malek; Nicoleta Rogovschi (Int. J. Comput. Intell. Syst., 2025)