Medical image registration based on fast and adaptive bidimensional empirical mode decomposition. - Jamal Riffi; Mohamed Adnane Mahraz; Hamid Tairi (IET Image Process., 2013)

Motion estimation using the fast and adaptive bidimensional empirical mode decomposition. - Mohamed Adnane Mahraz; Jamal Riffi; Hamid Tairi (J. Real Time Image Process., 2014)

3D extension of the fast and adaptive bidimensional empirical mode decomposition. - Jamal Riffi; Mohamed Adnane Mahraz; Abdelghafour Abbad; Hamid Tairi (Multidimens. Syst. Signal Process., 2015)

High accuracy optical flow estimation based on PDE decomposition. - Mohamed Adnane Mahraz; Jamal Riffi; Hamid Tairi (Signal Image Video Process., 2015)

Head Gesture Recognition Using Optical Flow Based Background Subtraction. - Soukaina Chraa Mesbahi; Mohamed Adnane Mahraz; Jamal Riffi; Hamid Tairi (SCA, 2017)

An image registration algorithm based on phase correlation and the classical Lucas-Kanade technique. - Youssef Douini; Jamal Riffi; Mohamed Adnane Mahraz; Hamid Tairi (Signal Image Video Process., 2017)

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

Robust point matching via corresponding circles. - Abderazzak Taime; Jamal Riffi; Abderrahim Saaidi; Khalid Satori (Multim. Tools Appl., 2018)

From cloud computing to fog computing: two technologies to serve iot-a review-. - Mohammed E. L. Idrissi; Omar Elbeqqali; Jamal Riffi (ISC2, 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)

An Improved Smart Wheat Health Monitor for Smart Farming Application Using Deep Residual Learning Framework. - Mohammed El Idrissi; Omar Elbeqqali; Jamal Riffi (SoCPaR, 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)

A robust system for road sign detection and classification using LeNet architecture based on convolutional neural network. - Amal Bouti; Mohamed Adnane Mahraz; Jamal Riffi; Hamid Tairi (Soft Comput., 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)

Tourism recommender systems: an overview. - Khalid Al Fararni; Badraddine Aghoutane; Ali Yahyaouy; Jamal Riffi; Abdelouahed Sabri (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)

Brain Tumor Segmentation Based on Deep Learning's Feature Representation. - Ilyasse Aboussaleh; Jamal Riffi; Mohamed Adnane Mahraz; Hamid Tairi (J. Imaging, 2021)

Multimodal Emotional Classification Based on Meaningful Learning. - Hajar Filali; Jamal Riffi; Chafik Boulealam; Mohamed Adnane Mahraz; Hamid Tairi (Big Data Cogn. Comput., 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)

Meaningful Learning for Deep Facial Emotional Features. - Hajar Filali; Jamal Riffi; Ilyasse Aboussaleh; Mohamed Adnane Mahraz; Hamid Tairi (Neural Process. Lett., 2022)

Intelligent Facility Layout Planning for Emergency Department: A Multi-Agent System and Particle Swarm Optimization Approach. - Khalil Bouramtane; Said Kharraja; Jamal Riffi; Omar Elbeqqali; Saïd Boujraf (SITA, 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)

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)

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)

Enhancing Emergency Department Efficiency: A Particle Swarm Optimization Approach. - Khalil Bouramtane; Said Kharraja; Jamal Riffi; Omar El Beqqali (CoDIT, 2024)

USMBA-NLP at SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials using Bert. - Anass Fahfouh; Abdessamad Benlahbib; Jamal Riffi; Hamid Tairi (SemEval@NAACL, 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)

A comprehensive review of static and dynamic facility layout problems. - Khalil Bouramtane; Said Kharraja; Jamal Riffi; Omar El Beqqali; Abdelahad Chraibi (Annu. Rev. Control., 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)

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 dynamic fusion of features from deep learning and the HOG-TOP algorithm for facial expression recognition. - Hajar Chouhayebi; Mohamed Adnane Mahraz; Jamal Riffi; Hamid Tairi (Multim. Tools Appl., 2024)

Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM. - Hajar Chouhayebi; Mohamed Adnane Mahraz; Jamal Riffi; Hamid Tairi; Nawal Alioua (Comput., 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)

STCPU-Net: advanced U-shaped deep learning architecture based on Swin transformers and capsule neural network for brain tumor segmentation. - Ilyasse Aboussaleh; Jamal Riffi; Khalid El Fazazy; Mohamed Adnane Mahraz; Hamid Tairi (Neural Comput. Appl., 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)

A Hybrid Model for Alzheimer's Disease Classification Based on Neural Network Architectures Enhanced by GAN Model. - Iliass Zine-dine; Jamal Riffi; Khalid El Fazazy; Ismail El Batteoui; Mohamed Adnane Mahraz; Hamid Tairi (Int. J. Online Biomed. Eng., 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)

Loss Functions in Deep Learning: A Comprehensive Review. - Omar Elharrouss; Yasir Mahmood 004; Yassine Bechqito; Mohamed Adel Serhani; Elarbi Badidi; Jamal Riffi; Hamid Tairi (CoRR, 2025)

U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation. - Marwane Kzadri; Franco Alberto Cardillo; Nanée Chahinian; Carole Delenne; Renaud Hostache; Jamal Riffi (CoRR, 2025)

3D-SELTML: stacking ensemble learning based on transformer meta-learner for 3D brain tumor segmentation. - Ilyasse Aboussaleh; Jamal Riffi; Khalid El Fazazy; Mohamed Adnane Mahraz; Hamid Tairi (Clust. Comput., 2025)

BERT-GraphSAGE: hybrid approach to spam detection. - F. Zouak; Omar El Beqqali; Jamal Riffi (J. Big Data, 2025)

Placenta segmentation redefined: review of deep learning integration of magnetic resonance imaging and ultrasound imaging. - Asmaa Jittou; Khalid El Fazazy; Jamal Riffi (Vis. Comput. Ind. Biomed. Art, 2025)