Jamal Riffi

According to our database, Jamal Riffi authored at least 41 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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., November, 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., October, 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., July, 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., April, 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., March, 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., January, 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., January, 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

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

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

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

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

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Enhancing Emergency Department Efficiency: A Particle Swarm Optimization Approach.

Khalil Bouramtane, Said Kharraja, Jamal Riffi, Omar El Beqqali

Proceedings of the 10th International Conference on Control, 2024

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, August, 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., July, 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

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

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

Proceedings of the 14th International Conference on Intelligent Systems: Theories and Applications, 2023

2022

Meaningful Learning for Deep Facial Emotional Features.

Hajar Filali, Jamal Riffi, Ilyasse Aboussaleh, Mohamed Adnane Mahraz, Hamid Tairi

Neural Process. Lett., 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

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

Multimodal Emotional Classification Based on Meaningful Learning.

Hajar Filali, Jamal Riffi, Chafik Boulealam, Mohamed Adnane Mahraz, Hamid Tairi

Big Data Cogn. Comput., 2022

2021

Brain Tumor Segmentation Based on Deep Learning's Feature Representation.

Ilyasse Aboussaleh, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi

J. Imaging, 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

Tourism recommender systems: an overview.

Khalid Al Fararni, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, Abdelouahed Sabri

Int. J. Cloud Comput., 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

Overview of the Main Recommendation Approaches for the Scientific Articles.

Driss El Alaoui, Jamal Riffi, Badraddine Aghoutane, My Abdelouahed Sabri, Ali Yahyaouy, Hamid Tairi

Proceedings of the Business Intelligence - 6th International Conference, 2021

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

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

An Improved Smart Wheat Health Monitor for Smart Farming Application Using Deep Residual Learning Framework.

Mohammed El Idrissi, Omar Elbeqqali, Jamal Riffi

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

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

Proceedings of the Networked Systems - 8th International Conference, 2020

2019

From cloud computing to fog computing: two technologies to serve iot-a review-.

Mohammed E. L. Idrissi, Omar Elbeqqali, Jamal Riffi

Proceedings of the 2019 IEEE International Smart Cities Conference, 2019

2018

Robust point matching via corresponding circles.

Abderazzak Taime, Jamal Riffi, Abderrahim Saaidi, Khalid Satori

Multim. Tools Appl., 2018

Comparative Study of Different Association Rule Methods.

Otmane Stit, Jamal Riffi, Ali Yahyaouy, Hamid Tairi

Proceedings of the 5th IEEE International Congress on Information Science and Technology, 2018

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

Head Gesture Recognition Using Optical Flow Based Background Subtraction.

Soukaina Chraa Mesbahi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi

Proceedings of the Innovations in Smart Cities and Applications, 2017

2015

High accuracy optical flow estimation based on PDE decomposition.

Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi

Signal Image Video Process., 2015

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

2014

Motion estimation using the fast and adaptive bidimensional empirical mode decomposition.

Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi

J. Real Time Image Process., 2014

2013

Medical image registration based on fast and adaptive bidimensional empirical mode decomposition.

Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi

IET Image Process., 2013