Jamal Riffi

62 papers B 1C 2Journal 52Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Learning for IoT Security: Leveraging GNNs and Attention Networks.
J. Netw. Syst. Manag.
Khalid El Azhar, Ghizlane Hnini, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi
2026 J jnl
Multi-Modal 3D Semantic Segmentation With Capsule-Weighted Knowledge Distillation.
IEEE Access
Hafsa Benallal, Nadine Abdallah Saab, Jamal Riffi, Hamid Tairi
2025 J jnl
3D-SELTML: stacking ensemble learning based on transformer meta-learner for 3D brain tumor segmentation.
Clust. Comput.
Ilyasse Aboussaleh, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi
2025 J jnl
A Hybrid Model for Alzheimer's Disease Classification Based on Neural Network Architectures Enhanced by GAN Model.
Int. J. Online Biomed. Eng.
Iliass Zine-dine, Jamal Riffi, Khalid El Fazazy, Ismail El Batteoui, Mohamed Adnane Mahraz, Hamid Tairi
2025 J jnl
A Novel session-based recommendation system using capsule graph neural network.
Neural Networks
Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
2025 J jnl
BERT-GraphSAGE: hybrid approach to spam detection.
J. Big Data
F. Zouak, Omar El Beqqali, Jamal Riffi
2025 J jnl
Comprehensive review of machine learning and deep learning techniques for epileptic seizure detection and prediction based on neuroimaging modalities.
Vis. Comput. Ind. Biomed. Art
Khadija Slama, Ali Yahyaouy, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2025 J jnl
DPCA-GCN: Dual-Path Cross-Attention Graph Convolutional Networks for Skeleton-Based Action Recognition.
Comput.
Khadija Lasri, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi
2025 J jnl
Deep Multi-Component Neural Network Architecture.
Comput.
Chafik Boulealam, Hajar Filali, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2025 J jnl
Deep neural network for detection of fraudulent transaction.
Multim. Tools Appl.
Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2025 J jnl
Feedback-Based Validation Learning.
Comput.
Chafik Boulealam, Hajar Filali, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2025 J jnl
Hybrid attention-inflated 3D architecture for human action recognition.
Multim. Tools Appl.
Khadija Lasri, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi
2025 C conf
Integrating Machine Learning and Evolutionary Algorithms for Optimized Scheduling and Routing in Home Healthcare Logistics.
CoDIT
Zayd Elbassri, Khalil Bouramtane, Said Kharraja, Omar El Beqqali, Jamal Riffi
2025 J jnl
Loss Functions in Deep Learning: A Comprehensive Review.
CoRR
Omar Elharrouss, Yasir Mahmood, Yassine Bechqito, Mohamed Adel Serhani, Elarbi Badidi, Jamal Riffi, Hamid Tairi
2025 J jnl
Malware Detection Using Cuckoo Sandbox Report Features as Human Readable Description and the BERT Model.
IEEE Access
Oussama El Rhayati, Omar El Beqqali, Hamid Tairi, Mohamed Lamrini, Jamal Riffi
2025 J jnl
Meaningful Multimodal Emotion Recognition Based on Capsule Graph Transformer Architecture.
Inf.
Hajar Filali, Chafik Boulealam, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi, Jamal Riffi
2025 J jnl
Multi stage mesh attention UNet architecture for 3D dental segmentation.
Discov. Artif. Intell.
Hamza Mouncif, Amine Kassimi, Thierry Bertin Gardelle, Hamid Tairi, Jamal Riffi
2025 J jnl
Placenta segmentation redefined: review of deep learning integration of magnetic resonance imaging and ultrasound imaging.
Vis. Comput. Ind. Biomed. Art
Asmaa Jittou, Khalid El Fazazy, Jamal Riffi
2025 J jnl
Social recommendation system based on heterogeneous graph attention networks.
Int. J. Data Sci. Anal.
Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
2025 J jnl
Structured Heatmap Learning for Multi-Family Malware Classification: A Deep and Explainable Approach Using CAPEv2.
J. Cybersecur. Priv.
Oussama El Rhayati, Hatim Essadeq, Omar El Beqqali, Hamid Tairi, Mohamed Lamrini, Jamal Riffi
2025 J jnl
U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation.
CoRR
Marwane Kzadri, Franco Alberto Cardillo, Nanée Chahinian, Carole Delenne, Renaud Hostache, Jamal Riffi
2024 J jnl
1D CNNs and face-based random walks: A powerful combination to enhance mesh understanding and 3D semantic segmentation.
Comput. Aided Geom. Des.
Amine Kassimi, Jamal Riffi, Khalid El Fazazy, Thierry Bertin Gardelle, Hamza Mouncif, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2024 J jnl
A Contextual Relationship Model for Deceptive Opinion Spam Detection.
IEEE Trans. Neural Networks Learn. Syst.
Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2024 J jnl
A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.
J. Classif.
Mohammed Sabri, Rosanna Verde, Antonio Balzanella, Fabrizio Maturo, Hamid Tairi, Ali Yahyaouy, Jamal Riffi
2024 J jnl
A comprehensive review of static and dynamic facility layout problems.
Annu. Rev. Control.
Khalil Bouramtane, Said Kharraja, Jamal Riffi, Omar El Beqqali, Abdelahad Chraibi
2024 J jnl
A dynamic fusion of features from deep learning and the HOG-TOP algorithm for facial expression recognition.
Multim. Tools Appl.
Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2024 J jnl
Comparative Study of Filtering Methods for Scientific Research Article Recommendations.
Big Data Cogn. Comput.
Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
2024 J jnl
Contextual Recommendations: Dynamic Graph Attention Networks With Edge Adaptation.
IEEE Access
Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
2024 J jnl
Credit Card Fraud Detection: Addressing Imbalanced Datasets with a Multi-phase Approach.
SN Comput. Sci.
Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2024 J jnl
Diabetic retinopathy prediction based on vision transformer and modified capsule network.
Comput. Biol. Medicine
Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Ali Yahyaouy, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
2024 C conf
Enhancing Emergency Department Efficiency: A Particle Swarm Optimization Approach.
CoDIT
Khalil Bouramtane, Said Kharraja, Jamal Riffi, Omar El Beqqali
2024 J jnl
Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM.
Comput.
Hajar Chouhayebi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi, Nawal Alioua
2024 J jnl
STCPU-Net: advanced U-shaped deep learning architecture based on Swin transformers and capsule neural network for brain tumor segmentation.
Neural Comput. Appl.
Ilyasse Aboussaleh, Jamal Riffi, Khalid El Fazazy, Mohamed Adnane Mahraz, Hamid Tairi
2024 — conf
USMBA-NLP at SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials using Bert.
SemEval@NAACL
Anass Fahfouh, Abdessamad Benlahbib, Jamal Riffi, Hamid Tairi
2024 J jnl
Weighted binary ELM optimized by the reptile search algorithm, application to credit card fraud detection.
Multim. Tools Appl.
Fatima Zohra El Hlouli, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2023 J jnl
Attention Mechanism and Support Vector Machine for Image-Based E-Mail Spam Filtering.
Big Data Cogn. Comput.
Ghizlane Hnini, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2023 J jnl
Detecting Fraudulent Transactions Using Stacked Autoencoder Kernel ELM Optimized by the Dandelion Algorithm.
J. Theor. Appl. Electron. Commer. Res.
Fatima Zohra El Hlouli, Jamal Riffi, Mhamed Sayyouri, Mohamed Adnane Mahraz, Ali Yahyaouy, Khalid El Fazazy, Hamid Tairi
2023 J jnl
Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network.
J. Digit. Imaging
Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
2023 — conf
Intelligent Facility Layout Planning for Emergency Department: A Multi-Agent System and Particle Swarm Optimization Approach.
SITA
Khalil Bouramtane, Said Kharraja, Jamal Riffi, Omar Elbeqqali, Saïd Boujraf
2023 J jnl
MG-CNN: Morphological gradient convolutional neural network for classification of arabic styles.
Signal Image Video Process.
Mouhssine El Atillah, Khalid El Fazazy, Jamal Riffi, Ali Yahyaouy
2022 J jnl
Deep GraphSAGE-based recommendation system: jumping knowledge connections with ordinal aggregation network.
Neural Comput. Appl.
Driss El Alaoui, Jamal Riffi, Abdelouahed Sabri, Badraddine Aghoutane, Ali Yahyaouy, Hamid Tairi
2022 J jnl
Diabetic retinopathy prediction based on deep learning and deformable registration.
Multim. Tools Appl.
Mohammed Oulhadj, Jamal Riffi, Khodriss Chaimae, Mohamed Adnane Mahraz, Bennis Ahmed, Ali Yahyaouy, Chraibi Fouad, Abdellaoui Meriem, Benatiya Andaloussi Idriss, Hamid Tairi
2022 J jnl
Meaningful Learning for Deep Facial Emotional Features.
Neural Process. Lett.
Hajar Filali, Jamal Riffi, Ilyasse Aboussaleh, Mohamed Adnane Mahraz, Hamid Tairi
2022 J jnl
Multimodal Emotional Classification Based on Meaningful Learning.
Big Data Cogn. Comput.
Hajar Filali, Jamal Riffi, Chafik Boulealam, Mohamed Adnane Mahraz, Hamid Tairi
2021 J jnl
Brain Tumor Segmentation Based on Deep Learning's Feature Representation.
J. Imaging
Ilyasse Aboussaleh, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2021 J jnl
Hybrid recommender system for tourism based on big data and AI: A conceptual framework.
Big Data Min. Anal.
Khalid Al Fararni, Fouad Nafis, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, My Abdelouahed Sabri
2021 — conf
Overview of the Main Recommendation Approaches for the Scientific Articles.
CBI
Driss El Alaoui, Jamal Riffi, Badraddine Aghoutane, My Abdelouahed Sabri, Ali Yahyaouy, Hamid Tairi
2021 J jnl
Spam filtering based on PV-DBOW model.
Int. J. Data Anal. Tech. Strateg.
Ghizlane Hnini, Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2021 J jnl
Tourism recommender systems: an overview.
Int. J. Cloud Comput.
Khalid Al Fararni, Badraddine Aghoutane, Ali Yahyaouy, Jamal Riffi, Abdelouahed Sabri
2020 J jnl
A robust system for road sign detection and classification using LeNet architecture based on convolutional neural network.
Soft Comput.
Amal Bouti, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2020 — conf
An Improved Smart Wheat Health Monitor for Smart Farming Application Using Deep Residual Learning Framework.
SoCPaR
Mohammed El Idrissi, Omar Elbeqqali, Jamal Riffi
2020 — conf
Collaborative Filtering: Comparative Study Between Matrix Factorization and Neural Network Method.
NETYS
Driss El Alaoui, Jamal Riffi, Badraddine Aghoutane, My Abdelouahed Sabri, Ali Yahyaouy, Hamid Tairi
2020 J jnl
PV-DAE: A hybrid model for deceptive opinion spam based on neural network architectures.
Expert Syst. Appl.
Anass Fahfouh, Jamal Riffi, Mohamed Adnane Mahraz, Ali Yahyaouy, Hamid Tairi
2019 — conf
From cloud computing to fog computing: two technologies to serve iot-a review-.
ISC2
Mohammed E. L. Idrissi, Omar Elbeqqali, Jamal Riffi
2018 — conf
Comparative Study of Different Association Rule Methods.
CIST
Otmane Stit, Jamal Riffi, Ali Yahyaouy, Hamid Tairi
2018 J jnl
Robust point matching via corresponding circles.
Multim. Tools Appl.
Abderazzak Taime, Jamal Riffi, Abderrahim Saaidi, Khalid Satori
2017 J jnl
An image registration algorithm based on phase correlation and the classical Lucas-Kanade technique.
Signal Image Video Process.
Youssef Douini, Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi
2017 B conf
Head Gesture Recognition Using Optical Flow Based Background Subtraction.
SCA
Soukaina Chraa Mesbahi, Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2015 J jnl
3D extension of the fast and adaptive bidimensional empirical mode decomposition.
Multidimens. Syst. Signal Process.
Jamal Riffi, Mohamed Adnane Mahraz, Abdelghafour Abbad, Hamid Tairi
2015 J jnl
High accuracy optical flow estimation based on PDE decomposition.
Signal Image Video Process.
Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2014 J jnl
Motion estimation using the fast and adaptive bidimensional empirical mode decomposition.
J. Real Time Image Process.
Mohamed Adnane Mahraz, Jamal Riffi, Hamid Tairi
2013 J jnl
Medical image registration based on fast and adaptive bidimensional empirical mode decomposition.
IET Image Process.
Jamal Riffi, Mohamed Adnane Mahraz, Hamid Tairi