Extrusion and revolution mapping. - Akram Halli; Abderrahim Saaidi; Khalid Satori; Hamid Tairi (ACM Trans. Graph., 2010)

An Improved Images Watermarking Scheme Using FABEMD Decomposition and DCT. - Noura Aherrahrou; Hamid Tairi (ICISP, 2012)

Robust digital image watermarking based on joint FABEMD-DCT. - Noura Aherrahrou; Hamid Tairi (ICMCS, 2012)

A new robust watermarking scheme based on PDE decomposition. - Noura Aherrahrou; Hamid Tairi (AICCSA, 2013)

Motion detection and tracking using space-time interest points. - Insaf Bellamine; Hamid Tairi (AICCSA, 2013)

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

Off-line recognition handwriting Arabic words using combination of multiple classifiers. - Ahlam Maqqor; Akram Halli; Khalid Satori; Hamid Tairi (CIST, 2014)

FABEMD Based Image Watermarking in Wavelet Domain. - Noura Aherrahrou; Hamid Tairi (ICISP, 2014)

Using HMM Toolkit (HTK) for recognition of arabic manuscripts characters. - Ahlam Maqqor; Akram Halli; Khalid Satori; Hamid Tairi (ICMCS, 2014)

Motion Detection using the Space-Time Interest Points. - Insaf Bellamine; Hamid Tairi (J. Comput. Sci., 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)

Moving objects detection based on thresholding operations for video surveillance systems. - Omar Elharrouss; Driss Moujahid; Soukaina Elidrissi Elkaitouni; Hamid Tairi (AICCSA, 2015)

Collaborative Xmeans-EM clustering for automatic detection and segmentation of moving objects in video. - Hiba Ramadan; Hamid Tairi (AICCSA, 2015)

Affine Reconstruction based on the Projective Reconstruction and Homography at Infinity. - Boutaina Satouri; C. Bekkali; Khalid Satori; Abdellatif El Abderrahmani; Hamid Tairi (AICCSA, 2015)

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)

Spatial image polynomial decomposition with application to video classification. - Redouane El Moubtahij; Bertrand Augereau; Hamid Tairi; Christine Fernandez-Maloigne (J. Electronic Imaging, 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)

Optical flow estimation based on the structure-texture image decomposition. - Insaf Bellamine; Hamid Tairi (Signal Image Video Process., 2015)

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

Moving object segmentation in video using spatiotemporal saliency and laplacian coordinates. - Hiba Ramadan; Hamid Tairi (AICCSA, 2016)

Politic of security, privacy and transparency in human learning systems. - Adil Jeghal; Lahcen Oughdir; Hamid Tairi (Educ. Inf. Technol., 2016)

Motion estimation using the total variation-local-global optical flow and the structure-texture image decomposition. - Insaf Bellamine; Hamid Tairi (Int. J. Comput. Appl. Technol., 2016)

Approach for using Learner Satisfaction to Evaluate the Learning Adaptation Policy. - Adil Jeghal; Lahcen Oughdir; Hamid Tairi; Abdelhay Radouane (Int. J. Distance Educ. Technol., 2016)

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)

Moving object detection using a background modeling based on entropy theory and quad-tree decomposition. - Omar Elharrouss; Driss Moujahid; Samah Elkah; Hamid Tairi (J. Electronic Imaging, 2016)

Robust segmentation of moving objects in video based on spatiotemporal visual saliency and active contour model. - Hiba Ramadan; Hamid Tairi (J. Electronic Imaging, 2016)

The efficiency of PDE decomposition in images watermarking. - Noura Aherrahrou; Hamid Tairi (Multim. Tools Appl., 2016)

An efficient post-processing approach for dimensionality reduction methods for face recognition. - Abdelghafour Abbad; Khalid Abbad; Hamid Tairi (ATSIP, 2017)

Tumor extraction and elimination of pectoral muscle based on hidden Markov and region growing: Applied based MIAS. - Soukaina El Idrissi El Kaitouni; Abdelghafour Abbad; Hamid Tairi (ATSIP, 2017)

Visual tracking of a moving object via the soft cosine measure. - Driss Moujahid; Omar Elharrouss; Hamid Tairi (ATSIP, 2017)

Approach for tracking human being in surveillance videos. - Wafae Mrabti; Driss Moujahid; Benaissa Bellach; Hamid Tairi (ATSIP, 2017)

Boundary connectedness based video cut for moving object segmentation. - Hiba Ramadan; Hamid Tairi (ATSIP, 2017)

Human Fall Detection Using Von Mises Distribution and Motion Vectors of Interest Points. - Abdessamad Youssfi Alaoui; Azeddine Elhassouny; Rachid Oulad Haj Thami; Hamid Tairi (BDCA, 2017)

Visual object tracking based on disc-harmonic moments features invariants (Withdrawal Notice). - Driss Moujahid; Omar Elharrouss; Hamid Tairi (QCAV, 2017)

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

Automatic detection of the tumour on mammogram images based on hidden Markov and active contour with quasi-automatic initialisation. - Soukaina El Idrissi El Kaitouni; Abdelghafour Abbad; Hamid Tairi (Int. J. Medical Eng. Informatics, 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)

Predicting Learning Tracking: A comparative study. - Wafae Mrabti; Kaoutar Baibai; Benaissa Bellach; Rachid Oulad Haj Thami; Hamid Tairi (ISIVC, 2018)

3D face recognition in the presence of facial expressions based on empirical mode decomposition. - Abdelghafour Abbad; Khalid Abbad; Hamid Tairi (MedPRAI, 2018)

3D face recognition: Multi-scale strategy based on geometric and local descriptors. - Abdelghafour Abbad; Khalid Abbad; Hamid Tairi (Comput. Electr. Eng., 2018)

Pattern mining-based video saliency detection: Application to moving object segmentation. - Hiba Ramadan; Hamid Tairi (Comput. Electr. Eng., 2018)

Moving object detection zone using a block-based background model. - Omar Elharrouss; Abdelghafour Abbad; Driss Moujahid; Hamid Tairi (IET Comput. Vis., 2018)

Boundary connectedness-based salient video object segmentation. - Hiba Ramadan; Hamid Tairi (J. Electronic Imaging, 2018)

A breast tumors segmentation and elimination of pectoral muscle based on hidden markov and region growing. - Soukaina El Idrissi El Kaitouni; Abdelghafour Abbad; Hamid Tairi (Multim. Tools Appl., 2018)

Visual object tracking via the local soft cosine similarity. - Driss Moujahid; Omar Elharrouss; Hamid Tairi (Pattern Recognit. Lett., 2018)

A new image watermarking technique based on periodic plus smooth decomposition (PPSD). - Noura Aherrahrou; Hamid Tairi (Soft Comput., 2018)

Application of MEEMD in post-processing of dimensionality reduction methods for face recognition. - Abdelghafour Abbad; Omar Elharrouss; Khalid Abbad; Hamid Tairi (IET Biom., 2019)

Medical image watermarking technique based on polynomial decomposition. - Fadoua Sabbane; Hamid Tairi (Multim. Tools Appl., 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)

Saliency-guided automatic detection and segmentation of tumor in breast ultrasound images. - Hiba Ramadan; Chaymae Lachqar; Hamid Tairi (Biomed. Signal Process. Control., 2020)

A survey of recent interactive image segmentation methods. - Hiba Ramadan; Chaymae Lachqar; Hamid Tairi (Comput. Vis. Media, 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)

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)

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)

Image Generation: A Review. - Mohamed Elasri; Omar Elharrouss; Somaya Al-Máadeed; Hamid Tairi (Neural Process. Lett., 2022)

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

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)

A proposed architectural learner model for a personalized learning environment. - Youssra Bellarhmouch; Adil Jeghal; Hamid Tairi; Nadia Benjelloun (Educ. Inf. Technol., 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 novel cancelable finger vein templates based on LDM and RetinexGan. - Noura Aherrahrou; Hamid Tairi (Pattern Recognit., 2023)

Watermarking approach based on Hermite transform and a sliding window algorithm. - Fadoua Sabbane; Hamid Tairi (Multim. Tools Appl., 2023)

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

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)

Genomic privacy preservation in genome-wide association studies: taxonomy, limitations, challenges, and vision. - Noura Aherrahrou; Hamid Tairi; Zouhair Aherrahrou (Briefings Bioinform., 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)

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)

Efficient 3D face recognition using multi-scale strategy and grid-based modeling. - Abdelghafour Abbad; Ait Mouhou Abderrazzak; Khalid Abbad; Hamid Tairi (J. Electronic Imaging, 2024)

3D face recognition using image decomposition and POEM descriptor. - Abdelghafour Abbad; Soukaina El Idrissi El Kaitouni; Adil Benhdech; Khalid Abbad; Hamid Tairi (Signal Image Video Process., 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)

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)

LAVID: A Lightweight and Autonomous Smart Camera System for Urban Violence Detection and Geolocation. - Mohammed Azzakhnini; Houda Saidi; Ahmed Azough; Hamid Tairi; Hassan Qjidaa (Comput., 2025)

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)

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)

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)

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)