| 2025 | ACIIDS | Hierarchical Attention for Violence Detection. | Rahma Ghorbel, Hanen Ameur, Yassine Ben Ayed |
| 2025 | ACIIDS | Unveiling Parkinson's Disease Severity Using EEG-Driven Deep CNN Model. | Fatma Salah, Amira Echtioui, Yassine Ben Ayed |
| 2025 | AINA | Optimized Hybrid Deep Learning Model for Accurate Classification of Alzheimer's Stages. | Maysam Chaari, Yassine Ben Ayed |
| 2025 | AINA | MLP-Mixer for Automatic Detection of Parkinson's Disease from Speech. | Rania Khaskhoussy, Yassine Ben Ayed |
| 2025 | ITS | Person Identification with Arrhythmic and Normal ECG Signals Using Hybrid Machine Learning and Deep Learning Models. | Sihem Hamza, Yassine Ben Ayed |
| 2025 | KES | A New Attention-based Architecture for Robust Face-Age Recognition. | Amal Abbes, Yassine Ben Ayed |
| 2025 | KES | Cross-Attention-Enhanced Multimodal Fake News Detection using Autoencoder-based Fusion and Transformer-based models. | Rahma Ghorbel, Hanen Ameur, Yassine Ben Ayed |
| 2025 | KES | Efficient Deep Learning Model for Heart Disease Classification. | Hend Karoui, Sihem Hamza, Yassine Ben Ayed |
| 2024 | ATSIP | Performance Analysis of Parkinson Detection Techniques. | Donia Ammous, Hajer Bouzayen, Yassine Ben Ayed |
| 2024 | ICCCI | Multi-method Analysis for Early Diagnosis of Alzheimer's Disease on Magnetic Resonance Imaging (MRI) Using Deep Learning and Hybrid Methods. | Dhouha Guesmi, Hasna Njah, Yassine Ben Ayed |
| 2024 | ICCCI | Deep Learning for Cardiac Diseases Classification. | Hend Karoui, Sihem Hamza, Yassine Ben Ayed |
| 2023 | CW | Improving Speech Emotion Recognition Using Data Augmentation and Balancing Techniques. | Chawki Barhoumi, Yassine Ben Ayed |
| 2023 | HIS | A New Deep Learning Method for Delineating Early Gastrointestinal Cancer. | Intissar Dhrari Hajsalem, Amal Abbes, Yassine Ben Ayed |
| 2023 | ICCCI | Unlocking the Potential of Deep Learning and Filter Gabor for Facial Emotion Recognition. | Chawki Barhoumi, Yassine Ben Ayed |
| 2023 | ICCCI | Recognition of Alzheimer's Disease Based on Transfer Learning Approach Using Brain MR Images with Regularization. | Dhouha Guesmi, Fatma Salah, Yassine Ben Ayed |
| 2023 | ICCCI | A Convolutional Recurrent Neural Network Model for Classification of Parkinson's Disease from Resting State Multi-channel EEG Signals. | Fatma Salah, Dhouha Guesmi, Yassine Ben Ayed |
| 2022 | ADMA | A Deep Convolutional Autoencoder-Based Approach for Parkinson's Disease Diagnosis Through Speech Signals. | Rania Khaskhoussy, Yassine Ben Ayed |
| 2022 | HIS | Detection of Heart Diseases Using CNN-LSTM. | Hend Karoui, Sihem Hamza, Yassine Ben Ayed |
| 2021 | ICMV | An I-vector-based approach for discriminating between patients with Parkinson's disease and healthy people. | Rania Khaskhoussy, Yassine Ben Ayed |
| 2021 | ISDA | Age Estimation and Gender Recognition Using Biometric Modality. | Amal Abbes, Randa Boukhris Trabelsi, Yassine Ben Ayed |
| 2021 | ISDA | Recognition of Person Using ECG Signals Based on Single Heartbeat. | Sihem Hamza, Yassine Ben Ayed |
| 2021 | KSEM | Detecting Parkinson's Disease According to Gender Using Speech Signals. | Rania Khaskhoussy, Yassine Ben Ayed |
| 2021 | RCIS | A Language-Based Approach for Predicting Alzheimer Disease Severity. | Randa Ben Ammar, Yassine Ben Ayed |
| 2020 | ATSIP | Speech spoofing detection using SVM and ELM technique with acoustic features. | Raoudha Rahmeni, Anis Ben Aicha, Yassine Ben Ayed |
| 2020 | ICMV | Multimodal features for shots boundary detection. | Mohamed Bouyahi, Yassine Ben Ayed |
| 2020 | ICMV | Abstractive meeting summarization based on an attentional neural model. | Nouha Dammak, Yassine Ben Ayed |
| 2020 | KES | Bimodal person recognition using dorsal-vein and finger-vein images. | Amal Abbes, Randa Boukhris Trabelsi, Yassine Ben Ayed |
| 2020 | KES | Language-related features for early detection of Alzheimer Disease. | Randa Ben Ammar, Yassine Ben Ayed |
| 2020 | KES | Speech Emotion Recognition with deep learning. | Hadhami Aouani, Yassine Ben Ayed |
| 2020 | KES | Video Scenes Segmentation Based on Multimodal Genre Prediction. | Mohamed Bouyahi, Yassine Ben Ayed |
| 2020 | KES | Svm for human identification using the ECG signal. | Sihem Hamza, Yassine Ben Ayed |
| 2020 | KES | Acoustic features exploration and examination for voice spoofing counter measures with boosting machine learning techniques. | Raoudha Rahmeni, Anis Ben Aicha, Yassine Ben Ayed |
| 2019 | HIS | ADAL System: Aspect Detection for Arabic Language. | Sana Trigui, Ines Boujelben, Salma Jamoussi, Yassine Ben Ayed |
| 2019 | ISDA | Evaluation of Acoustic Features for Early Diagnosis of Alzheimer Disease. | Randa Ben Ammar, Yassine Ben Ayed |
| 2019 | ISDA | Deep Support Vector Machines for Speech Emotion Recognition. | Hadhami Aouani, Yassine Ben Ayed |
| 2019 | ISDA | Histogram Based Method for Unsupervised Meeting Speech Summarization. | Nouha Dammak, Yassine Ben Ayed |
| 2019 | ISDA | Biometric Individual Identification System Based on the ECG Signal. | Sihem Hamza, Yassine Ben Ayed |
| 2019 | ISDA | Automatic Detection of Parkinson's Disease from Speech Using Acoustic, Prosodic and Phonetic Features. | Rania Khaskhoussy, Yassine Ben Ayed |
| 2019 | KES | Speech spoofing countermeasures based on source voice analysis and machine learning techniques. | Raoudha Rahmeni, Anis Ben Aicha, Yassine Ben Ayed |
| 2018 | AICCSA | Speech Processing for Early Alzheimer Disease Diagnosis: Machine Learning Based Approach. | Randa Ben Ammar, Yassine Ben Ayed |
| 2018 | ATSIP | Emotion recognition in speech using MFCC with SVM, DSVM and auto-encoder. | Hadhami Aouani, Yassine Ben Ayed |
| 2018 | KES | A novel keyword rescoring method for improved spoken keyword spotting. | Ilyes Rebai, Yassine Ben Ayed, Walid Mahdi |
| 2017 | AICCSA | Improving of Open-Set Language Identification by Using Deep SVM and Thresholding Functions. | Ilyes Rebai, Yassine Ben Ayed, Walid Mahdi |
| 2017 | ICMV | Hierarchical vs non-hierarchical audio indexation and classification for video genres. | Nouha Dammak, Yassine Ben Ayed |
| 2016 | IJCNN | Deep kernel-SVM network. | Ilyes Rebai, Yassine Ben Ayed, Walid Mahdi |
| 2015 | AICCSA | Deep architecture using Multi-Kernel Learning and multi-classifier methods. | Ilyes Rebai, Yassine Ben Ayed, Walid Mahdi |
| 2015 | KES | Graphical Models for Multi-dialect Arabic Isolated Words Recognition. | Elyes Zarrouk, Yassine Ben Ayed, Faez Gargouri |
| 2014 | ATSIP | Video genre categorization using Support Vector Machines. | Nouha Dammak, Yassine Ben Ayed |
| 2014 | ATSIP | Statistical parametric speech synthesis for Arabic language using ANN. | Ilyes Rebai, Yassine Ben Ayed |
| 2014 | PRICAI | A Multi-objective Genetic Algorithm for Model Selection for Support Vector Machines. | Amal Bouraoui, Yassine Ben Ayed, Salma Jamoussi |