| 2025 | KES | A Comprehensive Review of Noise Removal Techniques in ECG Signal Processing. | Wissal Midani, Hela Ltifi, Mounir Ben Ayed |
| 2024 | KES | S2SDeepArr: Sequence To Sequence Deep Learning Architecture for Arrhythmia Detection Under the Inter-patient Paradigm. | Wissal Midani, Wael Ouarda, Hela Ltifi, Mounir Ben Ayed |
| 2023 | CoDIT | A Hybrid Trust Update Solution for Dynamic Social IoT Trust Management Model. | Rim Magdich, Hanen Jemal, Mounir Ben Ayed |
| 2023 | ICCCI | Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. | Wissal Midani, Wael Ouarda, Mounir Ben Ayed |
| 2023 | ICCCI | Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification. | Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed |
| 2023 | ISCC | An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. | Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed |
| 2021 | ICDAR | ASAR 2021 Online Arabic Writer Identification Competition. | Thameur Dhieb, Houcine Boubaker, Sourour Njah, Mounir Ben Ayed, Adel M. Alimi |
| 2021 | ICONIP | Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization. | Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed |
| 2021 | IWCMC | An efficient Trust Related Attack Detection Model based on Machine Learning for Social Internet of Things. | Rim Magdich, Hanen Jemal, Chaima Nakti, Mounir Ben Ayed |
| 2020 | ATSIP | Deep learning for internet of things in fog computing: Survey and Open Issues. | Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed |
| 2019 | AINA | Design of Remote Heart Monitoring System for Cardiac Patients. | Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed |
| 2019 | ICDAR | Deep Bidirectional Long Short-Term Memory for Online Arabic Writer Identification Based on Beta-Elliptic Model. | Thameur Dhieb, Houcine Boubaker, Wael Ouarda, Mounir Ben Ayed, Adel M. Alimi |
| 2019 | ISKE | A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children. | Emna Benmohamed, Hela Ltifi, Mounir Ben Ayed |
| 2018 | AINA | Risk Prediction in Smart Home Care. | Zeineb Fki, Boudour Ammar, Mounir Ben Ayed |
| 2018 | RCIS | Machine learning with Internet of Things data for risk prediction: Application in ESRD. | Zeineb Fki, Boudour Ammar, Mounir Ben Ayed |
| 2017 | ICONIP | Morph-CNN: A Morphological Convolutional Neural Network for Image Classification. | Dorra Mellouli, Tarek M. Hamdani, Mounir Ben Ayed, Adel M. Alimi |
| 2017 | ISDA | Selecting Relevant Educational Attributes for Predicting Students' Academic Performance. | Abir Abid, Ilhem Kallel, Ignacio J. Blanco, Mounir Ben Ayed |
| 2017 | ISKE | Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network. | Saber Amri, Hela Ltifi, Mounir Ben Ayed |
| 2017 | ISKE | Modeling of distributed visual knowledge discovery from data process. | Hamdi Ellouzi, Mounir Ben Ayed, Hela Ltifi |
| 2016 | AICCSA | GENUS: An ETL tool treating the Big Data Variety. | Salwa Souissi, Mounir Ben Ayed |
| 2016 | ATSIP | Visual intelligent remote healthcare monitoring system using multi-agent technology. | Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed |
| 2016 | ISDA | Towards NoSQL Graph Data Warehouse for Big Social Data Analysis. | Hajer Akid, Mounir Ben Ayed |
| 2016 | ISDA | Data Fusion Classification Method Based on Multi Agents System. | Elhoucine Benboussada, Mounir Ben Ayed, Adel M. Alimi |
| 2016 | ISDA | Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data. | Rim Chiha, Mounir Ben Ayed |
| 2016 | ISDA | Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment. | Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi |
| 2016 | ISDA | Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic. | Hanen Jemal, Zied Kechaou, Mounir Ben Ayed |
| 2016 | IVCNZ | A visual modeling of knowledge for decision-making. | Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi |
| 2016 | RCIS | Evolving ontologies using an adaptive multi-agent system based on ontologist-feedback. | Souad Benomrane, Zied Sellami, Mounir Ben Ayed |
| 2015 | AICCSA | New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field. | Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed |
| 2015 | AICCSA | Using Bloom's taxonomy to enhance interactive concentric circles representation. | Emna Ben Mohamed, Hela Ltifi, Mounir Ben Ayed |
| 2015 | HIS | Knowledge Visualization Model for Intelligent Dynamic Decision-Making. | Jihed Elouni, Hela Ltifi, Mounir Ben Ayed |
| 2015 | HIS | Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System. | Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed |
| 2015 | ICAART | An Adaptive Multi-Agent System for Ontology Co-evolution. | Souad Benomrane, Zied Sellami, Mounir Ben Ayed, Adel M. Alimi |
| 2015 | ICCCI | Mobile Cloud Computing in Healthcare System. | Hanen Jemal, Zied Kechaou, Mounir Ben Ayed, Adel M. Alimi |
| 2015 | ISDA | Towards an intelligent evaluation method of medical data visualizations. | Saber Amri, Hela Ltifi, Mounir Ben Ayed |
| 2015 | ISDA | MRI brain tumor classification using Support Vector Machines and meta-heuristic method. | Ahmed Kharrat, Mohamed Ben Halima, Mounir Ben Ayed |
| 2015 | ISTAS | Cloud computing and mobile devices based system for healthcare application. | Hanen Jemal, Zied Kechaou, Mounir Ben Ayed, Adel M. Alimi |
| 2013 | HIS | Using visualization techniques in knowledge discovery process for decision making. | Emna Ben Mohamed, Hela Ltifi, Mounir Ben Ayed |
| 2013 | IDA | Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning. | Ghada Trabelsi, Philippe Leray, Mounir Ben Ayed, Adel M. Alimi |
| 2012 | ICDM | Using Perspective Wall to Visualize Medical Data in the Intensive Care Unit. | Hela Ltifi, Mounir Ben Ayed, Ghada Trabelsi, Adel M. Alimi |
| 2009 | AICCSA | Survey of information visualization techniques for exploitation in KDD. | Hela Ltifi, Mounir Ben Ayed, Adel M. Alimi, Sophie Lepreux |
| 2009 | ISCC | HCI-enriched approach for DSS development: the UP/U approach. | Hela Ltifi, Mounir Ben Ayed, Christophe Kolski, Adel M. Alimi |