Convergence possible des processus du data mining et de conception-évaluation d'IHM: adaptation du modèle en U. - Mohammed Ali Lajnef; Mounir Ben Ayed; Christophe Kolski (IHM, 2005)

Survey of information visualization techniques for exploitation in KDD. - Hela Ltifi; Mounir Ben Ayed; Adel M. Alimi; Sophie Lepreux (AICCSA, 2009)

HCI-enriched approach for DSS development: the UP/U approach. - Hela Ltifi; Mounir Ben Ayed; Christophe Kolski; Adel M. Alimi (ISCC, 2009)

Système d'extraction des connaissances à partir des données temporelles basé sur les Réseaux Bayésiens Dynamiques. - Ghada Trabelsi; Mounir Ben Ayed; Adel M. Alimi (EGC, 2010)

Human-centred design approach applied to medical dynamic DSS. - Hela Ltifi; Christophe Kolski; Mounir Ben Ayed; Adel M. Alimi (IFAC HMS, 2010)

A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain. - Mounir Ben Ayed; Hela Ltifi; Christophe Kolski; Adel M. Alimi (Decis. Support Syst., 2010)

Using Perspective Wall to Visualize Medical Data in the Intensive Care Unit. - Hela Ltifi; Mounir Ben Ayed; Ghada Trabelsi; Adel M. Alimi (ICDM Workshops, 2012)

Dynamic Decision Support System Based on Bayesian Networks Application to fight against the Nosocomial Infections - Hela Ltifi; Ghada Trabelsi; Mounir Ben Ayed; Adel M. Alimi (CoRR, 2012)

Perspective Wall Technique for Visualizing and Interpreting Medical Data. - Hela Ltifi; Mounir Ben Ayed; Ghada Trabelsi; Adel M. Alimi (Int. J. Knowl. Discov. Bioinform., 2012)

Using visualization techniques in knowledge discovery process for decision making. - Emna Ben Mohamed; Hela Ltifi; Mounir Ben Ayed (HIS, 2013)

Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning. - Ghada Trabelsi; Philippe Leray 001; Mounir Ben Ayed; Adel M. Alimi (IDA, 2013)

A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases. - Hela Ltifi; Christophe Kolski; Mounir Ben Ayed; Adel M. Alimi (J. Decis. Syst., 2013)

Towards a dynamic knowledge base based on ontology for clinical decision support system. - Souad Benomrane; Mounir Ben Ayed (SoCPaR, 2014)

Swarm intelligence and multi agent system in healthcare. - Hanen Jemal; Zied Kechaou; Mounir Ben Ayed (SoCPaR, 2014)

Using dynamic Bayesian networks for the prediction of mental deficiency in children with down syndrome. - Houssem Turki; Mounir Ben Ayed; Adel M. Alimi (SoCPaR, 2014)

A survey of data warehouse security. - Emna Guermazi 001; Mounir Ben Ayed; Hanêne Ben-Abdallah (Ingénierie des Systèmes d Inf., 2014)

Adaptive security for Cloud data warehouse as a service. - Emna Guermazi 001; Mounir Ben Ayed; Hanêne Ben-Abdallah (ICIS, 2015)

Modeling a secure cloud data warehouse with SoaML. - Emna Guermazi 001; Hanêne Ben-Abdallah; Mounir Ben Ayed (IAS, 2015)

New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field. - Hamdi Ellouzi; Hela Ltifi; Mounir Ben Ayed (AICCSA, 2015)

Using Bloom's taxonomy to enhance interactive concentric circles representation. - Emna Ben Mohamed; Hela Ltifi; Mounir Ben Ayed (AICCSA, 2015)

Knowledge Visualization Model for Intelligent Dynamic Decision-Making. - Jihed Elouni; Hela Ltifi; Mounir Ben Ayed (HIS, 2015)

Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System. - Afef Ben Jemmaa; Hela Ltifi; Mounir Ben Ayed (HIS, 2015)

An Adaptive Multi-Agent System for Ontology Co-evolution. - Souad Benomrane; Zied Sellami; Mounir Ben Ayed; Adel M. Alimi (ICAART (1), 2015)

Mobile Cloud Computing in Healthcare System. - Hanen Jemal; Zied Kechaou; Mounir Ben Ayed; Adel M. Alimi (ICCCI (2), 2015)

Towards an intelligent evaluation method of medical data visualizations. - Saber Amri; Hela Ltifi; Mounir Ben Ayed (ISDA, 2015)

MRI brain tumor classification using Support Vector Machines and meta-heuristic method. - Ahmed Kharrat; Mohamed Ben Halima; Mounir Ben Ayed (ISDA, 2015)

Cloud computing and mobile devices based system for healthcare application. - Hanen Jemal; Zied Kechaou; Mounir Ben Ayed; Adel M. Alimi (ISTAS, 2015)

Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations. - Hela Ltifi; Christophe Kolski; Mounir Ben Ayed (Decis. Support Syst., 2015)

GENUS: An ETL tool treating the Big Data Variety. - Salwa Souissi; Mounir Ben Ayed (AICCSA, 2016)

Visual intelligent remote healthcare monitoring system using multi-agent technology. - Afef Ben Jemmaa; Hela Ltifi; Mounir Ben Ayed (ATSIP, 2016)

Towards NoSQL Graph Data Warehouse for Big Social Data Analysis. - Hajer Akid; Mounir Ben Ayed (ISDA, 2016)

Data Fusion Classification Method Based on Multi Agents System. - Elhoucine Benboussada; Mounir Ben Ayed; Adel M. Alimi (ISDA, 2016)

Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data. - Rim Chiha; Mounir Ben Ayed (ISDA, 2016)

Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment. - Jihed Elouni; Hela Ltifi; Mounir Ben Ayed; Mohamed Masmoudi (ISDA, 2016)

Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic. - Hanen Jemal; Zied Kechaou; Mounir Ben Ayed (ISDA, 2016)

Teamwork construction in E-learning system: A systematic literature review. - Abir Abid; Ilhem Kallel; Mounir Ben Ayed (ITHET, 2016)

A visual modeling of knowledge for decision-making. - Jihed Elouni; Hela Ltifi; Mounir Ben Ayed; Mohamed Masmoudi (IVCNZ, 2016)

Evolving ontologies using an adaptive multi-agent system based on ontologist-feedback. - Souad Benomrane; Zied Sellami; Mounir Ben Ayed (RCIS, 2016)

An ontologist feedback driven ontology evolution with an adaptive multi-agent system. - Souad Benomrane; Zied Sellami; Mounir Ben Ayed (Adv. Eng. Informatics, 2016)

Interactive visual knowledge discovery from data-based temporal decision support system. - Hela Ltifi; Emna Ben Mohamed; Mounir Ben Ayed (Inf. Vis., 2016)

A quality model for the evaluation of decision support systems based on a knowledge discovery from data process. - Emna Ben Ayed; Mounir Ben Ayed (J. Decis. Syst., 2016)

Enhanced visual data mining process for dynamic decision-making. - Hela Ltifi; Emna Benmohamed; Christophe Kolski; Mounir Ben Ayed (Knowl. Based Syst., 2016)

An enhanced healthcare system in mobile cloud computing environment. - Hanen Jemal; Zied Kechaou; Mounir Ben Ayed (Vietnam. J. Comput. Sci., 2016)

Visual Intelligent Decision Support Systems in the Medical Field: Design and Evaluation. - Hela Ltifi; Mounir Ben Ayed (Machine Learning for Health Informatics, 2016)

A Meta-model for Run Time Adaptation in a UI-DSPL process. - Thouraya Sboui; Mounir Ben Ayed; Adel M. Alimi (BCS HCI, 2017)

Hierarchical interval type-2 beta fuzzy knowledge representation system for path preference planning. - Mariam Zouari; Nesrine Baklouti; Habib M. Kammoun; Javier J. Sánchez Medina; Mounir Ben Ayed; Adel M. Alimi (FUZZ-IEEE, 2017)

Morph-CNN: A Morphological Convolutional Neural Network for Image Classification. - Dorra Mellouli; Tarek M. Hamdani; Mounir Ben Ayed; Adel M. Alimi (ICONIP (2), 2017)

Selecting Relevant Educational Attributes for Predicting Students' Academic Performance. - Abir Abid; Ilhem Kallel; Ignacio J. Blanco; Mounir Ben Ayed (ISDA, 2017)

Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network. - Saber Amri; Hela Ltifi; Mounir Ben Ayed (ISKE, 2017)

Modeling of distributed visual knowledge discovery from data process. - Hamdi Ellouzi; Mounir Ben Ayed; Hela Ltifi (ISKE, 2017)

Enhanced Decision Support Systems in Intensive Care Unit Based on Intuitionistic Fuzzy Sets. - Hanen Jemal; Zied Kechaou; Mounir Ben Ayed (Adv. Fuzzy Syst., 2017)

Multi-agent modelling of decision support systems based on visual data mining. - Hamdi Ellouzi; Hela Ltifi; Mounir Ben Ayed (Multiagent Grid Syst., 2017)

Addressing Context-Awareness in User Interface Software Product Lines (UI-SPL) Approaches. - Thouraya Sboui; Mounir Ben Ayed; Adel M. Alimi (Human Centered Software Product Lines, 2017)

Risk Prediction in Smart Home Care. - Zeineb Fki; Boudour Ammar; Mounir Ben Ayed (AINA, 2018)

Machine learning with Internet of Things data for risk prediction: Application in ESRD. - Zeineb Fki; Boudour Ammar; Mounir Ben Ayed (RCIS, 2018)

A UI-DSPL Approach for the Development of Context-Adaptable User Interfaces. - Thouraya Sboui; Mounir Ben Ayed; Adel M. Alimi (IEEE Access, 2018)

An Online Writer Identification System based on Beta-Elliptic Model and Fuzzy Elementary Perceptual Codes. - Thameur Dhieb; Sourour Njah; Houcine Boubaker; Wael Ouarda; Mounir Ben Ayed; Adel M. Alimi (CoRR, 2018)

An Evolutionary Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (EHIT2FKRS) for Travel Route Assignment. - Mariam Zouari; Nesrine Baklouti; Javier J. Sánchez Medina; Mounir Ben Ayed; Adel M. Alimi (CoRR, 2018)

Interval type-2 Beta Fuzzy Near set based approach to content based image retrieval. - Yosr Ghozzi; Nesrine Baklouti; Hani Hagras; Mounir Ben Ayed; Adel M. Alimi (CoRR, 2018)

Fuzzy logic-based evaluation of visualizations generated by intelligent decision support systems. - Hela Ltifi; Saber Amri; Mounir Ben Ayed (Inf. Vis., 2018)

Design of Remote Heart Monitoring System for Cardiac Patients. - Afef Ben Jemmaa; Hela Ltifi; Mounir Ben Ayed (AINA, 2019)

Supervised Machine Learning Approach for Subjectivity/Objectivity Classification of Social Data. - Rim Chiha; Mounir Ben Ayed (EMCIS, 2019)

Trust Management Model Based on Mutual Evaluation Method for the Social Internet of Things. - Rim Magdich; Hanen Jemal; Mounir Ben Ayed (EMCIS, 2019)

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 (ASAR@ICDAR, 2019)

A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children. - Emna Benmohamed; Hela Ltifi; Mounir Ben Ayed (ISKE, 2019)

A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System. - Saber Amri; Hela Ltifi; Mounir Ben Ayed (Comput. J., 2019)

Information and communication technologies for the improvement of the irrigation scheduling. - Mohamed Ali Fourati; Walid Chebbi; Mounir Ben Ayed; Anas Kamoun (Int. J. Sens. Networks, 2019)

Multi-agent based intuitionistic fuzzy logic healthcare decision support system. - Hanen Jemal; Zied Kechaou; Mounir Ben Ayed (J. Intell. Fuzzy Syst., 2019)

Morphological Convolutional Neural Network Architecture for Digit Recognition. - Dorra Mellouli; Tarek M. Hamdani; Javier J. Sánchez Medina; Mounir Ben Ayed; Adel M. Alimi (IEEE Trans. Neural Networks Learn. Syst., 2019)

Deep learning for internet of things in fog computing: Survey and Open Issues. - Jihene Tmamna; Emna Ben Ayed; Mounir Ben Ayed (ATSIP, 2020)

Towards a novel biometric system for forensic document examination. - Thameur Dhieb; Sourour Njah; Houcine Boubaker; Wael Ouarda; Mounir Ben Ayed; Adel M. Alimi (Comput. Secur., 2020)

Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges. - Hela Ltifi; Christophe Kolski; Mounir Ben Ayed (Comput. Sci. Rev., 2020)

Adapted Visual Analytics Process for Intelligent Decision-Making: Application in a Medical Context. - Hela Ltifi; Emna Benmohamed; Christophe Kolski; Mounir Ben Ayed (Int. J. Inf. Technol. Decis. Mak., 2020)

Intelligent health monitoring system modeling based on machine learning and agent technology. - Jihed Elouni; Hamdi Ellouzi; Hela Ltifi; Mounir Ben Ayed (Multiagent Grid Syst., 2020)

A Multi-Agent system for road traffic decision making based on Hierarchical Interval Type-2 Fuzzy Knowledge Representation System. - Mariam Zouari; Nesrine Baklouti; Habib M. Kammoun; Mounir Ben Ayed; Adel M. Alimi; Javier J. Sánchez Medina (FUZZ-IEEE, 2021)

ASAR 2021 Online Arabic Writer Identification Competition. - Thameur Dhieb; Houcine Boubaker; Sourour Njah; Mounir Ben Ayed; Adel M. Alimi (ICDAR Workshops (1), 2021)

Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization. - Jihene Tmamna; Emna Ben Ayed; Mounir Ben Ayed (ICONIP (6), 2021)

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 (IWCMC, 2021)

Optimization of Residual Convolutional Neural Network for Electrocardiogram Classification. - Zeineb Fki; Boudour Ammar; Mounir Ben Ayed (CoRR, 2021)

A New Neural Networks-Based Integrated Model for Aspect Extraction and Sentiment Classification. - Rim Chiha; Mounir Ben Ayed; Célia da Costa Pereira (Int. J. Multim. Data Eng. Manag., 2021)

Deep bidirectional long short-term memory for online multilingual writer identification based on an extended Beta-elliptic model and fuzzy elementary perceptual codes. - Thameur Dhieb; Houcine Boubaker; Wael Ouarda; Sourour Njah; Mounir Ben Ayed; Adel M. Alimi (Multim. Tools Appl., 2021)

Apprentissage automatique basé sur l'agrégation pour la prédiction de liens dans les réseaux d'interactions protéine-protéine. - Hajer Akid; Kirsley Chennen; Gabriel Frey; Julie Dawn Thompson; Mounir Ben Ayed; Nicolas Lachiche (EGC, 2022)

Performance of NoSQL Graph Implementations of Star vs. Snowflake Schemas. - Hajer Akid; Gabriel Frey; Mounir Ben Ayed; Nicolas Lachiche (IEEE Access, 2022)

Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects. - Emna Benmohamed; Hela Ltifi; Mounir Ben Ayed (Appl. Intell., 2022)

A complete framework for aspect-level and sentence-level sentiment analysis. - Rim Chiha; Mounir Ben Ayed; Célia da Costa Pereira (Appl. Intell., 2022)

A resilient Trust Management framework towards trust related attacks in the Social Internet of Things. - Rim Magdich; Hanen Jemal; Mounir Ben Ayed (Comput. Commun., 2022)

ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning. - Emna Benmohamed; Hela Ltifi; Mounir Ben Ayed (J. King Saud Univ. Comput. Inf. Sci., 2022)

A novel biometric system for signature verification based on score level fusion approach. - Thameur Dhieb; Houcine Boubaker; Sourour Njah; Mounir Ben Ayed; Adel M. Alimi (Multim. Tools Appl., 2022)

Context-awareness trust management model for trustworthy communications in the social Internet of Things. - Rim Magdich; Hanen Jemal; Mounir Ben Ayed (Neural Comput. Appl., 2022)

Agent-Based Intelligent Decision Support Systems: A Systematic Review. - Faten Khemakhem; Hamdi Ellouzi; Hela Ltifi; Mounir Ben Ayed (IEEE Trans. Cogn. Dev. Syst., 2022)

Interval Type-2 Beta Fuzzy Near Sets Approach to Content-Based Image Retrieval. - Yosr Ghozzi; Nesrine Baklouti; Hani Hagras; Mounir Ben Ayed; Adel M. Alimi (IEEE Trans. Fuzzy Syst., 2022)

PSO-Based Adaptive Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (PSO-AHIT2FKRS) for Travel Route Guidance. - Mariam Zouari; Nesrine Baklouti; Javier J. Sánchez Medina; Habib M. Kammoun; Mounir Ben Ayed; Adel M. Alimi (IEEE Trans. Intell. Transp. Syst., 2022)

RETED. - Thameur Dhieb; Houcine Boubaker; Nasser Rezzoug; Mounir Ben Ayed; Adel M. Alimi (IEEE DataPort, 2022)

COVID-19-CHU-Sfax. - Zeineb Fki; Boudour Ammar; Hela Fendri; Emna Daoued; Zeineb Mnif; Mounir Ben Ayed (IEEE DataPort, 2022)

A Hybrid Trust Update Solution for Dynamic Social IoT Trust Management Model. - Rim Magdich; Hanen Jemal; Mounir Ben Ayed (CoDIT, 2023)

Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. - Wissal Midani; Wael Ouarda; Mounir Ben Ayed (ICCCI (CCIS Volume), 2023)

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 (ICCCI, 2023)

An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. - Jihene Tmamna; Emna Ben Ayed; Rahma Fourati; Mounir Ben Ayed (ISCC, 2023)

DeepArr: An investigative tool for arrhythmia detection using a contextual deep neural network from electrocardiograms (ECG) signals. - Wissal Midani; Wael Ouarda; Mounir Ben Ayed (Biomed. Signal Process. Control., 2023)

S2SDeepArr: Sequence To Sequence Deep Learning Architecture for Arrhythmia Detection Under the Inter-patient Paradigm. - Wissal Midani; Wael Ouarda; Hela Ltifi; Mounir Ben Ayed (KES, 2024)

Parameters Sensitivity Analysis of Ant Colony Based Clustering: Application for Student Grouping in Collaborative Learning Environment. - Abir Abid; Ilhem Kallel; Javier J. Sánchez Medina; Mounir Ben Ayed (IEEE Access, 2024)

A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification. - Jihene Tmamna; Emna Ben Ayed; Rahma Fourati; Amir Hussain 001; Mounir Ben Ayed (Appl. Soft Comput., 2024)

A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs. - Jihene Tmamna; Rahma Fourati; Emna Ben Ayed; Leandro A. Passos; João P. Papa; Mounir Ben Ayed; Amir Hussain 001 (Neurocomputing, 2024)

Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis. - Adel Hameed; Rahma Fourati; Boudour Ammar; Amel Ksibi; Ala Saleh D. Alluhaidan; Mounir Ben Ayed; Hussain Kareem Khleaf (Biomed. Signal Process. Control., 2024)

ECG classification with learning ensemble based on symbolic discretization. - Mariem Taktak; Hela Ltifi; Mounir Ben Ayed (Inf. Syst., 2024)

Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks. - Jihene Tmamna; Emna Ben Ayed; Rahma Fourati; Amir Hussain 001; Mounir Ben Ayed (Expert Syst. J. Knowl. Eng., 2024)

Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification. - Zeineb Fki; Boudour Ammar; Mounir Ben Ayed (Cogn. Comput., 2024)

A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism. - Zeineb Fki; Boudour Ammar; Rahma Fourati; Hela Fendri; Amir Hussain 001; Mounir Ben Ayed (Multim. Tools Appl., 2024)

Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey. - Jihene Tmamna; Emna Ben Ayed; Rahma Fourati; Mandar Gogate; Tughrul Arslan; Amir Hussain 001; Mounir Ben Ayed (Cogn. Comput., 2024)

Graph-based machine learning model for weight prediction in protein-protein networks. - Hajer Akid; Kirsley Chennen; Gabriel Frey; Julie Dawn Thompson; Mounir Ben Ayed; Nicolas Lachiche (BMC Bioinform., 2024)