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Mounir Ben Ayed
Affiliation : University of Sfax · Faculty of Sciences of Sfax
- 118Publications (affiliation in Tunisia)
- 141Total publications
- 1732Citations
- 23h-index
Research profile
Mounir Ben Ayed has 118 indexed publications (2014–2025). Their work appears mainly in “Advances in intelligent systems and computing”, “Lecture notes in computer science” and “Multimedia Tools and Applications”. Their most cited article, “Morphological Convolutional Neural Network Architecture for Digit Recognition” (2019), has been cited 84 times. 18 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France, South Africa, United Kingdom, United States.
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Create my free profile Add my publicationsResearch areas
- Data Mining Algorithms and Applications
- Data Visualization and Analytics
- Artificial Intelligence in Healthcare
- Decision Support System Applications
- Usability and User Interface Design
Publications (118)
- Deepfake detection via image watermarking: A generative adversarial model approach with limited data
- A Comprehensive Review of Noise Removal Techniques in ECG Signal Processing
- Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey
- A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification
- A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs
- Graph-based machine learning model for weight prediction in protein–protein networks
- S2SDeepArr: Sequence To Sequence Deep Learning Architecture for Arrhythmia Detection Under the Inter-patient Paradigm
- DeepArr: An investigative tool for arrhythmia detection using a contextual deep neural network from electrocardiograms (ECG) signals
- Temporal–spatial transformer based motor imagery classification for BCI using independent component analysis
- Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification
- Parameters Sensitivity Analysis of Ant Colony Based Clustering: Application for Student Grouping in Collaborative Learning Environment
- A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism
- Bare‐Bones particle Swarm optimization‐based quantization for fast and energy efficient convolutional neural networks
- Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification
- A Hybrid Trust Update Solution for Dynamic Social IoT Trust Management Model
- An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization
- ECG classification with learning ensemble based on symbolic discretization
- Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis
- A resilient Trust Management framework towards trust related attacks in the Social Internet of Things
- Context-awareness trust management model for trustworthy communications in the social Internet of Things
- A novel biometric system for signature verification based on score level fusion approach
- Performance of NoSQL Graph Implementations of Star vs. Snowflake Schemas
- A complete framework for aspect-level and sentence-level sentiment analysis
- Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects
- A novel internet of things based on deep neural network framework using soft-attention convolutional neural networks for COVID-19 detection
- Interval Type-2 Beta Fuzzy Near Sets Approach to Content-Based Image Retrieval
- Deep bidirectional long short-term memory for online multilingual writer identification based on an extended Beta-elliptic model and fuzzy elementary perceptual codes
- An efficient Trust Related Attack Detection Model based on Machine Learning for Social Internet of Things
- Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization
- Do individual characteristics influence the beta-elliptic modeling errors during ellipse drawing movements?
- ASAR 2021 Online Arabic Writer Identification Competition
- A Multi-Agent system for road traffic decision making based on Hierarchical Interval Type-2 Fuzzy Knowledge Representation System
- Towards automated optimisation of residual convolutional neural networks for electrocardiogram classification
- A New Neural Networks-Based Integrated Model for Aspect Extraction and Sentiment Classification
- Agent-Based Intelligent Decision Support Systems: A Systematic Review
- PSO-Based Adaptive Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (PSO-AHIT2FKRS) for Travel Route Guidance
- Towards a novel biometric system for forensic document examination
- Intelligent health monitoring system modeling based on machine learning and agent technology
- Deep learning for internet of things in fog computing: Survey and Open Issues
- Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges
- Trust Management Model Based on Mutual Evaluation Method for the Social Internet of Things
- Supervised Machine Learning Approach for Subjectivity/Objectivity Classification of Social Data
- ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning
- Morphological Convolutional Neural Network Architecture for Digit Recognition
- Adapted Visual Analytics Process for Intelligent Decision-Making: Application in a Medical Context
- Design of Remote Heart Monitoring System for Cardiac Patients
- Multi-agent based intuitionistic fuzzy logic healthcare decision support system
- Deep Bidirectional Long Short-Term Memory for Online Arabic Writer Identification Based on Beta-Elliptic Model
- Online anomaly detection in ECG signal using Hierarchical Temporal Memory
- A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children
- Information and communication technologies for the improvement of the irrigation scheduling
- Information and communication technologies for the improvement of the irrigation scheduling
- Selecting Relevant Educational Attributes for Predicting Students’ Academic Performance
- Machine learning with Internet of Things data for risk prediction: Application in ESRD
- Risk Prediction in Smart Home Care
- A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System
- Multi-agent modelling of decision support systems based on visual data mining
- Morph-CNN: A Morphological Convolutional Neural Network for Image Classification
- A UI-DSPL Approach for the Development of Context-Adaptable User Interfaces
- Enhanced Decision Support Systems in Intensive Care Unit Based on Intuitionistic Fuzzy Sets
- Towards NoSQL Graph Data Warehouse for Big Social Data Analysis
- Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic
- Agent Technology Based Modelization Systems for Healthcare
- Hierarchical interval type-2 beta fuzzy knowledge representation system for path preference planning
- Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data
- Modeling of distributed visual knowledge discovery from data process
- A Meta-model for Run Time Adaptation in a UI-DSPL process
- Data Fusion Classification Method Based on Multi Agents System
- Addressing Context-Awareness in User Interface Software Product Lines (UI-SPL) Approaches
- Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network
- Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment
- An enhanced healthcare system in mobile cloud computing environment
- Enhanced visual data mining process for dynamic decision-making
- An ontologist feedback driven ontology evolution with an adaptive multi-agent system
- Teamwork construction in E-learning system: A systematic literature review
- Fuzzy logic–based evaluation of visualizations generated by intelligent decision support systems
- A quality model for the evaluation of decision support systems based on a knowledge discovery from data process
- GENUS: An ETL tool treating the Big Data Variety
- Visual Intelligent Decision Support Systems in the Medical Field: Design and Evaluation
- A visual modeling of knowledge for decision-making
- Evolving ontologies using an adaptive multi-agent system based on ontologist-feedback
- Visual intelligent remote healthcare monitoring system using multi-agent technology
- MRI brain tumor classification using Support Vector Machines and meta-heuristic method
- A Multi Agent System for Hospital Organization
- Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations
- Cloud computing and mobile devices based system for healthcare application
- New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field
- Interactive visual knowledge discovery from data-based temporal decision support system
- Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System
- Mobile Cloud Computing in Healthcare System
- Adaptive security for Cloud data warehouse as a service
- Towards an intelligent evaluation method of medical data visualizations
- Knowledge Visualization Model for Intelligent Dynamic Decision-Making
- Context aware criteria for the evaluation of mobile decision support systems
- Towards a quality model for the evaluation of Mobile Decision Support Systems
- An Adaptive Multi-Agent System for Ontology Co-evolution
- Using Bloom's taxonomy to enhance interactive concentric circles representation
- Modeling a secure cloud data warehouse with SoaML
- Swarm intelligence and multi agent system in healthcare
- Using dynamic Bayesian networks for the prediction of mental deficiency in children with down syndrome
Publication venues
- Advances in intelligent systems and computing × 9
- Lecture notes in computer science × 5
- Multimedia Tools and Applications × 4
- IEEE Access × 3
- International Conference on Intelligent Systems and Knowledge Engineering (ISKE) × 3
- IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) × 3
Publications per year
- 20252
- 20245
- 202311
- 20227
- 20219
- 20209
- 20199
- 20184
- 201715
- 201611
Collaborations
Partner institutions : University of Kairouan · Faculté des Sciences et Techniques de Sidi Bouzid · University of Jendouba · University of Sousse · Faculty of Economics and Management of Sfax
Co-authors’ countries : France · South Africa · United Kingdom · United States
Co-authors
- Hela Ltifi
- Adel M. Alimi
- Hanen Jemal
- Emna Ben Ayed
- Zied Kechaou
- Emna Benmohamed
- Rahma Fourati
- Jihene Tmamna
- Zeineb Fki
- Boudour Ammar
- Thameur Dhieb
- Wael Ouarda
Bibliographic data from OpenAlex (open database).
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