Mounir Ben Ayed

Orcid: 0000-0002-0245-2217

According to our database1, Mounir Ben Ayed authored at least 102 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
ECG classification with learning ensemble based on symbolic discretization.
Inf. Syst., February, 2024

Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis.
Biomed. Signal Process. Control., January, 2024

Parameters Sensitivity Analysis of Ant Colony Based Clustering: Application for Student Grouping in Collaborative Learning Environment.
IEEE Access, 2024

2023
DeepArr: An investigative tool for arrhythmia detection using a contextual deep neural network from electrocardiograms (ECG) signals.
Biomed. Signal Process. Control., August, 2023

An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis.
Proceedings of the Advances in Computational Collective Intelligence, 2023

A Hybrid Trust Update Solution for Dynamic Social IoT Trust Management Model.
Proceedings of the 9th International Conference on Control, 2023

2022
COVID-19-CHU-Sfax.
Dataset, October, 2022


PSO-Based Adaptive Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (PSO-AHIT2FKRS) for Travel Route Guidance.
IEEE Trans. Intell. Transp. Syst., 2022

Interval Type-2 Beta Fuzzy Near Sets Approach to Content-Based Image Retrieval.
IEEE Trans. Fuzzy Syst., 2022

Agent-Based Intelligent Decision Support Systems: A Systematic Review.
IEEE Trans. Cogn. Dev. Syst., 2022

Context-awareness trust management model for trustworthy communications in the social Internet of Things.
Neural Comput. Appl., 2022

A novel biometric system for signature verification based on score level fusion approach.
Multim. Tools Appl., 2022

ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning.
J. King Saud Univ. Comput. Inf. Sci., 2022

A resilient Trust Management framework towards trust related attacks in the Social Internet of Things.
Comput. Commun., 2022

A complete framework for aspect-level and sentence-level sentiment analysis.
Appl. Intell., 2022

Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects.
Appl. Intell., 2022

Performance of NoSQL Graph Implementations of Star vs. Snowflake Schemas.
IEEE Access, 2022

Apprentissage automatique basé sur l'agrégation pour la prédiction de liens dans les réseaux d'interactions protéine-protéine.
Proceedings of the Extraction et Gestion des Connaissances, 2022

2021
Deep bidirectional long short-term memory for online multilingual writer identification based on an extended Beta-elliptic model and fuzzy elementary perceptual codes.
Multim. Tools Appl., 2021

A New Neural Networks-Based Integrated Model for Aspect Extraction and Sentiment Classification.
Int. J. Multim. Data Eng. Manag., 2021

Optimization of Residual Convolutional Neural Network for Electrocardiogram Classification.
CoRR, 2021

An efficient Trust Related Attack Detection Model based on Machine Learning for Social Internet of Things.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

ASAR 2021 Online Arabic Writer Identification Competition.
Proceedings of the Document Analysis and Recognition, 2021

A Multi-Agent system for road traffic decision making based on Hierarchical Interval Type-2 Fuzzy Knowledge Representation System.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Intelligent health monitoring system modeling based on machine learning and agent technology.
Multiagent Grid Syst., 2020

Adapted Visual Analytics Process for Intelligent Decision-Making: Application in a Medical Context.
Int. J. Inf. Technol. Decis. Mak., 2020

Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges.
Comput. Sci. Rev., 2020

Towards a novel biometric system for forensic document examination.
Comput. Secur., 2020

Deep learning for internet of things in fog computing: Survey and Open Issues.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2019
Morphological Convolutional Neural Network Architecture for Digit Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2019

Multi-agent based intuitionistic fuzzy logic healthcare decision support system.
J. Intell. Fuzzy Syst., 2019

Information and communication technologies for the improvement of the irrigation scheduling.
Int. J. Sens. Networks, 2019

A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System.
Comput. J., 2019

A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Deep Bidirectional Long Short-Term Memory for Online Arabic Writer Identification Based on Beta-Elliptic Model.
Proceedings of the 3rd International Workshop on Arabic and derived Script Analysis and Recognition, 2019

Trust Management Model Based on Mutual Evaluation Method for the Social Internet of Things.
Proceedings of the Information Systems, 2019

Supervised Machine Learning Approach for Subjectivity/Objectivity Classification of Social Data.
Proceedings of the Information Systems, 2019

Design of Remote Heart Monitoring System for Cardiac Patients.
Proceedings of the Advanced Information Networking and Applications, 2019

2018
Fuzzy logic-based evaluation of visualizations generated by intelligent decision support systems.
Inf. Vis., 2018

Interval type-2 Beta Fuzzy Near set based approach to content based image retrieval.
CoRR, 2018

An Evolutionary Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (EHIT2FKRS) for Travel Route Assignment.
CoRR, 2018

An Online Writer Identification System based on Beta-Elliptic Model and Fuzzy Elementary Perceptual Codes.
CoRR, 2018

A UI-DSPL Approach for the Development of Context-Adaptable User Interfaces.
IEEE Access, 2018

Machine learning with Internet of Things data for risk prediction: Application in ESRD.
Proceedings of the 12th International Conference on Research Challenges in Information Science, 2018

Risk Prediction in Smart Home Care.
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2017
Addressing Context-Awareness in User Interface Software Product Lines (UI-SPL) Approaches.
Proceedings of the Human Centered Software Product Lines, 2017

Multi-agent modelling of decision support systems based on visual data mining.
Multiagent Grid Syst., 2017

Enhanced Decision Support Systems in Intensive Care Unit Based on Intuitionistic Fuzzy Sets.
Adv. Fuzzy Syst., 2017

Modeling of distributed visual knowledge discovery from data process.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Selecting Relevant Educational Attributes for Predicting Students' Academic Performance.
Proceedings of the Intelligent Systems Design and Applications, 2017

Morph-CNN: A Morphological Convolutional Neural Network for Image Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Hierarchical interval type-2 beta fuzzy knowledge representation system for path preference planning.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A Meta-model for Run Time Adaptation in a UI-DSPL process.
Proceedings of the HCI 2017, 2017

2016
Visual Intelligent Decision Support Systems in the Medical Field: Design and Evaluation.
Proceedings of the Machine Learning for Health Informatics, 2016

An enhanced healthcare system in mobile cloud computing environment.
Vietnam. J. Comput. Sci., 2016

Enhanced visual data mining process for dynamic decision-making.
Knowl. Based Syst., 2016

A quality model for the evaluation of decision support systems based on a knowledge discovery from data process.
J. Decis. Syst., 2016

Interactive visual knowledge discovery from data-based temporal decision support system.
Inf. Vis., 2016

An ontologist feedback driven ontology evolution with an adaptive multi-agent system.
Adv. Eng. Informatics, 2016

Evolving ontologies using an adaptive multi-agent system based on ontologist-feedback.
Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

A visual modeling of knowledge for decision-making.
Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016

Teamwork construction in E-learning system: A systematic literature review.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic.
Proceedings of the Intelligent Systems Design and Applications, 2016

Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment.
Proceedings of the Intelligent Systems Design and Applications, 2016

Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data.
Proceedings of the Intelligent Systems Design and Applications, 2016

Data Fusion Classification Method Based on Multi Agents System.
Proceedings of the Intelligent Systems Design and Applications, 2016

Towards NoSQL Graph Data Warehouse for Big Social Data Analysis.
Proceedings of the Intelligent Systems Design and Applications, 2016

Visual intelligent remote healthcare monitoring system using multi-agent technology.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

GENUS: An ETL tool treating the Big Data Variety.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2015
Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations.
Decis. Support Syst., 2015

Cloud computing and mobile devices based system for healthcare application.
Proceedings of the 2015 IEEE International Symposium on Technology and Society, 2015

MRI brain tumor classification using Support Vector Machines and meta-heuristic method.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Towards an intelligent evaluation method of medical data visualizations.
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Mobile Cloud Computing in Healthcare System.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

An Adaptive Multi-Agent System for Ontology Co-evolution.
Proceedings of the ICAART 2015, 2015

Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System.
Proceedings of the Hybrid Intelligent Systems, 2015

Knowledge Visualization Model for Intelligent Dynamic Decision-Making.
Proceedings of the Hybrid Intelligent Systems, 2015

Using Bloom's taxonomy to enhance interactive concentric circles representation.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

Modeling a secure cloud data warehouse with SoaML.
Proceedings of the 11th International Conference on Information Assurance and Security, 2015

Adaptive security for Cloud data warehouse as a service.
Proceedings of the 14th IEEE/ACIS International Conference on Computer and Information Science, 2015

2014
A survey of data warehouse security.
Ingénierie des Systèmes d Inf., 2014

Using dynamic Bayesian networks for the prediction of mental deficiency in children with down syndrome.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Swarm intelligence and multi agent system in healthcare.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Towards a dynamic knowledge base based on ontology for clinical decision support system.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

2013
A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases.
J. Decis. Syst., 2013

Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Using visualization techniques in knowledge discovery process for decision making.
Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

2012
Perspective Wall Technique for Visualizing and Interpreting Medical Data.
Int. J. Knowl. Discov. Bioinform., 2012

Dynamic Decision Support System Based on Bayesian Networks Application to fight against the Nosocomial Infections
CoRR, 2012

Using Perspective Wall to Visualize Medical Data in the Intensive Care Unit.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2010
A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain.
Decis. Support Syst., 2010

Human-centred design approach applied to medical dynamic DSS.
Proceedings of the 11th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (2010), Valenciennes, France, August 31, 2010

Système d'extraction des connaissances à partir des données temporelles basé sur les Réseaux Bayésiens Dynamiques.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009
HCI-enriched approach for DSS development: the UP/U approach.
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009

Survey of information visualization techniques for exploitation in KDD.
Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

2005
Convergence possible des processus du data mining et de conception-évaluation d'IHM: adaptation du modèle en U.
Proceedings of the 17th international conference on Francophone sur l'Interaction Homme-Machine, 2005


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