Mounir Ben Ayed
Orcid: 0000-0002-0245-2217
According to our database1,
Mounir Ben Ayed
authored at least 109 papers
between 2005 and 2024.
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Bibliography
2024
Graph-based machine learning model for weight prediction in protein-protein networks.
BMC Bioinform., December, 2024
Cogn. Comput., November, 2024
A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism.
Multim. Tools Appl., May, 2024
Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification.
Cogn. Comput., May, 2024
Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks.
Expert Syst. J. Knowl. Eng., April, 2024
Inf. Syst., February, 2024
Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis.
Biomed. Signal Process. Control., January, 2024
A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs.
Neurocomputing, 2024
A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification.
Appl. Soft Comput., 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
Proceedings of the Advances in Computational Collective Intelligence, 2023
Proceedings of the 9th International Conference on Control, 2023
2022
PSO-Based Adaptive Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (PSO-AHIT2FKRS) for Travel Route Guidance.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Fuzzy Syst., 2022
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
Appl. Intell., 2022
Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects.
Appl. Intell., 2022
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
Proceedings of the Neural Information Processing - 28th International Conference, 2021
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
Comput. Secur., 2020
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020
2019
IEEE Trans. Neural Networks Learn. Syst., 2019
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
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
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
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
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
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
Multiagent Grid Syst., 2017
Enhanced Decision Support Systems in Intensive Care Unit Based on Intuitionistic Fuzzy Sets.
Adv. Fuzzy Syst., 2017
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
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
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
Vietnam. J. Comput. Sci., 2016
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
Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016
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
Proceedings of the Intelligent Systems Design and Applications, 2016
Proceedings of the Intelligent Systems Design and Applications, 2016
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016
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
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
Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015
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
Proceedings of the Hybrid Intelligent Systems, 2015
Proceedings of the Hybrid Intelligent Systems, 2015
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
Proceedings of the 11th International Conference on Information Assurance and Security, 2015
Proceedings of the 14th IEEE/ACIS International Conference on Computer and Information Science, 2015
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
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
Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013
2012
Int. J. Knowl. Discov. Bioinform., 2012
Dynamic Decision Support System Based on Bayesian Networks Application to fight against the Nosocomial Infections
CoRR, 2012
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
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
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009
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