Profile Mounir Ben Ayed
Mounir Ben Ayed
curriculum vitae
First Name
Mounir
Last Name
Ben Ayed
Address
Zip code
3038
Biography
Mounir Ben Ayed (Senior Member, IEEE) received the Ph.D. degree in biomedical engineering from the Paris 12 Val de Marne University, in 1989, and the Habilitation degree in computer system engineering from the National Engineering School (ENIS), University of Sfax, Tunisia, in 2013. He is currently a Professor with the Computer Sciences and Communication Department, Faculty of Sciences of Sfax. He currently teaches software engineering, data base management systems, decision support systems, and data warehouse. He is a member of the REGIM-Laboratory. Most of his research are designed and evaluated in the medical field. He was the chair, an organization committee member, and a technical committee member of many national and international conferences. Among the numerous conferences, he organized the Engineering Sciences for Biology and Medicine, ESBM’2013 and ESBM’2015. He created the IEEE-EMBS Tunisia Chapter, in 2009. He was the Chair of this Chapter, from 2009 to 2012, the Vice Chair, from 2013 to 2014, and the Chair of the Second Time, from 2015 to 2016.
Research Interests
Decision Support Systems, Data Mining, KDD, HCI
H-index: 24 Total citation: 1997
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| Deepfake detection via image watermarking: A generative adversarial model approach with limited data AH Shareef, H Ghodhbani, TM Hamdani, M Ben Ayed, K Ouahada, ... |
Multimedia Tools and Applications, 1-26, 2025 | 2025 | 0 |
| A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs J Tmamna, R Fourati, EB Ayed, LA Passos, JP Papa, MB Ayed, A Hussain |
Neurocomputing 608, 128378, 2024 | 2024 | 4 |
| Graph-based machine learning model for weight prediction in protein–protein networks H Akid, K Chennen, G Frey, J Thompson, M Ben Ayed, N Lachiche |
BMC bioinformatics 25 (1), 349, 2024 | 2024 | 0 |
| Pruning deep neural networks for green energy-efficient models: A survey J Tmamna, EB Ayed, R Fourati, M Gogate, T Arslan, A Hussain, MB Ayed |
Cognitive Computation 16 (6), 2931-2952, 2024 | 2024 | 29 |
| A deep learning based interval type-2 fuzzy approach for image retrieval systems Y Ghozzi, TM Hamdani, H Hagras, K Ouahada, H Chabchoub, AM Alimi |
Neurocomputing 603, 128251, 2024 | 2024 | 8 |
| A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification J Tmamna, EB Ayed, R Fourati, A Hussain, MB Ayed |
Applied Soft Computing 164, 111978, 2024 | 2024 | 22 |
| A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism Z Fki, B Ammar, R Fourati, H Fendri, A Hussain, M Ben Ayed |
Multimedia Tools and Applications 83 (18), 54989-55009, 2024 | 2024 | 6 |
| Towards automated optimization of residual convolutional neural networks for electrocardiogram classification Z Fki, B Ammar, MB Ayed |
Cognitive Computation 16 (3), 1334-1344, 2024 | 2024 | 12 |
| Bare‐Bones particle Swarm optimization‐based quantization for fast and energy efficient convolutional neural networks J Tmamna, EB Ayed, R Fourati, A Hussain, MB Ayed |
Expert Systems 41 (4), e13522, 2024 | 2024 | 4 |
| ECG classification with learning ensemble based on symbolic discretization M Taktak, H Ltifi, MB Ayed |
Information Systems 120, 102294, 2024 | 2024 | 2 |
| S2SDeepArr: Sequence To Sequence Deep Learning Architecture for Arrhythmia Detection Under the Inter-patient Paradigm W Midani, W Ouarda, H Ltifi, MB Ayed |
Procedia Computer Science 246, 792-801, 2024 | 2024 | 1 |
| Temporal–spatial transformer based motor imagery classification for BCI using independent component analysis A Hameed, R Fourati, B Ammar, A Ksibi, AS Alluhaidan, MB Ayed, ... |
Biomedical Signal Processing and Control 87, 105359, 2024 | 2024 | 36 |
| Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis W Midani, W Ouarda, MB Ayed |
International Conference on Computational Collective Intelligence, 753-764, 2023 | 2023 | 1 |
| Automatic quantization of convolutional neural networks based on enhanced bare-bones particle swarm optimization for chest X-ray image classification J Tmamna, EB Ayed, MB Ayed |
International Conference on Computational Collective Intelligence, 125-137, 2023 | 2023 | 4 |
| DeepArr: An investigative tool for arrhythmia detection using a contextual deep neural network from electrocardiograms (ECG) signals W Midani, W Ouarda, MB Ayed |
Biomedical Signal Processing and Control 85, 104954, 2023 | 2023 | 52 |
| An automatic vision transformer pruning method based on binary particle swarm optimization J Tmamna, EB Ayed, R Fourati, MB Ayed |
2023 IEEE Symposium on Computers and Communications (ISCC), 727-732, 2023 | 2023 | 3 |
| A Hybrid Trust Update Solution for Dynamic Social IoT Trust Management Model R Magdich, H Jemal, MB Ayed |
2023 9th International Conference on Control, Decision and Information�…, 2023 | 2023 | 1 |
| Parameters sensitivity analysis of ant colony based clustering: application for student grouping in collaborative learning environment A Abid, I Kallel, JJ Sanchez-Medina, MB Ayed |
IEEE Access 12, 24751-24761, 2023 | 2023 | 6 |
| A complete framework for aspect-level and sentence-level sentiment analysis R Chiha, MB Ayed, CC Pereira |
Applied Intelligence 52 (15), 17845-17863, 2022 | 2022 | 17 |
| Context-awareness trust management model for trustworthy communications in the social internet of things R Magdich, H Jemal, M Ben Ayed |
Neural Computing and Applications 34 (24), 21961-21986, 2022 | 2022 | 21 |
| Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects E Benmohamed, H Ltifi, MB Ayed |
Applied Intelligence 52 (14), 16475-16496, 2022 | 2022 | 2 |
| A novel internet of things based on deep neural network framework using soft-attention convolutional neural networks for COVID-19 detection Z Fki, B Ammar, R Fourati, H Fendri, E Daoued, Z Mnif, A Hussain, ... |
2022 | 0 | |
| A resilient trust management framework towards trust related attacks in the social internet of things R Magdich, H Jemal, MB Ayed |
Computer Communications 191, 92-107, 2022 | 2022 | 34 |
| Do individual characteristics influence the beta-elliptic modeling errors during ellipse drawing movements? T Dhieb, N Rezzoug, H Boubaker, M Ben Ayed, AM Alimi |
Computer Methods in Biomechanics and Biomedical Engineering 25 (7), 783-793, 2022 | 2022 | 7 |
| Performance of NoSQL graph implementations of star vs. snowflake schemas H Akid, G Frey, MB Ayed, N Lachiche |
IEEE Access 10, 48603-48614, 2022 | 2022 | 24 |
| ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning E Benmohamed, H Ltifi, MB Ayed |
Journal of King Saud University-Computer and Information Sciences 34 (4�…, 2022 | 2022 | 6 |
| A novel biometric system for signature verification based on score level fusion approach T Dhieb, H Boubaker, S Njah, M Ben Ayed, AM Alimi |
Multimedia Tools and Applications 81 (6), 7817-7845, 2022 | 2022 | 26 |
| Apprentissage automatique bas� sur l'agr�gation pour la pr�diction de liens dans les r�seaux d'interactions prot�ine-prot�ine. H Akid, K Chennen, G Frey, JD Thompson, MB Ayed, N Lachiche |
EGC, 481-482, 2022 | 2022 | 0 |
| Towards automated optimisation of residual convolutional neural networks for electrocardiogram classification Z Fki, B Ammar, MB Ayed |
arXiv preprint arXiv:2112.06024, 2021 | 2021 | 1 |
| Neural network pruning based on improved constrained particle swarm optimization J Tmamna, EB Ayed, MB Ayed |
International Conference on Neural Information Processing, 315-322, 2021 | 2021 | 10 |
| A New Neural Networks-Based Integrated Model for Aspect Extraction and Sentiment Classification R Chiha, MB Ayed, C da Costa Pereira |
International Journal of Multimedia Data Engineering and Management (IJMDEM�…, 2021 | 2021 | 0 |
| ASAR 2021 online Arabic writer identification competition T Dhieb, H Boubaker, S Njah, M Ben Ayed, AM Alimi |
International Conference on Document Analysis and Recognition, 353-365, 2021 | 2021 | 5 |
| A multi-agent system for road traffic decision making based on hierarchical interval type-2 fuzzy knowledge representation system M Zouari, N Baklouti, MH Kammoun, MB Ayed, AM Alimi, ... |
2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2021 | 2021 | 6 |
| An efficient trust related attack detection model based on machine learning for social internet of things R Magdich, H Jemal, C Nakti, MB Ayed |
2021 International Wireless Communications and Mobile Computing (IWCMC�…, 2021 | 2021 | 12 |
| Deep bidirectional long short-term memory for online multilingual writer identification based on an extended Beta-elliptic model and fuzzy elementary perceptual codes T Dhieb, H Boubaker, W Ouarda, S Njah, M Ben Ayed, AM Alimi |
Multimedia Tools and Applications 80 (9), 14075-14100, 2021 | 2021 | 16 |
| Interval type-2 beta fuzzy near sets approach to content-based image retrieval Y Ghozzi, N Baklouti, H Hagras, MB Ayed, AM Alimi |
IEEE Transactions on Fuzzy Systems 30 (3), 805-817, 2021 | 2021 | 23 |
| Optimization of residual convolutional neural network for electrocardiogram classification Z Fki, B Ammar, MB Ayed |
arXiv preprint arXiv:2112.06024, 2021 | 2021 | 1 |
| Agent-based intelligent decision support systems: a systematic review F Khemakhem, H Ellouzi, H Ltifi, MB Ayed |
IEEE Transactions on Cognitive and Developmental Systems 14 (1), 20-34, 2020 | 2020 | 50 |
| Towards a novel biometric system for forensic document examination T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
Computers & Security 97, 101973, 2020 | 2020 | 29 |
| Deep learning for internet of things in fog computing: survey and open issues J Tmamna, EB Ayed, MB Ayed |
2020 5th International conference on advanced technologies for signal and�…, 2020 | 2020 | 21 |
| PSO-based adaptive hierarchical interval type-2 fuzzy knowledge representation system (PSO-AHIT2FKRS) for travel route guidance M Zouari, N Baklouti, J Sanchez-Medina, HM Kammoun, MB Ayed, ... |
IEEE Transactions on Intelligent Transportation Systems 23 (2), 804-818, 2020 | 2020 | 41 |
| Intelligent health monitoring system modeling based on machine learning and agent technology J Elouni, H Ellouzi, H Ltifi, MB Ayed |
Multiagent and Grid Systems 16 (2), 207-226, 2020 | 2020 | 16 |
| Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges H Ltifi, C Kolski, MB Ayed |
Computer Science Review 36, 100245, 2020 | 2020 | 18 |
| Supervised Machine Learning Approach for Subjectivity/Objectivity Classification R Chiha10, MB Ayed |
Information Systems: 16th European, Mediterranean, and Middle Eastern�…, 2020 | 2020 | 0 |
| Adapted visual analytics process for intelligent decision-making: application in a medical context H Ltifi, E Benmohamed, C Kolski, M Ben Ayed |
International journal of information technology & decision making 19 (01�…, 2020 | 2020 | 32 |
| Computer Science Review H Ltifi, C Kolski, MB Ayed |
2020 | 0 | |
| Entrep�ts de donn�es NoSQL orient�s graphes H Akid, G Frey, MB Ayed, N Lachiche |
Conference on Research Challenges in Information Science (RCIS). IEEE 1, 11, 2020 | 2020 | 0 |
| Supervised machine learning approach for subjectivity/objectivity classification of social data R Chiha, M Ben Ayed |
European, Mediterranean, and Middle Eastern Conference on Information�…, 2019 | 2019 | 2 |
| Trust management model based on mutual evaluation method for the social internet of things R Magdich, H Jemal, M Ben Ayed |
European, mediterranean, and middle eastern conference on information�…, 2019 | 2019 | 8 |
| A novel bayesian network structure learning algorithm: best parents-children E Benmohamed, H Ltifi, MB Ayed |
2019 IEEE 14th International Conference on Intelligent Systems and Knowledge�…, 2019 | 2019 | 6 |
| Deep bidirectional long short-term memory for online Arabic writer identification based on beta-elliptic model T Dhieb, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
2019 international conference on document analysis and recognition workshops�…, 2019 | 2019 | 12 |
| Multi-agent based intuitionistic fuzzy logic healthcare decision support system H Jemal, Z Kechaou, M Ben Ayed |
Journal of Intelligent & Fuzzy Systems 37 (2), 2697-2712, 2019 | 2019 | 15 |
| A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System S Amri, H Ltifi, M Ben Ayed |
The Computer Journal 62 (7), 977-1000, 2019 | 2019 | 3 |
| Design of remote heart monitoring system for cardiac patients A Benjemmaa, H Ltifi, MB Ayed |
International Conference on Advanced Information Networking and Applications�…, 2019 | 2019 | 24 |
| Morphological convolutional neural network architecture for digit recognition D Mellouli, TM Hamdani, JJ Sanchez-Medina, MB Ayed, AM Alimi |
IEEE transactions on neural networks and learning systems 30 (9), 2876-2885, 2019 | 2019 | 95 |
| Information and communication technologies for the improvement of the irrigation scheduling MA Fourati, W Chebbi, MB Ayed, A Kamoun |
International Journal of Sensor Networks 30 (2), 69-82, 2019 | 2019 | 5 |
| Interval type-2 Beta Fuzzy Near set based approach to content based image retrieval Y Ghozzi, N Baklouti, H Hagras, MB Ayed, AM Alimi |
arXiv preprint arXiv:1812.07098, 2018 | 2018 | 0 |
| An evolutionary hierarchical interval type-2 fuzzy knowledge representation system (ehit2fkrs) for travel route assignment M Zouari, N Baklouti, JS Medina, MB Ayed, AM Alimi |
arXiv preprint arXiv:1812.01893, 2018 | 2018 | 1 |
| Machine learning with internet of things data for risk prediction: application in ESRD Z Fki, B Ammar, MB Ayed |
2018 12th International Conference on Research Challenges in Information�…, 2018 | 2018 | 20 |
| Risk prediction in smart home care FKI Zeineb, A Boudour, BA Mounir |
2018 IEEE 32nd International Conference on Advanced Information Networking�…, 2018 | 2018 | 4 |
| An extended Beta-Elliptic model and fuzzy elementary perceptual codes for online multilingual writer identification using deep neural network T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
arXiv preprint arXiv:1804.05661, 2018 | 2018 | 6 |
| An online writer identification system based on beta-elliptic model and fuzzy elementary perceptual codes T Dhieb, S Njah, H Boubaker, W Ouarda, MB Ayed, AM Alimi |
arXiv preprint arXiv:1804.05661, 2018 | 2018 | 11 |
| Fuzzy logic–based evaluation of visualizations generated by intelligent decision support systems H Ltifi, S Amri, M Ben Ayed |
Information Visualization 17 (1), 3-21, 2018 | 2018 | 14 |
| A UI-DSPL approach for the development of context-adaptable user interfaces T Sboui, MB Ayed, AM Alimi |
IEEE Access 6, 7066-7081, 2017 | 2017 | 14 |
| Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network S Amri, H Ltifi, MB Ayed |
2017 12th International Conference on Intelligent Systems and Knowledge�…, 2017 | 2017 | 5 |
| Modeling of distributed visual knowledge discovery from data process H Ellouzi, MB Ayed, H Ltifi |
2017 12th International Conference on Intelligent Systems and Knowledge�…, 2017 | 2017 | 4 |
| Morph-CNN: a morphological convolutional neural network for image classification D Mellouli, TM Hamdani, MB Ayed, AM Alimi |
International Conference on Neural Information Processing, 110-117, 2017 | 2017 | 28 |
| Addressing Context-Awareness in User Interface Software Product Lines (UI-SPL) Approaches T Sboui, MB Ayed, AM Alimi |
Human Centered Software Product Lines, 131-152, 2017 | 2017 | 3 |
| Agent technology based modelization systems for healthcare J Hanen, Z Kechaou, M Ben Ayed |
IETE Journal of Research 63 (5), 630-642, 2017 | 2017 | 5 |
| Hierarchical interval type-2 beta fuzzy knowledge representation system for path preference planning M Zouari, N Baklouti, H Kammoun, J Sanchez-Medina, MB Ayed, ... |
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017 | 2017 | 5 |
| A Meta-model for Run Time Adaptation in a UI-DSPL process T Sboui, MB Ayed, AM Alimi |
Proceedings of the 31st International BCS Human Computer Interaction�…, 2017 | 2017 | 1 |
| Multi-agent modelling of decision support systems based on visual data mining H Ellouzi, H Ltifi, M Ben Ayed |
Multiagent and Grid Systems 13 (1), 31-45, 2017 | 2017 | 19 |
| Research Article Enhanced Decision Support Systems in Intensive Care Unit Based on Intuitionistic Fuzzy Sets H Jemal, Z Kechaou, MB Ayed |
2017 | 0 | |
| Enhanced decision support systems in intensive care unit based on intuitionistic fuzzy sets H Jemal, Z Kechaou, M Ben Ayed |
Advances in Fuzzy Systems 2017 (1), 7371634, 2017 | 2017 | 24 |
| Towards NoSQL graph data warehouse for big social data analysis H Akid, M Ben Ayed |
International Conference on Intelligent Systems Design and Applications, 965-973, 2016 | 2016 | 12 |
| Towards an approach based on ontology for semantic-temporal modeling of social network data R Chiha, M Ben Ayed |
International Conference on Intelligent Systems Design and Applications, 708-717, 2016 | 2016 | 2 |
| Temporal patterns visualization for knowledge acquisition in dynamic decision-making environment J Elouni, H Ltifi, M Ben Ayed, M Masmoudi |
International Conference on Intelligent Systems Design and Applications, 841-851, 2016 | 2016 | 2 |
| Data fusion classification method based on multi agents system E Ben Boussada, M Ben Ayed, AM Alimi |
International Conference on Intelligent Systems Design and Applications, 863-870, 2016 | 2016 | 1 |
| Towards a medical intensive care unit decision support system based on intuitionistic fuzzy logic H Jemal, Z Kechaou, M Ben Ayed |
International Conference on Intelligent Systems Design and Applications, 602-611, 2016 | 2016 | 8 |
| Visual intelligent decision support systems in the medical field: Design and evaluation H Ltifi, MB Ayed |
Machine Learning for Health Informatics: State-of-the-Art and Future�…, 2016 | 2016 | 5 |
| A visual modeling of knowledge for decision-making J Elouni, H Ltifi, MB Ayed, M Masmoudi |
2016 International Conference on Image and Vision Computing New Zealand�…, 2016 | 2016 | 2 |
| Enhanced visual data mining process for dynamic decision-making H Ltifi, E Benmohamed, C Kolski, MB Ayed |
Knowledge-Based Systems 112, 166-181, 2016 | 2016 | 50 |
| An enhanced healthcare system in mobile cloud computing environment J Hanen, Z Kechaou, MB Ayed |
Vietnam Journal of Computer Science 3 (4), 267-277, 2016 | 2016 | 113 |
| Teamwork construction in E-learning system: A systematic literature review A Abid, I Kallel, MB Ayed |
2016 15th International Conference on Information Technology Based Higher�…, 2016 | 2016 | 20 |
| An ontologist feedback driven ontology evolution with an adaptive multi-agent system S Benomrane, Z Sellami, MB Ayed |
Advanced Engineering Informatics 30 (3), 337-353, 2016 | 2016 | 22 |
| An intelligent agent based architecture for visual data mining H Ellouzi, H Ltifi, MB Ayed |
International Journal of Advanced Computer Science and Applications 7 (7�…, 2016 | 2016 | 1 |
| Effect of PSO algorithm on a ECG data fusion system EB Boussada, MB Ayed, AM Alimi |
International Journal of Computer Science and Information Security 14 (7), 457, 2016 | 2016 | 0 |
| Generative software development techniques of user interface: survey and open issues T Sboui, MB Ayed |
International Journal of Computer Science and Information Security 14 (7), 824, 2016 | 2016 | 9 |
| Evolving ontologies using an adaptive multi-agent system based on ontologist-feedback S Benomrane, Z Sellami, MB Ayed |
2016 IEEE tenth international conference on research challenges in�…, 2016 | 2016 | 2 |
| Evaluation of Mobile Decision support Systems: Preliminary Basic Concepts EB Ayed, MB Ayed, C Kolski, H Ezzedine, F Gargouri |
International Journal on Human Machine Interaction 2 (1), 27-30, 2016 | 2016 | 0 |
| A quality model for the evaluation of decision support systems based on a knowledge discovery from data process E Ben Ayed, M Ben Ayed |
Journal of decision systems 25 (2), 95-117, 2016 | 2016 | 7 |
| Visual intelligent remote healthcare monitoring system using multi-agent technology AB Jemaa, H Ltifi, MB Ayed |
2016 2nd International Conference on Advanced Technologies for Signal and�…, 2016 | 2016 | 2 |
| Visual knowledge generation from data mining patterns for decision-making J Elouni, H Ltifi, MB Ayed, M Masmoudi |
International Journal of Advanced Computer Science and Applications 7 (7), 2016 | 2016 | 2 |
| Interactive visual knowledge discovery from data-based temporal decision support system H Ltifi, E Ben Mohamed, M ben Ayed |
Information Visualization 15 (1), 31-50, 2016 | 2016 | 36 |
| Modeling a secure cloud data warehouse with SoaML E Guermazi, H Ben-Abdallah, MB Ayed |
2015 11th International Conference on Information Assurance and Security�…, 2015 | 2015 | 2 |
| Towards an intelligent evaluation method of medical data visualizations S Amri, H Ltifi, MB Ayed |
2015 15th International Conference on Intelligent Systems Design and�…, 2015 | 2015 | 10 |
| MRI brain tumor classification using support vector machines and meta-heuristic method A Kharrat, MB Halima, MB Ayed |
2015 15th international conference on intelligent systems design and�…, 2015 | 2015 | 66 |
| New multi-agent architecture of visual intelligent decision support systems application in the medical field H Ellouzi, H Ltifi, MB Ayed |
2015 IEEE/ACS 12th international conference of computer systems and�…, 2015 | 2015 | 20 |
| Using Bloom's taxonomy to enhance interactive concentric circles representation E Benmohamed, H Ltifi, MB Ayed |
2015 IEEE/ACS 12th International Conference of Computer Systems and�…, 2015 | 2015 | 2 |
| Multi-agent architecture for visual intelligent remote healthcare monitoring system AB Jemmaa, H Ltifi, MB Ayed |
International conference on hybrid intelligent systems, 211-221, 2015 | 2015 | 22 |