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E-mail: mounir.benayed@ieee.org
Website: http://members.regim.org/mounirbenayed
  First Name :
Mounir
  Last Name :
Ben Ayed
  City :
Sfax
  Address :

30, Rue Chadly Gallala

  Zip code :
3003
  Biography :

Mounir Ben Ayed obtained his “University accreditation” (habilitation research) in computer system engineering from the engineering school of Sfax, Tunisia, in 2013. He has a PhD in biomedical engineering from Paris XII University, France. He also obtained a Post graduate Diploma in Biomedical Engineering from University of Technology of Compiègne, France.
He is Associate Professor in the computer science department of the Faculty of Science, University of Sfax. He teaches mainly DBMS, data warehouse, datamining, software engineering and Human Computer Interaction. His research activities concern Decision Support System based on a Knowledge Discovery from Data process. Most of his research are designed and evaluated in the medical field.
He is author of many papers in international journals and conferences. He also was chair, organization committee member, and 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.
Mounir Ben Ayed is IEEE member since 2001 and IEEE Senior member since 2013. He created the IEEE-EMBS Tunisia Chapter in 2009. He was Chair of this chapter from 2009 to 2012, Vice Chair from 2013 to 2014 and Chair for the second time for the period: 2015-2016.

  Research Interests :

Decision support Systems (DSS)

Knowledge Discovery from Data (KDD)

User centered approach

 ResearcherID :
 DBLP :
http://www.informatik.uni-trier.de/~ley/pers/hd/a/Ayed:Mounir_Ben.html
 AMiner :
http://arnetminer.org/person/mounir-ben-ayed-1182085.html

Mounir Ben Ayed - Google Scholar Citations
AllSince 2014
Citations557468
h-index1212
i10-index1816

TitleCited byYear
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
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
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
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, 2019
12019
Multi-agent based intuitionistic fuzzy logic healthcare decision support system
H Jemal, Z Kechaou, M Ben Ayed
Journal of Intelligent & Fuzzy Systems, 1-16, 2019
2019
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
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
A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System
S Amri, H Ltifi, M Ben Ayed
The Computer Journal, 2018
2018
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
32018
Risk Prediction in Smart Home Care
F Zeineb, A Boudour, BA Mounir
2018 IEEE 32nd International Conference on Advanced Information Networking …, 2018
12018
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
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
CoRR, 2018
12018
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
32018
A UI-DSPL Approach for the Development of Context-Adaptable User Interfaces
T Sboui, MB Ayed, AM Alimi
IEEE Access 6, 7066-7081, 2017
32017
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
12017
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
12017
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
32017
Agent technology based modelization systems for healthcare
J Hanen, Z Kechaou, M Ben Ayed
IETE Journal of Research 63 (5), 630-642, 2017
22017
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
12017
A meta-model for run time adaptation in a UI-DSPL process
T Sboui, MB Ayed, AM Alimi
Proceedings of the 31st British Computer Society Human Computer Interaction …, 2017
12017
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
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
42017
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, 2017
42017
Towards NoSQL Graph Data Warehouse for Big Social Data Analysis
H Akid, MB Ayed
International Conference on Intelligent Systems Design and Applications, 965-973, 2016
12016
Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data
R Chiha, MB Ayed
International Conference on Intelligent Systems Design and Applications, 708-717, 2016
12016
Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment
J Elouni, H Ltifi, MB Ayed, M Masmoudi
International Conference on Intelligent Systems Design and Applications, 841-851, 2016
2016
Data Fusion Classification Method Based on Multi Agents System
EB Boussada, MB Ayed, AM Alimi
International Conference on Intelligent Systems Design and Applications, 863-870, 2016
2016
Towards a medical intensive care unit decision support system based on intuitionistic fuzzy logic
H Jemal, Z Kechaou, MB Ayed
International Conference on Intelligent Systems Design and Applications, 602-611, 2016
52016
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
12016
Multi-agent architecture for visual intelligent remote healthcare monitoring system
AB Jemmaa, H Ltifi, MB Ayed
International Conference on Hybrid Intelligent Systems, 211-221, 2016
72016
Knowledge visualization model for intelligent dynamic decision-making
J Elouni, H Ltifi, MB Ayed
International Conference on Hybrid Intelligent Systems, 223-235, 2016
32016
Enhanced visual data mining process for dynamic decision-making
H Ltifi, E Benmohamed, C Kolski, MB Ayed
Knowledge-Based Systems 112, 166-181, 2016
182016
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
352016
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
112016
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
72016
An Intelligent Agent based Architecture for Visual Data Mining
H Ellouzi, H Ltifi, M Ben Ayed
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 7 (7 …, 2016
12016
Visual Knowledge Generation from Data Mining Patterns for Decision-Making
J Elouni, H Ltifi, M Ben Ayed, M Masmoudi
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 7 (7 …, 2016
12016
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
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
42016
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
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
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
12016
Visual Intelligent Decision Support Systems in the Medical Field: Design and Evaluation
H Ltifi, MB Ayed
Machine Learning for Health Informatics, 243-258, 2016
12016
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
202016
A lightweight privacy-preserved spatial and temporal aggregation of energy data
SL Keoh, YH Ang, Z Tang
2015 11th International Conference on Information Assurance and Security …, 2015
42015
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
12015
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
52015
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
242015
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
52015
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
12015
Cloud computing and mobile devices based system for healthcare application
H Jemal, Z Kechaou, MB Ayed, AM Alimi
2015 IEEE International Symposium on Technology and Society (ISTAS), 1-5, 2015
152015
Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations
H Ltifi, C Kolski, MB Ayed
Decision Support Systems 78, 51-64, 2015
122015
Adaptive security for Cloud data warehouse as a service
E Guermazi, MB Ayed, H Ben-Abdallah
2015 IEEE/ACIS 14th International Conference on Computer and Information …, 2015
92015
Context aware criteria for the evaluation of mobile decision support systems
E Ayed, M Ayed, C Kolski, H Ezzedine, F Gargouri
2015 IEEE/ACIS 14th International Conference on Computer and Information …, 2015
62015
Towards a quality model for the evaluation of mobile decision support systems
EB Ayed, MB Ayed, C Kolski, H Ezzedine
2015 4th International Conference on Advanced Logistics and Transport (ICALT …, 2015
32015
A multi agent system for hospital organization
H Jemal, Z Kechaou, MB Ayed, AM Alimi
International Journal of Machine Learning and Computing 5 (1), 51, 2015
162015
An Adaptive Multi-Agent System for Ontology Co-evolution.
S Benomrane, Z Sellami, MB Ayed, AM Alimi
ICAART (1), 216-221, 2015
22015
Mobile cloud computing in healthcare system
H Jemal, Z Kechaou, MB Ayed, AM Alimi
Computational Collective Intelligence, 408-417, 2015
122015
Towards a dynamic knowledge base based on ontology for clinical decision support system
S Benomrane, MB Ayed
2014 6th International Conference of Soft Computing and Pattern Recognition …, 2014
2014
Using dynamic Bayesian networks for the prediction of mental deficiency in children with down syndrome
H Turki, MB Ayed, AM Alimi
2014 6th International Conference of Soft Computing and Pattern Recognition …, 2014
22014
Swarm intelligence and multi agent system in healthcare
H Jemal, Z Kechaou, MB Ayed
2014 6th International Conference of Soft Computing and Pattern Recognition …, 2014
112014
Evaluation of Mobile Decision support Systems: preliminary basic concepts
EB Ayed, MB Ayed, C Kolski, H Ezzedine, F Gargouri
IHMIM, Hammamet-Tunisia, 2014
22014
Clinical Dynamic Decision Support System based on temporal association rules
F Kammoun, MB Ayed
2nd Middle East Conference on Biomedical Engineering, 289-292, 2014
32014
Approach for the evaluation of a KDD based DSS visual representations
A Brahmi, H Ltifi, MB Ayed
2nd Middle East Conference on Biomedical Engineering, 338-341, 2014
22014
Integration of temporal data visualization techniques in a KDD-based DSS application in the medical field
EB Mohamed, H Ltifi, MB Ayed
J. Netw. Innovative Comput 2, 061-070, 2014
12014
Évaluation des algorithmes d'apprentissage de structure pour les réseaux bayésiens dynamiques.
G Trabelsi, P Leray, MB Ayed, A Alimi
7èmes journées francophones sur les réseaux bayésiens (JFRB 2014), 2014
2014
ECG Arrhytmias Classification using Data Fusion and Particle Swarm Optimization
E Ben Boussada, M Ben Ayed, AM Alimi
Journal of Intelligent Computing 4 (4), 141-147, 2013
22013
Using visualization techniques in knowledge discovery process for decision making
E Ben Mohamed, H Ltifi, M Ben Ayed
13th International Conference on Hybrid Intelligent Systems (HIS), 94-99, 2013
132013
Dynamic MMHC: A local search algorithm for dynamic Bayesian network structure learning
G Trabelsi, P Leray, MB Ayed, AM Alimi
International Symposium on Intelligent Data Analysis, 392-403, 2013
102013
Structuring heterogeneous data associated with a web service
M Elghoul, M ben Ayed, H Ltifi, AM Alimi
2013 International Conference on Advanced Logistics and Transport, 193-198, 2013
2013
An agent-based knowledge discovery from databases applied in healthcare domain
S Benomrane, MB Ayed, AM Alimi
2013 International Conference on Advanced Logistics and Transport, 176-180, 2013
82013
Towards a quality model for the evaluation of DSS based on KDD process
EB Ayed, MB Ayed
2013 International Conference on Advanced Logistics and Transport, 187-192, 2013
62013
Benchmarking dynamic Bayesian network structure learning algorithms
G Trabelsi, P Leray, MB Ayed, AM Alimi
2013 5th International Conference on Modeling, Simulation and Applied …, 2013
72013
A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases
H Ltifi, C Kolski, MB Ayed, AM Alimi
Journal of Decision Systems 22 (2), 69-96, 2013
272013
Multi-data source fusion agent based method for ECG classification
EB Boussada, MB Ayed, AM Alimi
2013 International Conference on Computer Applications Technology (ICCAT), 1-4, 2013
2013
Using perspective wall to visualize medical data in the Intensive Care Unit
H Ltifi, MB Ayed, G Trabelsi, AM Alimi
2012 IEEE 12th International Conference on Data Mining Workshops, 72-78, 2012
132012
Perspective Wall Technique for Visualizing and Interpreting Medical Data
H Ltifi, MB Ayed, G Trabelsi, AM Alimi
International Journal of Knowledge Discovery in Bioinformatics (IJKDB) 3 (2 …, 2012
2012
Adapted visual analytics process for intelligent decision-making Application in a medical context
H Ltifi, E Benmohamed, C Kolski, MB Ayed
International Journal of Information Technology & Decision Making, 2012
2012
Dynamic Decision Support System Based on Bayesian Networks - Application to fight against the Nosocomial Infections
H Ltifi, G Trabelsi, M Ben Ayed, AM Alimi
International Journal of Advanced Research in Artificial Intelligence 1 (1 …, 2012
352012
A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain
MB Ayed, H Ltifi, C Kolski, AM Alimi
Decision Support Systems 50 (1), 64-78, 2010
682010
A novel application of the classifier DECOC based on fingerprint identification
MB Ayed, F Bouchhima, M Abid
2010 Workshops on Database and Expert Systems Applications, 288-292, 2010
32010
Utilisation des Réseaux Bayésiens Dynamiques pour la prédiction de survenue des Infections Nosocomiales
G Trabelsi, MB Ayed, AM Alimi
12010
Vers une méthode d’évaluation de Système Interactif d’Aide à la Décision basé sur le processus d’ECD
R Bahloul, MB Ayed, AM Alimi
Atelier EvalECD, 1-12, 2010
122010
Système d’extraction des connaissances à partir des données temporelles basé sur les Réseaux Bayésiens Dynamiques
G Trabelsi, M Ben Ayed, AM Alimi
Extraction et gestion des connaissances, 241-246, 2010
42010
Human-centred design approach applied to Medical Dynamic DSS
H Ltifi, C Kolski, MB Ayed, AM Alimi
IFAC Proceedings Volumes 43 (13), 465-470, 2010
32010
Démarche centrée utilisateur pour la conception de SIAD basés sur un processus d'ECD, application dans le domaine de la santé
H Ltifi, MB Ayed, C Kolski, AM Alimi
62010
HCI-enriched approach for DSS development: the UP/U approach
H Ltifi, MB Ayed, C Kolski, AM Alimi
2009 IEEE Symposium on Computers and Communications, 895-900, 2009
92009
Survey of information visualization techniques for exploitation in KDD
H Ltifi, MB Ayed, AM Alimi, S Lepreux
2009 IEEE/ACS International Conference on Computer Systems and Applications …, 2009
352009
Prise en compte de l’utilisateur pour la conception d’un SIAD basé sur un processus d’ECD
H Ltifi, MB Ayed, C Kolski, AM Alimi
Proc. ERGO'IA 8, 85-92, 2008
62008
Optimisation de la technique de RBC pour la classification dans un processus de data mining
I Fki, M Ben Ayed, AM Alimi
6ème Conférence Internationale Francophone sur l'Extraction et la Gestion …, 2006
2006
Towards a conception Data bases and application of Data Mining Techniques for Decision Making in Hospital Infection Control project
M Ben Ayed, MA Lajnef, H Kallel, AM Alimi
International symposium on Computational Intelligence and Intelligent …, 2005
2005
Convergence possible des processus du data mining et de conception-évaluation d'IHM: adaptation du modèle en U
MA Lajnef, MB Ayed, C Kolski
Proceedings of the 17th Conference on l'Interaction Homme-Machine, 243-246, 2005
72005
Convergence possible of the data mining process and design-evaluation GUI customization model U
MA Lajnef, MB Ayed, C Kolski
ACM International Conference Proceeding Series 264, 243-246, 2005
2005
Towards an Improvement of Image Segmentation by Cooperative Agents Society Organized as an Irregular Pyramid
A Telmoudi, M Ben Ayed
Signaux Circuits et Système - SCS 2004, 2004
2004
Serological and haematological survey of canine and human ehrlichiosis in the kennels of Tunis and Bizerte (Tunisia).
A Ghorbel, SBHH Zrelli, S Haddad, A Ghram, A Chabchoub, F Landoulsi, ...
Revue de Medecine Veterinaire 151 (5), 429-436, 2000
2000
Asservissement de la ventilation artificielle à la capnographie et à la fréquence totale
M Ben Ayed
Paris 12, 1989
1989
Using Fuzzy logic for usability evaluation of medical visualization
S Amri, H Ltifi, MB Ayed
Multi-agents based architecture for designing visual intelligent Healthcare Monitoring System
H Ellouzi, H Ltifi, MB Ayed
Towards a medical intensive care unit decision support
H Jemal, Z Kechaou, MB Ayed
Index des auteurs Vol. 30,200 o
A Abid, J Acar, I Accoceherry, H Agut, LS Aho, M Akoum Moukahal, ...
Gire 100, 141, 0



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