Profile mounir Ben Ayed

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
Scientific publications
Title Cited by Year
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

0 2024
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

0 2024
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

10 2024
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

5 2024
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

8 2024