Ilef Ben Slima
@crns.rnrt.tn
Assistant Professor
ISMAI-K, CRNS, SM@RTS
RESEARCH, TEACHING, or OTHER INTERESTS
Artificial Intelligence, Computer Science
10
Scopus Publications
25
Scholar Citations
3
Scholar h-index
Scopus Publications
- Navigating pharmacophore space to identify activity discontinuities: a case study with BCR-ABL
Maroua Lejmi, Damien Geslin, Ronan Bureau, Bertrand Cuissart, Ilef Ben Slima, Nida Meddouri, Amel Borgi, Jean‐Luc Lamotte, and Alban Lepailleur
Wiley
AbstractThe exploration of chemical space is a fundamental aspect of chemoinformatics, particularly when one explores a large compound data set to relate chemical structures with molecular properties. In this study, we extend our previous work on chemical space visualization at the pharmacophoric level. Instead of using conventional binary classification of affinity (active vs inactive), we introduce a refined approach that categorizes compounds into four distinct classes based on their activity levels: super active, very active, active, and inactive. This classification enriches the color scheme applied to pharmacophore space, where the color representation of a pharmacophore hypothesis is driven by the associated compounds. Using the BCR‐ABL tyrosine kinase as a case study, we identified intriguing regions corresponding to pharmacophore activity discontinuities, providing valuable insights for structure‐activity relationships analysis. - COVID-19 pandemic's effect on the mental health among the Tunisian general population: Associated factors mining via machine learning
Ilef Ben Slima, Sourour Ammar, Mariem Turki, Wiem Bouattour, and Jihene Aloulou
Elsevier BV - Possibilistic rank-level fusion method for person re-identification
Ilef Ben Slima, Sourour Ammar, and Mahmoud Ghorbel
Springer Science and Business Media LLC - PCMCR: A Novel Conflict Resolution Strategy based on Possibility Theory for Human Activity Recognition
Ilef Ben Slima, Amina Jarraya, Sourour Ammar, and Amel Borgi
Elsevier BV - Attributes regrouping by genetic algorithm in fuzzy inference systems
Maroua Lejmi, Ilef Ben Slima, and Amel Borgi
Elsevier BV - Possibilistic Classifier Combination for Person Re-identification
Ilef Ben Slima, Sourour Ammar, Mahmoud Ghorbel, and Yousri Kessentini
Springer International Publishing - Supervised methods for regrouping attributes in fuzzy rule-based classification systems
Ilef Ben Slima and Amel Borgi
Springer Science and Business Media LLC - Features’ associations in fuzzy ensemble classifiers
Ilef Ben Slima and Amel Borgi
Springer International Publishing - Attributes regrouping by association rules in SUCRAGE
Riadh Zaatour, Amel Borgi, and Ilef Ben Slima
IEEE
We are interested in a supervised learning method by automatic generation of classification rules: SUCRAGE. Premises construction is done by grouping the dependant attributes. This selection in one block of the features is realized by linear correlation research among the training set elements. Only numerical features can be taken into account by linear correlation search. In this article, we propose to extend SUCRAGE to handle symbolic attributes by using another method of regrouping attributes based on Association Rules. This method can detect different types of association between quantitative as well as qualitative attributes. The obtained results in generalization with various data using the built rules are very satisfactory. - Regrouping attributes by association rules in fuzzy inference systems
RECENT SCHOLAR PUBLICATIONS
- Navigating pharmacophore space to identify activity discontinuities: A case study with BCR‐ABL
M Lejmi, D Geslin, R Bureau, B Cuissart, I Ben Slima, N Meddouri, A Borgi, ...
Molecular Informatics 43 (8), e202400050 2024 - P17-Refinement of a ligand activity and representation of topological pharmacophores in a colored network
M Lejmi, D Geslin, B Cuissart, IB Slima, N Meddouri, R Bureau, ...
11emes Journes de la Socit Franaise de Chmoinformatique, 65 2023 - COVID-19 pandemic’s effect on the mental health among the Tunisian general population: Associated factors mining via machine learning
IB Slima, S Ammar, M Turki, W Bouattour, J Aloulou
Scientific African 21, e01804 2023 - Clustering en chmoinformatique pour le raffinement de l'activit des molcules
M Lejmi, IB Slima, B Cuissart, N Meddouri, R Bureau, A Lepailleur, ...
Proceedings of the second Computer Science UTM PhD Symposium, 51-55 2023 - Possibilistic rank-level fusion method for person re-identification
I Ben Slima, S Ammar, M Ghorbel
Neural Computing and Applications 34 (17), 14151-14168 2022 - PCMCR: A novel conflict resolution strategy based on possibility theory for human activity recognition
IB Slima, A Jarraya, S Ammar, A Borgi
Procedia Computer Science 207, 926-935 2022 - Attributes regrouping by genetic algorithm in fuzzy inference systems
M Lejmi, IB Slima, A Borgi
Procedia Computer Science 207, 1037-1046 2022 - Scientific African
A Raimi, A Roopnarain, R Adeleke
2021 - Possibilistic classifier combination for person re-identification
I Ben Slima, S Ammar, M Ghorbel, Y Kessentini
Mediterranean Conference on Pattern Recognition and Artificial Intelligence 2020 - Apprentissage par Regroupement d'Attributs dans les Systmes d'Infrence Floue
IB Slima
Universit de Tunis El Manar 2019 - Apprentissage par Regroupement d'Attributs dans les Systmes d'Infrence Floue.(Regrouping Attributes in Fuzzy Inference Systems).
IB Slima
Tunis El Manar University, Tunisia 2019 - Supervised methods for regrouping attributes in fuzzy rule-based classification systems
I Ben Slima, A Borgi
Applied Intelligence 48 (12), 4577-4593 2018 - Features’ associations in fuzzy ensemble classifiers
I Ben Slima, A Borgi
Database and Expert Systems Applications: 29th International Conference 2018 - Attributes regrouping by association rules in SUCRAGE
R Zaatour, A Borgi, IB Slima
2016 11th International Conference on Intelligent Systems: Theories and 2016 - Attributes regrouping by association rules in the fuzzy inference systems
AB Ilef Ben Slima
EGC 2015 Luxembourg, 317-328 2015 - Regroupement d'attributs par rgles d'association dans les systmes d'infrence floue.
IB Slima, A Borgi, T LR11ES14 LIPAH
EGC, 317-328 2015 - Scientific African
IB Slima, S Ammar, M Turki, W Bouattour, J Aloulou
MOST CITED SCHOLAR PUBLICATIONS
- Supervised methods for regrouping attributes in fuzzy rule-based classification systems
I Ben Slima, A Borgi
Applied Intelligence 48 (12), 4577-4593 2018
Citations: 6 - Attributes regrouping by association rules in the fuzzy inference systems
AB Ilef Ben Slima
EGC 2015 Luxembourg, 317-328 2015
Citations: 5 - Possibilistic rank-level fusion method for person re-identification
I Ben Slima, S Ammar, M Ghorbel
Neural Computing and Applications 34 (17), 14151-14168 2022
Citations: 3 - COVID-19 pandemic’s effect on the mental health among the Tunisian general population: Associated factors mining via machine learning
IB Slima, S Ammar, M Turki, W Bouattour, J Aloulou
Scientific African 21, e01804 2023
Citations: 2 - PCMCR: A novel conflict resolution strategy based on possibility theory for human activity recognition
IB Slima, A Jarraya, S Ammar, A Borgi
Procedia Computer Science 207, 926-935 2022
Citations: 2 - Features’ associations in fuzzy ensemble classifiers
I Ben Slima, A Borgi
Database and Expert Systems Applications: 29th International Conference 2018
Citations: 2 - Regroupement d'attributs par rgles d'association dans les systmes d'infrence floue.
IB Slima, A Borgi, T LR11ES14 LIPAH
EGC, 317-328 2015
Citations: 2 - Attributes regrouping by genetic algorithm in fuzzy inference systems
M Lejmi, IB Slima, A Borgi
Procedia Computer Science 207, 1037-1046 2022
Citations: 1 - Possibilistic classifier combination for person re-identification
I Ben Slima, S Ammar, M Ghorbel, Y Kessentini
Mediterranean Conference on Pattern Recognition and Artificial Intelligence 2020
Citations: 1 - Apprentissage par Regroupement d'Attributs dans les Systmes d'Infrence Floue
IB Slima
Universit de Tunis El Manar 2019
Citations: 1