Fares Grina

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Dempster Shafer

Imbalanced Data

Ensemble Learning

Top Venues

Int. J. Approx. Reason.

Publications

Fares Grina, Zied Elouedi, Eric Lefevre
Evidential Generative Adversarial Networks for Handling Imbalanced Learning. ECSQARU (2023)
Fares Grina, Zied Elouedi, Eric Lefevre
Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning. Int. J. Approx. Reason. 156 (2023)
Fares Grina, Zied Elouedi, Eric Lefevre
Evidential Hybrid Re-sampling for Multi-class Imbalanced Data. IPMU (2) (2022)
Fares Grina, Zied Elouedi, Eric Lefèvre
Déséquilibre multi-classes : une approche évidentielle de rééchantillonnage hybride. LFA (2022)
Fares Grina, Zied Elouedi, Eric Lefevre
Learning from Imbalanced Data Using an Evidential Undersampling-Based Ensemble. SUM (2022)
Fares Grina, Zied Elouedi, Eric Lefevre
Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise. MDAI (2021)
Fares Grina, Zied Elouedi, Eric Lefèvre
Uncertainty-Aware Resampling Method for Imbalanced Classification Using Evidence Theory. ECSQARU (2021)
Fares Grina, Zied Elouedi, Eric Lefevre
A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory. IDEAL (2) (2020)