Fares Grina

According to our database, Fares Grina authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning.

Fares Grina, Zied Elouedi, Eric Lefevre

Int. J. Approx. Reason., May, 2023

Evidential Generative Adversarial Networks for Handling Imbalanced Learning.

Fares Grina, Zied Elouedi, Eric Lefevre

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023

2022

Learning from Imbalanced Data Using an Evidential Undersampling-Based Ensemble.

Fares Grina, Zied Elouedi, Eric Lefevre

Proceedings of the Scalable Uncertainty Management - 15th International Conference, 2022

Déséquilibre multi-classes : une approche évidentielle de rééchantillonnage hybride.

Fares Grina, Zied Elouedi, Eric Lefèvre

Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

Evidential Hybrid Re-sampling for Multi-class Imbalanced Data.

Fares Grina, Zied Elouedi, Eric Lefevre

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise.

Fares Grina, Zied Elouedi, Eric Lefevre

Proceedings of the Modeling Decisions for Artificial Intelligence, 2021

Uncertainty-Aware Resampling Method for Imbalanced Classification Using Evidence Theory.

Fares Grina, Zied Elouedi, Eric Lefèvre

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2021

2020

A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory.

Fares Grina, Zied Elouedi, Eric Lefevre

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020