Soraya Cheriguene

According to our database, Soraya Cheriguene authored at least 8 papers between 2016 and 2022.

Collaborative distances:

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

2022

Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning.

Abderraouf Zoghbi, Maroua Benleulmi, Soraya Cheriguene, Nabiha Azizi, Samira Lagrini, S. Nadine Layeb

Proceedings of the Intelligent Systems and Pattern Recognition, 2022

2021

A new hybrid system combining active learning and particle swarm optimisation for medical data classification.

Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani

Int. J. Bio Inspired Comput., 2021

2020

Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification.

Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani, Monther Aldwairi, Nadjette Dendani

Cogn. Comput., 2020

2019

A new hybrid classifier selection model based on mRMR method and diversity measures.

Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Amel Ziani

Int. J. Mach. Learn. Cybern., 2019

Combining RSS-SVM with genetic algorithm for Arabic opinions analysis.

Amel Ziani, Nabiha Azizi, Djamel Zenakhra, Soraya Cheriguene, Monther Aldwairi

Int. J. Intell. Syst. Technol. Appl., 2019

2018

Robust feature selection algorithm based on transductive SVM wrapper and genetic algorithm: application on computer-aided glaucoma classification.

Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Djamel Zenakhra, Soraya Cheriguene, Nilanjan Dey, Amira S. Ashour

Int. J. Intell. Syst. Technol. Appl., 2018

2016

Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms.

Soraya Cheriguene, Nabiha Azizi, Nawel Zemmal, Nilanjan Dey, Hayet Djellali, Nadir Farah

Proceedings of the Applications of Intelligent Optimization in Biology and Medicine, 2016

Classifier Ensemble Selection Based on mRMR Algorithm and Diversity Measures: An Application of Medical Data Classification.

Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Corina Anca Mnerie, Teodora Olariu, Fuqian Shi

Proceedings of the Soft Computing Applications, 2016