Hasna Chamlal

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
LI-HML detector: a unified framework for network traffic attack classification.
Int. J. Mach. Learn. Cybern.
Hajar Kamel, Hasna Chamlal, Tayeb Ouaderhman
2025 J jnl
A graph partitioning-based hybrid feature selection method in microarray datasets.
Knowl. Inf. Syst.
Abdelali Oubaouzine, Tayeb Ouaderhman, Hasna Chamlal
2025 J jnl
A new filter based-instance selection for high dimensional data classification.
Eng. Appl. Artif. Intell.
Basma El Mourtji, Tayeb Ouaderhman, Hasna Chamlal
2025 J jnl
AL-FEW: An enhanced approach for optimized query examples through feature weighting in active learning.
Expert Syst. Appl.
Chourouk Elokri, Tayeb Ouaderhman, Hasna Chamlal
2025 J jnl
An ensemble classifier combining Dempster-Shafer theory and feature selection methods aggregation strategy.
Appl. Soft Comput.
Hasna Chamlal, Fatima Ezzahra Rebbah, Tayeb Ouaderhman
2024 — conf
A Stacking Ensemble Classifier with GAN-SFLA for Improved Diagnosis in Imbalanced Healthcare Data.
EUSPN/ICTH
Hasna Chamlal, Hajar Kamel, Tayeb Ouaderhman
2024 J jnl
A hybrid multi-criteria meta-learner based classifier for imbalanced data.
Knowl. Based Syst.
Hasna Chamlal, Hajar Kamel, Tayeb Ouaderhman
2024 J jnl
A new filter-based gene selection approach in the DNA microarray domain.
Expert Syst. Appl.
Tayeb Ouaderhman, Hasna Chamlal, Fatima Zahra Janane
2024 J jnl
A preordonance-based decision tree method and its parallel implementation in the framework of Map-Reduce.
Appl. Soft Comput.
Hasna Chamlal, Fadwa Aaboub, Tayeb Ouaderhman
2024 J jnl
Elastic net-based high dimensional data selection for regression.
Expert Syst. Appl.
Hasna Chamlal, Asmaa Benzmane, Tayeb Ouaderhman
2024 J jnl
Maximal cliques-based hybrid high-dimensional feature selection with interaction screening for regression.
Neurocomputing
Hasna Chamlal, Asmaa Benzmane, Tayeb Ouaderhman
2023 J jnl
Feature selection in high dimensional data: A specific preordonnances-based memetic algorithm.
Knowl. Based Syst.
Hasna Chamlal, Tayeb Ouaderhman, Basma El Mourtji
2022 J jnl
A graph based preordonnances theoretic supervised feature selection in high dimensional data.
Knowl. Based Syst.
Hasna Chamlal, Tayeb Ouaderhman, Fadwa Aaboub
2022 J jnl
A hybrid feature selection approach for Microarray datasets using graph theoretic-based method.
Inf. Sci.
Hasna Chamlal, Tayeb Ouaderhman, Fatima Ezzahra Rebbah