A Novel Handwritten Digits Recognition Method based on Subclass Low Variances Guided Support Vector Machine. - Soumaya Nheri; Riadh Ksantini; Mouhamed Bécha Kaâniche; Adel Bouhoula (VISIGRAPP (4: VISAPP), 2018)

A Novel Dispersion Covariance-guided One-Class Support Vector Machines. - Soumaya Nheri; Riadh Ksantini; Mohamed Bécha Kaâniche; Adel Bouhoula (VISIGRAPP (4: VISAPP), 2020)

Human Face Detection Improvement using Subclass Learning and Low Variance Directions. - Soumaya Nheri (ISCC, 2023)

Exploiting scatter matrix on one-class support vector machine based on low variance direction. - Soumaya Nheri; Riadh Ksantini; Mohamed Bécha Kaâniche; Adel Bouhoula (Intell. Data Anal., 2023)