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cs.LG2024
Granular Ball K-Class Twin Support Vector Classifier
M. A. Ganaie, Vrushank Ahire, Anouck Girard
This paper introduces the Granular Ball K-Class Twin Support Vector Classifier (GB-TWKSVC), a novel multi-class classification framework that combines Twin Support Vector Machines…
cs.LG2024
Granular Ball Twin Support Vector Machine with Universum Data
M. A. Ganaie, Vrushank Ahire
Classification with support vector machines (SVM) often suffers from limited performance when relying solely on labeled data from target classes and is sensitive to noise and outli…