Parametric-margin projection twin support matrix machine and its application in fault diagnosis of roller bearing

M Wang, A Tang, N Xie, H Pan - Journal of Vibration and …, 2024 - journals.sagepub.com
Support matrix machine (SMM) is an innovative classifier that accepts matrix as inputs to
make full use of the structure information between matrices. However, SMM aims at …

Noisy label relabeling by nonparallel support vector machine

A Sahleh, M Salahi - Iranian Journal of Numerical Analysis and …, 2024 - ijnao.um.ac.ir
In machine learning, models are derived from labeled training data where labels signify
classes and features define sample attributes. However, noise from data collection can …