IEEE

An Adaptive Robust Support Vector Machine with Sequential Minimal Optimization for Imbalanced Data Classification

Abstract: Class imbalanced classification presents a considerable difficulty in machine learning, as conventional algorithms typically exhibit bias towards the majority class, compromising minority ...
IEEE

Four Circuit Transmission Line Fault Detection and Classification Method using Wavelet Packet Transform and Support Vector Machines

Abstract: In this study, a maximal overlap discrete wavelet packet (MODWP) transforms and support vector machine has been reported using currents in the four-circuit overhead transmission line (FCOTL) ...