IEEE

An Improved Sparrow Search Algorithm for Optimizing Support Vector Machines

Abstract: Support Vector Machine (SVM) is often used in regression and classification problems. However, SVM needs to find proper kernel function to solve high-dimensional problems. We propose an ...
Scientific Research Publishing

Performance Analysis of Support Vector Machine (SVM) on Challenging Datasets for Forest Fire Detection ()

1 Department of Computer Science, Chennai Mathematical Institute, Chennai, India. 2 Department of Mathematics & Computer Science, Chennai Mathematical Institute, Chennai, India. 3 Department of Data ...
IEEE

Improved PSO-SVM-Based Fault Diagnosis Algorithm for Wind Power Converter

Abstract: Due to the complexity of the working environment of wind power generation systems, wind turbine power converters (WPC) can experience different types of faults. Traditional fault diagnosis ...
Frontiers

Research on the Rotor Fault Diagnosis Method Based on QPSO-VMD-PCA-SVM

The rotor system is a core part of rotating machinery equipment. Its safe and reliable operation directly affects the economic benefit of using the equipment and the personal safety of users. To fully ...