IEEE

GMM Weighted Pinball Loss Twin Support Vector Machine

Abstract: General twin support vector machine with pinball loss function uses pinball loss function which produce noise insensitivity and resampling stability. However, Pin-GTSVM gives same weights to ...
IEEE

A Support Vector Machine with Elastic Net Regularization and Radial Basis Function based Spectrum Sensing for Cognitive Radio Networks

Abstract: In recent years, communication technologies are growing significantly and Cognitive Radio (CR) networks is an expert system to adjust the radio spectrum. However, wireless communication ...