Orthogonal wavelet support vector machine for predicting crude oil prices

• Main Authors: Chiroma, Haruna, Abdul-Kareem, Sameem, Abubakar, Adamu, Zeki, Akram M., Usman, Mohammed Joda
• 格式: Proceeding Paper
• 語言: English; English
• 出版: Springer 2014
• 主題: T Technology (General)
• 在線閱讀: http://irep.iium.edu.my/36930/4/Orthogonal_Wavelet_Support_Vector_Machine_for_Predicting_Crude_Oil_Prices%2B.pdf; http://irep.iium.edu.my/36930/7/36930_Orthogonal%20wavelet%20support%20vector%20machine%20for%20predicting%20crude%20oil%20prices.SCOPUS.pdf; http://irep.iium.edu.my/36930/; http://link.springer.com/chapter/10.1007%2F978-981-4585-18-7_23

Previous studies mainly used radial basis, sigmoid, polynomial, linear, and hyperbolic functions as the kernel function for computation in the neurons of conventional support vector machine (CSVM) whereas orthogonal wavelet requires less number of iterations to converge than these listed kernel func...