The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
Twin support vector regression (TSVR) was proposed recently as a novel regressor that tries to find a pair of nonparallel planes, i.e. ε-insensitive up- and down-bound, by solving two related SVM-type problems. Though TSVR exhibits good performance compared with conventional methods like SVR, it suffers from several issues. In this paper, we propose a novel regression algorithm called Robust and Sparse...
Support vector regression (SVR) is a typical regression method, and has been successfully applied in many practical problems such as financial engineering. However, the conventional SVR depends mainly on the size of ε-insensitive margin which is unsuitable especially when samples are volatile and noisy. In this paper, we proposed a novel regression algorithm, termed as v-support vector regression...
As advances in green automotives, hybrid electric vehicle (BEV) has being given more and more attention in recent years. The power management control strategy of BEV is the key problem that determines the efficiency and pollution emission level of the BEV, which requires the forecast of driving load situation of BEV in advance. This paper proposes an efficient approach for forecasting the driving...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.