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.
Least squares support vector regression is presented in gross industrial output value prediction in the paper. Least squares support vector regression is a kind modified support vector regression. It can solve a convex quadratic programming problem, which has higher performance than support vector regression. The data of gross industrial output value in Fujian province from 1990 to 2006 are employed...
Detection Principle of carrier catalytic methane sensor is introduced and the nonlinear problem of the sensor is indicated. In order to enhance the measure precision of the methane sensor, the nonlinear compensation model was set up by adopting Least Squares Support Vector Regression which is an Support Vector Machines version that works with a least squares cost function, Support Vector Machines...
This paper deals with the application of least squares support vector regression (LS-SVR) with radial basis function (RBF) kernel in dam crack forecasting. In the process of LS-SVR, we performed the standard grid search and particle swarm optimization (PSO) to tune hyperparameters of LS-SVR. The results demonstrate that our PSO approach can identify optimal or near optimal parameters faster than the...
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.