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.
Support vector machines belong to the group of methods of supervised learning. They generate non-linear models with good generalization abilities. The core of SVMs algorithm is the quadratic program which is solved for obtaining the optimal separating hyperplane. Because finding the solution of this quadratic program is computationally expensive, SVMs are not feasible for very large data sets. As...
The aim o f this paper is to analyse the relatively new clustering method -
Support Vector Clustering (SVC) in terms o f fulfilling admissibility conditions. The
results are compared within a group o f four other clustering methods.
Since it is not possible to assess which clustering method is the "best" in general,
given a specific problem the user can decide which method to apply considering...
Support Vector Machines (SVMs) belong to the group of Data Mining and Machine
Learning methods. SVMs are considered to be one of the best classification methods in
terms of performance measure. The biggest disadvantage of SVMs is their lack of interpretability.
Additional procedures can be applied that enable knowledge extraction. We present such
a procedure that uses the information embedded...
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.