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.
In this paper we propose two novel methods of ECG classification to discriminate five heart beat types. The first approach combines principal component analysis (PCA) and modified fuzzy one-against-one (MFOAO) method for multiclass categorization. The fuzzy one-against-one method (FOAO) converts the n-class problem of classification to n(n-1)/2 two-class problems, and performs the binary classification...
In the incremental learning process of support vector machines, the non-support vectors which is close to support vector samples are discarded in tradition method. But it is likely to change into the support vector after adding new training samples. To resolve this problem, this paper proposes a new method that combines support vector machine with clustering algorithm. In this method, firstly, use...
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.