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.
The data model generated by battlefield information is data streams. Because of the rapid data arriving speed and huge size of data set in stream model, novel one-pass algorithms are devised to support data aggregation on demand. VFDT is one of the most successful algorithms for data streams mining, which uses Hoeffding inequality to achieve a probabilistic bound on the accuracy of the tree constructed;...
Wireless distributed sensor systems will enable the reliable monitoring of a variety of environments for both civil and military applications. The data model generated by sensor network is data streams. Because of the rapid data arriving speed and huge size of data set in stream model, novel one-pass algorithms are devised to support data aggregation on demand. In this paper, we focus on data aggregation,...
This paper focuses on continuous attributes handling for mining data stream with concept drift. Data stream is an incremental, online and real time model. Domingos and Hulten have presented a one-pass algorithm. Their system VFDT use Hoeffding inequality to achieve a probabilistic bound on the accuracy of the tree constructed. VFDTpsilas extended version CVFDT handles concept drift efficiently. In...
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.