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.
More and more Web services are emerging in the Internet with development of service computing over the past decade. The web service in SOA system naturally forms into some service community during execution process. Mining and analysis Web service community will help design SOA system and support Web service application effectively. This article addresses the problem of how to discovering Web services...
This paper gives a new image feature extraction technique coined two-dimensional clustering-based discriminant analysis (2DCDA), which is based on 2D image matrices for constructing the scatter matrices and assumes that the data obeys the multimodal distribution. The detailed procedure of 2DCDA is to first partition each class of the data into multiple clusters via fast 2D global k-means clustering...
In this paper, we explore a new problem of simultaneously mining diagnostic genes and specific phenotypes from microarray data using unsupervised method. A novel type of cluster called LC-Cluster is proposed to address this problem. The idea behind the solution is motivated by recent biological discovery and origins from current bicluster model or emerging pattern, but differs substantially from either...
Currently, pattern-based and tendency-based models are very popular for clustering co-regulated genes. In this paper, we propose another novel model, namely g-Cluster. The proposed model has the following advantages: (1) find positive and negative co-regulated genes in a shot, (2) get away from the restriction of magnitude transformation relationship among genes, and (3) guarantee quality of clusters...
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.