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0-Step K-means for clustering Wikipedia search results
Abstract This article describes an improvement for This article describes an improvement for K-means algorithm and its application in the form of a system that clusters search results retrieved from Wikipedia. The proposed algorithm eliminates K-means disadvantages and allows one to create a cluster hierarchy. The main contributions of this paper include the following: (1) The concept of an improved K-means algorithm and its application for hierarchical clustering. (2) Description of the WikiClusterSearch system that employs the proposed algorithm to organize Wikipedia search results into clusters.ze Wikipedia search results into clusters.
Abstractsub This article describes an improvement for This article describes an improvement for K-means algorithm and its application in the form of a system that clusters search results retrieved from Wikipedia. The proposed algorithm eliminates K-means disadvantages and allows one to create a cluster hierarchy. The main contributions of this paper include the following: (1) The concept of an improved K-means algorithm and its application for hierarchical clustering. (2) Description of the WikiClusterSearch system that employs the proposed algorithm to organize Wikipedia search results into clusters.ze Wikipedia search results into clusters.
Bibtextype inproceedings  +
Doi 10.1109/INISTA.2011.5946070  +
Has author Szymanski J. + , Wegrzynowicz K. +
Has extra keyword Hier-archical clustering + , Improved K-Means algorithm + , K-means + , K-Means algorithm + , Search results + , Wikipedia + , Intelligent systems + , Clustering algorithms +
Isbn 9781612849195  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 253–257  +
Published in INISTA 2011 - 2011 International Symposium on INnovations in Intelligent SysTems and Applications +
Title 0-Step K-means for clustering Wikipedia search results +
Type conference paper  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 6 November 2014 18:12:53  +
Categories Publications without keywords parameter  + , Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 6 November 2014 18:12:53  +
DateThis property is a special property in this wiki. 2011  +
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