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Conceptual clustering
Abstract Traditional clustering methods are unable Traditional clustering methods are unable to describe the generated clusters. Conceptual clustering is an important and active research area that aims to efficiently cluster and explain the data. Previous conceptual clustering approaches provide descriptions that do not use a human comprehensible knowledge. This paper presents an algorithm which uses Wikipedia concepts to process a clustering method. The generated clusters overlap each other and serve as a basis for an information retrieval system. The method has been implemented in order to improve the performance of the system. It reduces the computation cost.e system. It reduces the computation cost.
Abstractsub Traditional clustering methods are unable Traditional clustering methods are unable to describe the generated clusters. Conceptual clustering is an important and active research area that aims to efficiently cluster and explain the data. Previous conceptual clustering approaches provide descriptions that do not use a human comprehensible knowledge. This paper presents an algorithm which uses Wikipedia concepts to process a clustering method. The generated clusters overlap each other and serve as a basis for an information retrieval system. The method has been implemented in order to improve the performance of the system. It reduces the computation cost.e system. It reduces the computation cost.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-55038-6_1  +
Has author Boubacar A. + , Niu Z. +
Has extra keyword Data mining + , Electrical engineering + , Information retrieval + , Mathematical techniques + , Clustering + , Clustering methods + , Computation costs + , Concept analysis + , Conceptual clustering + , Traditional clustering + , Wikipedia + , Information technology +
Has keyword Clustering + , Concept analysis + , Data mining + , Information retrieval +
Isbn 9783642550379  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 1–8  +
Published in Lecture Notes in Electrical Engineering +
Title Conceptual clustering +
Type conference paper  +
Volume 309 LNEE  +
Year 2014 +
Creation dateThis property is a special property in this wiki. 7 November 2014 09:45:46  +
Categories 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. 7 November 2014 09:45:46  +
DateThis property is a special property in this wiki. 2014  +
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