A Data Mining Approach For Non-Redundant Frequent Patterns

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64,90 

ISBN: 3659897191
ISBN 13: 9783659897191
Autor: Rajanala, Vijaya Prakash
Verlag: LAP LAMBERT Academic Publishing
Umfang: 208 S.
Erscheinungsdatum: 22.06.2016
Auflage: 1/2016
Format: 1.4 x 22 x 15
Gewicht: 328 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 9556008 Kategorie:

Beschreibung

In todays electronic world vast amounts of knowledge is stored within many datasets and databases. These datasets or databases contain huge amount of hidden patterns or knowledge. Often these patterns or knowledge is not immediately accessible, but rather has to be mined or extracted. This requires Knowledge discovery techniques and tools and they need to be effective and efficient. Association rule mining is one of the Knowledge discovery techniques, used to obtain the pattern based knowledge stored in datasets or databases. These frequent patterns and Association rules exist between the items or attributes of a datasets. However, the Association rule minings extracted number of rules can be very big. In order to effectively use the Association rules and the knowledge or information within, the rules needs to be kept manageable. Thus it is necessary to have a method to reduce the number of Association rules. However, there is no loss of knowledge or information through this process.

Autorenporträt

Dr Vijaya Prakash Rajanala received PhD Degree from Kakatiya University in 2013, M.Tech from Punjabi University, Patiala in 2003 and MCA degree from Kakatiya University, Warangal in 1998. Currently He is working as Professor & Head in the Department of Computer Science and Engineering, SR Engineering College, Warangal.

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