Animesh Adhikari, Jhimli Adhikari, "Advances in Knowledge Discovery in Databases"
English | 2015 | pages: 377 | ISBN: 3319366068 | PDF | 13,2 mb
English | 2015 | pages: 377 | ISBN: 3319366068 | PDF | 13,2 mb
This book presents recent advances in Knowledge discovery in databases (KDD) with a focus on the areas of market basket database, time-stamped databases and multiple related databases. Various interesting and intelligent algorithms are reported on data mining tasks. A large number of association measures are presented, which play significant roles in decision support applications. This book presents, discusses and contrasts new developments in mining time-stamped data, time-based data analyses, the identification of temporal patterns, the mining of multiple related databases, as well as local patterns analysis.
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