Advances in Knowledge Discovery in Databases (Intelligent Systems Reference Library) by Animesh Adhikari and Jhimli Adhikari
English | 2014 | ISBN: 3319132113 | 370 pages | PDF | 13 MB
English | 2014 | ISBN: 3319132113 | 370 pages | PDF | 13 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.