Intelligent Systems Reference Library

Adhikari, Animesh; Adhikari, Jhimli

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.

Details

Published by: Springer

Publication Date: 2015-01-19

Format: Hardcover

ISBN-13: 9783319132112

DOI: 10.1007/978-3-319-13212-9

Dimensions: 235cm x155cm

Pages: 370