ENGLISH

Advances in Knowledge Discovery in Databases

By Animesh Adhikari , Jhimli Adhikari (auth.)

Book information

Publisher
Springer International Publishing
Year
2015
ISBN
978-3-319-13211-2, 978-3-319-13212-9
DOI
10.1007/978-3-319-13212-9
Language
english
Format
PDF
Filesize
13 MB (13830760 bytes)
Series
Intelligent Systems Reference Library 79
Edition
1
Pages
370\377
Time added
2015-02-17 02:00:00
Computational Intelligence; Data Mining and Knowle

Description

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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