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Advances in Knowledge Discovery in Databases
Hardcover
Series: Intelligent Systems Reference Library, Book 79
Technology & EngineeringDatabasesGeneral Computers
ISBN13: 9783319132112
Publisher: Springer Nature
Published: Jan 19 2015
Pages: 370
Weight: 1.58
Height: 0.88 Width: 6.14 Depth: 9.21
Language: English
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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