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.
- ISBN13 9783319132112
- Publish Date 19 January 2015 (first published 1 January 2014)
- Publish Status Active
- Publish Country CH
- Imprint Springer International Publishing AG
- Edition 2015 ed.
- Format Hardcover
- Pages 370
- Language English