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.
| ISBN: | 9783319132112 |
| Publication date: | 19th January 2015 |
| Author: | Animesh Adhikari, Jhimli Adhikari |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Hardback |
| Pagination: | 370 pages |
| Series: | Intelligent Systems Reference Library |
| Genres: |
Artificial intelligence Expert systems / knowledge-based systems Data mining |