Advances in Knowledge Discovery in Databases
Autor: | Animesh Adhikari, Jhimli Adhikari |
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EAN: | 9783319132129 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 27.12.2014 |
Kategorie: | |
Schlagworte: | Data Mining Intelligent Systems KDD Knowledge Discovery in Databases Market Based Database Multiple Related Database Time-stamped Database |
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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.