Advances in Knowledge Discovery in Databases (Intelligent Systems Reference Library)

Adhikari, Animesh; Adhikari, Jhimli

ISBN 10: 3319132113 / ISBN 13: 9783319132112

Editore: Springer, 2015

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Codice articolo 18372178965

Dati bibliografici

• Titolo: Advances in Knowledge Discovery in Databases (Intelligent Systems Reference Library)
• Editore: Springer
• Data di pubblicazione: 2015
• Lingua: Inglese
• ISBN 10: 3319132113
• ISBN 13: 9783319132112
• Rilegatura: Rilegato
• Condizione: New

Descrizione articolo

Riassunto

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.