Data Mining in Time Series Databases

Mark Last ,

ISBN 10: 9812382909 / ISBN 13: 9789812382900

Verlag: World Scientific Publishing Company, 2004

New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Bestandsnummer des Verkäufers ABEJUNE24-331406

Inhaltsangabe:

Adding the time dimension to real-world databases produces Time Series Databases (TSDB) and introduces new aspects and difficulties to data mining and knowledge discovery. This book covers the state-of-the-art methodology for mining time series databases. The novel data mining methods presented in the book include techniques for efficient segmentation, indexing, and classification of noisy and dynamic time series. A graph-based method for anomaly detection in time series is described and the book also studies the implications of a novel and potentially useful representation of time series as strings. The problem of detecting changes in data mining models that are induced from temporal databases is additionally discussed.

Bibliografische Details

Titel: Data Mining in Time Series Databases
Verlag: World Scientific Publishing Company
Erscheinungsdatum: 2004
Einband: Hardcover
Zustand: Brand New