Data Mining In Time Series Databases: 57 - Rilegato

 
9789812382900: Data Mining In Time Series Databases: 57
Rilegato
ISBN 10: 9812382909 ISBN 13: 9789812382900
Casa editrice: World Scientific Pub Co Inc, 2004

Sinossi

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.

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Editore
World Scientific Pub Co Inc
Data di pubblicazione
2004
Lingua
Inglese
ISBN 10 
9812382909
ISBN 13 
9789812382900
Rilegatura
Copertina rigida
Numero di pagine
192
Redattore
Last Mark, Kandel Abraham, Bunke Horst
Contatto del produttore
non disponibile
Persona responsabile
non disponibile