Data Mining In Time Series Databases

Name: Data Mining In Time Series Databases
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789812382900
Price: 3053 CZK
Availability: InStock

Autor: Kandel Abraham

Jazyk:

Vazba: Pevná

Vydavatel: World Scientific Publishing Co Pte Ltd

Dostupnost: 50 % šance

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Adding the time dimension to real-world databases produces Time Series Databases (TSDB) and introduc...

Informace o knize

Autor

Kandel Abraham

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2004

Stránek

204

EAN

9789812382900

ISBN

9812382909

Enbook ID

05067447

Vydavatel

World Scientific Publishing Co Pte Ltd

Hmotnost

431

Rozměry

157 x 229 x 18

Kompletní popis

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 manual examines 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 text 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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Data Mining In Time Series Databases

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