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Data Mining In Time Series Databases

Edited by Horst Bunke, Edited by Abraham Kandel, Edited by Mark Last

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normal price: R 4 773.95

Price: R 4 295.95


| book description |

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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Normally shipped | Usually dispatched in 3 to 4 weeks as supplier is out of stock
Publisher | World Scientific Publishing Co Pte Ltd
Published date | 29 Jun 2004
Language |
Format | Hardback
Pages | 204
Dimensions | 0 x 0 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-9-8123-8290-0
Readership Age |
BISAC | computers / database management / general


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