Overview

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.

ISBN-13

9789812382900

ISBN-10

9812382909

Weight

0.95 Pounds

Dimensions

6.20 x 0.70 x 9.00 In

List Price

$129.00

Format

Hardcover

Language

English

Pages

200 pages

Publisher

World Scientific Publishing Company

Published On

2004-06-01



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