Data Mining In Time Series Databases (Series in Machine Perception
and Artificial Intelligence) (Hardcover)
Author........: Mark Last
Publisher.....: World Scientific Pub Co Inc ISBN...............: 9812382909
Release Date..: 11-06-05 Publication Date...: November, 2004
FORMAT........: PDF Genre..............: IT
Packager......: kB Supplier...........: kB
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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.
http://www.amazon.com/exec/obidos/tg/detail/-/9812382909/
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