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Data Mining In Time Series Databases Mark Last Abraham Kandel

  • SKU: BELL-918848
Data Mining In Time Series Databases Mark Last Abraham Kandel
$ 31.00 $ 45.00 (-31%)

4.1

30 reviews

Data Mining In Time Series Databases Mark Last Abraham Kandel instant download after payment.

Publisher: World Scientific
File Extension: PDF
File size: 3.06 MB
Pages: 205
Author: Mark Last, Abraham Kandel, Horst Bunke
ISBN: 9789812382900, 9812382909
Language: English
Year: 2004

Product desciption

Data Mining In Time Series Databases Mark Last Abraham Kandel by Mark Last, Abraham Kandel, Horst Bunke 9789812382900, 9812382909 instant download after payment.

Adding the time dimension to real-world databases produces TimeSeries Databases (TSDB) and introduces new aspects and difficultiesto data mining and knowledge discovery. This book covers thestate-of-the-art methodology for mining time series databases. Thenovel data mining methods presented in the book include techniquesfor efficient segmentation, indexing, and classification of noisy anddynamic time series. A graph-based method for anomaly detection intime series is described and the book also studies the implicationsof a novel and potentially useful representation of time series asstrings. The problem of detecting changes in data mining models thatare induced from temporal databases is additionally discussed.

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