Data Mining In Time Series Databases (Series in Machine Perception and Artificial Intelligence)




E-Book Name Title for Download :Data Mining In Time Series Databases (Series in Machine Perception and Artificial Intelligence) (Format : pdf)

Plot : Adding the time dimension to realworld databases produces Time Series Databases (TSDB) and introduces new aspects and difficulties to data mining and knowledge discovery. This book covers the stateoftheart 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 graphbased 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.



Author(s) Book :Mark Last; Abraham Kandel; Horst Bunke
E-Book Categories :
Publish Year :2004 Publisher : World Scientific Publishing Company
You can check by ISBN10: 9812382909; ISBN13: 9789812382900
Pages :192

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