Data Mining in Time Series Databases

Mark Last ,

ISBN 10: 9812382909 ISBN 13: 9789812382900

Editorial: World Scientific Publishing Company, 2004

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Librer�a: Basi6 International, Irving, TX, Estados Unidos de America Calificaci�n del vendedor: 5 de 5 estrellas

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New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. N� de ref. del art�culo ABEJUNE24-331406

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Sinopsis:

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.

Rese�a del editor: 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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Detalles bibliogr�ficos

T�tulo: Data Mining in Time Series Databases
Editorial: World Scientific Publishing Company
A�o de publicaci�n: 2004
Encuadernaci�n: Encuadernaci�n de tapa dura
Condici�n: Brand New

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Mark Last ,

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Calificaci�n del vendedor: 5 de 5 estrellas

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