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DATA MINING IN TIME SERIES DATABASES: 57 (SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE) - Tapa dura

 
9789812382900: DATA MINING IN TIME SERIES DATABASES: 57 (SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE)
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ISBN 10: 9812382909 ISBN 13: 9789812382900
Editorial: World Scientific Publishing Co Pte Ltd, 2004

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.

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Reseña 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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
World Scientific Publishing Co Pte Ltd
Año de publicación
2004
Idioma
Inglés
ISBN 10 
9812382909
ISBN 13 
9789812382900
Encuadernación
Tapa dura
Número de páginas
204
Editor
Last Mark, Kandel Abraham, Bunke Horst
Contacto del fabricante
no disponible
Persona responsable
no disponible