Data Mining In Time Series Databases - Couverture rigide

 
9789812382900: Data Mining In Time Series Databases
Couverture rigide
ISBN 10 : 9812382909 ISBN 13 : 9789812382900
Editeur : World Scientific Publishing Co Pte Ltd, 2004

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2004
Langue
anglais
ISBN 10 
9812382909
ISBN 13 
9789812382900
Reliure
Relié
Nombre de pages
204
Éditeur
Bunke Horst, Kandel Abraham, Last Mark
Coordonnées du fabricant
non disponible
Personne responsable
non disponible