Time Series Data Mining: Monograph on Data Mining

D., Venkatesan, R., Karnaboopathy

ISBN 10: 6202512490 / ISBN 13: 9786202512497

Edité par LAP LAMBERT Academic Publishing, 2020

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New. N° de réf. du vendeur D8S0-3-M-6202512490-6

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Titre : Time Series Data Mining: Monograph on Data ...

Éditeur : LAP LAMBERT Academic Publishing

Date d'édition : 2020

Reliure : paperback

Etat : New

Type de livre : book

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Synopsis :

The time series data mining (TSDM) framework is a fundamental contribution to the fields of time series and data mining. Methods based on the time series data mining framework are able to successfully characterize and predict complex, non-parametric, irregular and chaotic time series. The time series data mining methods overcome limitations (including stationarity and linearity requirements) of traditional time series analysis technique by adapting data mining concepts for analyzing time series.