Time Series Data Mining: Monograph on Data Mining

D., Venkatesan, R., Karnaboopathy

ISBN 10: 6202512490 / ISBN 13: 9786202512497

Editore: LAP LAMBERT Academic Publishing, 2020

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New. Codice articolo D8S0-3-M-6202512490-6

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

Casa editrice: LAP LAMBERT Academic Publishing

Data di pubblicazione: 2020

Legatura: paperback

Condizione: New

Tipologia articolo: book

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Riassunto:

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.