New Methods for Mining Sequential and Time Series Data

Name: New Methods for Mining Sequential and Time Series Data
Brand: VDM Verlag
SKU: 9783639257748
Price: 1555 CZK
Availability: InStock

Sequential and Time Series Data Mining

Autor: Ghazi Al-Naymat

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: Skladem u dodavatele

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1 555 Kč

Data mining is the process of extracting knowledge from large amounts of data. It covers a variety o...

Informace o knize

Autor

Ghazi Al-Naymat

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

264

EAN

9783639257748

ISBN

363925774X

Enbook ID

06833189

Vydavatel

VDM Verlag

Hmotnost

390

Rozměry

152 x 229 x 15

Kompletní popis

Data mining is the process of extracting knowledge from large amounts of data. It covers a variety of techniques aimed at discovering diverse types of patterns on the basis of the requirements of the domain. These techniques include association rules mining, classification, cluster analysis and outlier detection. The availability of applications that produce massive amounts of spatial, spatio-temporal (ST) and time series data (TSD) is the rationale for developing specialized techniques to excavate such data. This book defines key concepts in the field of data mining, and presents an overview of previous work in the areas of spatial, spatio-temporal and time series mining. In addition to that, the book provides details about three new data mining techniques, which have been developed to extract specific type of patterns within the large sequential and time series data. If you are interested in databases, and have not been following the data mining field, this book is a great way to catch up on this exciting progress more specifically in the sequential and time series domains.

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New Methods for Mining Sequential and Time Series Data

Sequential and Time Series Data Mining

Informace o knize

Kompletní popis

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