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Data mining in time series and streaming databases / editors Mark Last

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This compendium is a completely revised version of an earlier book, Data Mining in Time Series Databases, by the same editors. It provides a unique collection of new articles written by leading experts that account for the latest developments in the field of time series and data stream mining.

The emerging topics covered by the book include weightless neural modeling for mining data streams, using ensemble classifiers for imbalanced and evolving data streams, document stream mining with active learning, and many more. In particular, it addresses the domain of streaming data, which has recently become one of the emerging topics in Data Science, Big Data, and related areas. Existing titles do not provide sufficient information on this topic.

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Detail Information

Series Title

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Call Number

006.312 LAS d

Publisher

London : World Scientific., 2018

Collation

xxiv, 171 hal: ilus ; 24 cm.

Language

English

ISBN/ISSN

9789813228030

Classification

006.312

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Media Type

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Carrier Type

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Edition

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Subject(s)

telecommunication
Data Mining
Big data

Specific Detail Info

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Statement of Responsibility

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