Data Mining In Time Series And Streaming Databases
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Active Learning
Big Data
Category=UNF
Concept Drift
Data Streams
Episode Mining
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Incremental Learning
Internet of Things
Sequence Mining
Time Series
Product details
- ISBN 9789813228030
- Publication Date: 28 Feb 2018
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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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.
