Data Mining In Time Series And Streaming Databases: 83 (Series In Machine Perception And Artificial Intelligence) - Hardcover

Book 3 of 9: Machine Perception and Artificial Intelligence

Mark Last; Horst Bunke; Abraham Kandel

 
9789813228030: Data Mining In Time Series And Streaming Databases: 83 (Series In Machine Perception And Artificial Intelligence)
Hardcover
ISBN 10: 9813228032 ISBN 13: 9789813228030
Publisher: World Scientific Publishing Company, 2018

Synopsis

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.

"synopsis" may belong to another edition of this title.

Publisher
World Scientific Publishing Company
Publication date
2018
Language
English
ISBN 10 
9813228032
ISBN 13 
9789813228030
Binding
Hardcover
Number of pages
196