TY - BOOK
T1 - Data mining in time series and streaming databases
AU - Last, Mark
AU - Bunke, Horst
AU - Kandel, Abraham
N1 - Publisher Copyright: © 2018 by World Scientific Publishing Co. Pte. Ltd. All rights reserved.
PY - 2018/2
Y1 - 2018/2
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85045596220&partnerID=8YFLogxK
U2 - https://doi.org/10.1142/10655
DO - https://doi.org/10.1142/10655
M3 - Book
SN - 9789813228030
T3 - Series in machine perception and artificial intelligence
BT - Data mining in time series and streaming databases
PB - World Scientific Publishing Co. Pte Ltd
CY - Hackensack New Jersey
ER -