Title Adaptive stream mining : pattern learning and mining from evolving data streams / Albert Bifet.

Publication Info.	Amsterdam ; Washington, DC : IOS Press, [2010]
	©2010

Online access
Online eBook. Access restricted to current Rider University students, faculty, and staff.
Instructions for reading/downloading this eBook

Item Status

Description	1 online resource (xii, 212 pages) : illustrations.
Physical Medium	polychrome
Description	text file
Series	Frontiers in artificial intelligence and applications ; v. 207
	Frontiers in artificial intelligence and applications ; v. 207.
Bibliography	Includes bibliographical references (pages 199-212).
Contents	Title page; Contents; Introduction and Preliminaries; Introduction; Preliminaries; Evolving Data Stream Learning; Mining Evolving Data Streams; Adaptive Sliding Windows; Decision Trees; Ensemble Methods; Closed Frequent Tree Mining; Mining Frequent Closed Rooted Trees; Mining Implications from Lattices of Closed Trees; Evolving Tree Data Stream Mining; Mining Adaptively Frequent Closed Rooted Trees; Adaptive XML Tree Classification; Bibliography.
Summary	Contributes to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. This book introduces contributions on several different aspects of the problem, identifying research opportunities and increasing the scope for applications.
Local Note	eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject	Data mining.
	Data mining.
Genre/Form	Electronic books.
	Electronic books.
Other Form:	Print version: Bifet, Albert. Adaptive stream mining. Amsterdam ; Washington, D.C. : IOS Press, ©2010 9781607500902 (DLC) 2009942750 (OCoLC)567148813
ISBN	9781607504726 (online)
	1607504723 (online)
	128260080X
	9781282600805
	9781607500902 (print)
	1607500906 (print)
Standard No.	9786612600807

Title Adaptive stream mining : pattern learning and mining from evolving data streams / Albert Bifet.

Item Status

Library Links

Search Tools