Knowledge discovery from data streams / João Gama / [Electronic resource]

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Title	Knowledge discovery from data streams / João Gama / [Electronic resource]
LC Call #	QA76.9.A43 G36 2010
Author	Gama, João
Content	Knowledge Discovery from Data Streams
	Introduction to Data Streams
	Change Detection
	Maintaining Histograms from Data Streams
	Evaluating Streaming Algorithms
	Clustering from Data Streams
	Frequent Pattern Mining
	Decision Trees from Data Streams
	Novelty Detection in Data Streams
	Ensembles of Classifiers
	Time Series Data Streams
	Ubiquitous Data Mining
	Final Comments
Subject	Computer algorithms
	Machine learning
	Data mining
ISBN	978-1-4398-2612-6 (E-Book)
	978-1-4398-2611-9 (Hardback)
Published/Created	Boca Raton, FL : Taylor & Francis Group, 2010.
Links	FULLTEXT ACCESS HAVE EXPIRED

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