Cover image for Knowledge discovery from data streams
Title:
Knowledge discovery from data streams
Author:
Gama, Joao., author.
ISBN:
9780429103797

9781466533912
Physical Description:
1 online resource (255 pages)
Series:
Chapman & Hall/CRC data mining and knowledge discovery series

Chapman & Hall/CRC data mining and knowledge discovery series.
Contents:
chapter 1 Knowledge Discovery from Data Streams -- chapter 2 Introduction to Data Streams -- chapter 3 Change Detection -- chapter 4 Maintaining Histograms from Data Streams -- chapter 5 Evaluating Streaming Algorithms -- chapter 6 Clustering from Data Streams -- chapter 7 Frequent Pattern Mining -- chapter 8 Decision Trees from Data Streams -- chapter 9 Novelty Detection in Data Streams -- chapter 10 Ensembles of Classifiers -- chapter 11 Time Series Data Streams -- chapter 12 Ubiquitous Data Mining -- chapter 13 Final Comments.
Subject Term:
Computer algorithms.

Machine learning.

Data mining.
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 E-Book 544752-1001 QA76.9 .A43 G354 2010
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