Knowledge Discovery from Data Streams

Joao Gama, "Knowledge Discovery from Data Streams"
C R C | 2010 | ISBN: 1439826110 | PDF | 255 pages | 5,2 MB

Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imposed new constraints on the design of learning algorithms. Exploring how to extract knowledge structures from evolving and time-changing data, Knowledge Discovery from Data Streams presents a coherent overview of state-of-the-art research in learning from data streams.