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Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams: Frontiers in Artificial Intelligence and Applications

Autor A. Bifet
en Limba Engleză Hardback – 31 ian 2010
Pattern Learning and Mining from Evolving Data Streams Volume 207 Frontiers in Artificial Intellige. This book is a significant contribution to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. It introduces new contributions on several different aspects of the problem, identifying research opportunities and increasing the scope for applications. It also includes an in-depth study of stream mining and a theoretical analysis of proposed methods and algorithms. The first section is concerned with the use of an adaptive sliding window algorithm
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Specificații

ISBN-13: 9781607500902
ISBN-10: 1607500906
Pagini: 226
Ilustrații: Illustrations
Dimensiuni: 156 x 234 x 14 mm
Greutate: 0.49 kg
Editura: IOS PRESS
Seria Frontiers in Artificial Intelligence and Applications