Knowledge Discovery from Data Streams - Couverture rigide

Gama, Joao

9781439826119: Knowledge Discovery from Data Streams

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ISBN 10 : 1439826110 ISBN 13 : 9781439826119

Editeur : Chapman and Hall/CRC, 2010

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Exploring how to extract knowledge structures from evolving and time-changing data, this book presents a coherent overview of state-of-the-art research in learning from data streams. It covers the fundamentals that are imperative to understanding data streams and describes important applications, such as TCP/IP traffic, GPS data, sensor networks, and customer click streams. It also explores advanced areas, such as ubiquitous data stream mining; addresses several challenges of data mining in the future, when stream mining will be at the core of many applications; and includes pseudo-code of more than 30 streaming-like algorithms.

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� propos de l?auteur

Jo�o Gama is an associate professor and senior researcher in the Laboratory of Artificial Intelligence and Decision Support (LIAAD) at the University of Porto in Portugal.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Chapman and Hall/CRC
Date d'�dition: 2010
Langue: anglais
ISBN 10: 1439826110
ISBN 13: 9781439826119
Reliure: Reli�
Num�ro d'�dition: 1
Nombre de pages: 258
Coordonn�es du fabricant: non disponible
Personne responsable: non disponible

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Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Gama, Joao

Edit� par Chapman and Hall/CRC, 2010

ISBN 10 : 1439826110 ISBN 13 : 9781439826119

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Hardback. Etat : Fair. A readable copy of the book which may include some defects such as highlighting and notes. Cover and pages may be creased and show discolouration. N� de r�f. du vendeur GOR014275851

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Knowledge Discovery from Data Streams (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Joao Gama

Edit� par Chapman and Hall/CRC 2010-05-28, 2010

ISBN 10 : 1439826110 ISBN 13 : 9781439826119

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Knowledge Discovery from Data Streams

Joao Gama

Edit� par Taylor & Francis Inc, 2010

ISBN 10 : 1439826110 ISBN 13 : 9781439826119

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Hardback. Etat : New. New copy - Usually dispatched within 4 working days. 607. N� de r�f. du vendeur B9781439826119

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Knowledge Discovery from Data Streams

Joao Gama

Edit� par CRC Press Jun 2010, 2010

ISBN 10 : 1439826110 ISBN 13 : 9781439826119

Neuf Couverture rigide

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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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.The book covers the fundamentals that are imperative to understanding data streams and describes important applications, such as TCP/IP traffic, GPS data, sensor networks, and customer click streams. It also addresses several challenges of data mining in the future, when stream mining will be at the core of many applications. These challenges involve designing useful and efficient data mining solutions applicable to real-world problems. In the appendix, the author includes examples of publicly available software and online data sets.This practical, up-to-date book focuses on the new requirements of the next generation of data mining. Although the concepts presented in the text are mainly about data streams, they also are valid for different areas of machine learning and data mining. 258 pp. Englisch. N� de r�f. du vendeur 9781439826119

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