Classification and Clustering for Knowledge Discovery (Studies in Computational Intelligence, 4) - Softcover
Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. "Classification and Clustering for Knowledge Discovery" also includes variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications.
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- PublisherSpringer
- Publication date2010
- ISBN 10 3642065422
- ISBN 13 9783642065422
- BindingPaperback
- Number of pages368
- EditorHalgamuge Saman K., Wang Lipo
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Classification and Clustering for Knowledge Discovery (Studies in Computational Intelligence, 4)
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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. 'Classification and Clustering for Knowledge Discovery' also includes variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications. 368 pp. Englisch. Seller Inventory # 9783642065422
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Book Description Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in. Seller Inventory # 5045645
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Classification and Clustering for Knowledge Discovery
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Book Description Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. 'Classification and Clustering for Knowledge Discovery' also includes variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications. Seller Inventory # 9783642065422
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Book Description Condition: New. Editor(s): Halgamuge, Saman K.; Wang, Lipo. Series: Studies in Computational Intelligence. Num Pages: 368 pages, 90 black & white tables, biography. BIC Classification: UY. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 19. Weight in Grams: 563. . 2010. 1st ed. Softcover of orig. ed. 2005. Paperback. . . . . Seller Inventory # V9783642065422
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Classification and Clustering for Knowledge Discovery
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Book Description Condition: New. Editor(s): Halgamuge, Saman K.; Wang, Lipo. Series: Studies in Computational Intelligence. Num Pages: 368 pages, 90 black & white tables, biography. BIC Classification: UY. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 19. Weight in Grams: 563. . 2010. 1st ed. Softcover of orig. ed. 2005. Paperback. . . . . Books ship from the US and Ireland. Seller Inventory # V9783642065422
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