Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination: 519 (Studies in Computational Intelligence, 519) - Hardcover

Wozniak, Michal

 
9783642409967: Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination: 519 (Studies in Computational Intelligence, 519)
Hardcover
ISBN 10: 3642409962 ISBN 13: 9783642409967
Publisher: Springer, 2013

Synopsis

This book delivers a definite and compact knowledge on how hybridization can help improving the quality of computer classification systems. In order to make readers clearly realize the knowledge of hybridization, this book primarily focuses on introducing the different levels of hybridization and illuminating what problems we will face with as dealing with such projects. In the first instance the data and knowledge incorporated in hybridization were the action points, and then a still growing up area of classifier systems known as combined classifiers was considered. This book comprises the aforementioned state-of-the-art topics and the latest research results of the author and his team from Department of Systems and Computer Networks, Wroclaw University of Technology, including as classifier based on feature space splitting, one-class classification, imbalance data, and data stream classification.

"synopsis" may belong to another edition of this title.

From the Back Cover

This book delivers a definite and compact knowledge on how hybridization can help improving the quality of computer classification systems. In order to make readers clearly realize the knowledge of hybridization, this book primarily focuses on introducing the different levels of hybridization and illuminating what problems we will face with as dealing with such projects. In the first instance the data and knowledge incorporated in hybridization were the action points, and then a still growing up area of classifier systems known as combined classifiers was considered. This book comprises the aforementioned state-of-the-art topics and the latest research results of the author and his team from Department of Systems and Computer Networks, Wroclaw University of Technology, including as classifier based on feature space splitting, one-class classification, imbalance data, and data stream classification.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2013
Language
English
ISBN 10 
3642409962
ISBN 13 
9783642409967
Binding
Hardcover
Number of pages
233

Other Popular Editions of the Same Title

9783662523049: Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination: 519 (Studies in Computational Intelligence, 519)

Featured Edition

ISBN 10:  3662523043 ISBN 13:  9783662523049
Publisher: Springer, 2016
Softcover