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The dissimilarity representation for pattern recognition : foundations and applications

Author: Elżbieta Pękalska; Robert P W Duin
Publisher: New Jersey ; London : World Scientific, ©2005.
Series: Series in machine perception and artificial intelligence, v. 64.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Provides an approach to pattern recognition in which objects are characterized by relations to other objects instead of by using features or models. This book is intended for researchers and systems  Read more...

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Document Type: Book
All Authors / Contributors: Elżbieta Pękalska; Robert P W Duin
ISBN: 9812565302 9789812565303
OCLC Number: 64097053
Description: xxvi, 607 pages : illustrations ; 24 cm.
Contents: Spaces --
Characterization of dissimilarities --
Learning approaches --
Dissimilarity measures --
Visualization --
Further data exploration --
One-class classifiers --
Classification --
Combining --
Representation review and recommendations --
Conclusions and open problems.
Series Title: Series in machine perception and artificial intelligence, v. 64.
Responsibility: Elżbieta Pękalska, Robert P.W. Duin.

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