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Pattern Recognition Concepts, Methods and Applications
Author
Title
Pattern Recognition [electronic resource] : Concepts, Methods and Applications / by Joaquim P. Marques de Sá.
ISBN
9783642566516
Published
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2001.
Physical Description
1 online resource.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
The book provides a comprehensive view of Pattern Recognition concepts and methods, illustrated with real-life applications in several areas (e.g. engineering, medicine, economy, geology). It is appropriate as a textbook of Pattern Recognition courses and also for professionals and researchers who need to apply Pattern Recognition techniques. These are explained in a unified and innovative way, with multiple examples enhancing the clarification of concepts and the application of methods. Recent results in the main Pattern Recognition areas (Statistical Classification, Neural Networks and Structural Recognition) are presented. A CD offered with the book includes datasets and software tools, making it easier for the reader to follow the taught matters in a hands-on fashion right from the start.
Variant and related titles
Springer ebooks.
Other formats
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
February 05, 2013
Contents
Basic Notions
Pattern Discrimination
Data Clustering
Statistical Classification
Neural Networks
Structural Pattern Recognition
Appendix A - CD Datatsets
Appendix B - CD Tools
Appendix C - Orthonormal Transformation
Index.
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SpringerLink (Online service)
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