ISBN 9780195676853,Pattern Recognition| Techniques and Applications (Includes CD)

Pattern Recognition| Techniques and Applications (Includes CD)

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ISBN 9780195676853
Publisher

Oxford University Press India

Publication Year 2005
ISBN-13

ISBN 9780195676853

ISBN-10 0195676858
Binding

Paperback

Number of Pages 304 Pages
Language (English)
Subject

Computer hardware & operating systems

Pattern Recognition: Techniques and Applications introduces the concept of inductive learning and provides an exhaustive coverage of the procedures for Pattern Recognition. The book would serve as a textbook for senior undergraduate and master's engineering students. Written in a lucid and student-friendly style, the text encourages self-study and instills working knowledge of Pattern Recognition in a student. TABLE OF CONTENTS Preface Learning to Recognize Patterns Decision Trees: Basics Decision Trees: Extensions Obtaining Prules by Evolution Bayes Classification Nearest Neighbor Classification Multilayer Neural Nets Linear Classification Cross Validation and Attribute Selection Clustering Syntactic Pattern Recognition Summing Up Appendix A: A Review of Probabilities Appendix B: Project on Breast Cancer Prognostication Appendix C: Project on Optical Character Recognition Bibliography Index

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