Pattern classification / by Richard O. Duda, Peter E. Hart [and] David G. Stork.

By: Duda, Richard OContributor(s): Hart, Peter E | Stork, David GMaterial type: TextTextPublication details: New Delhi : Wiley, 2006cEdition: 2nd edDescription: vii, 654 p. : ill. ; 27 cmISBN: 9788126511167 (pbk)Subject(s): Pattern recognition systems | Statistical decision | Pattern Recognition, Automated | Statistics as TopicDDC classification: 006.4
Partial contents:
Introduction -- Bayesian decision theory -- Maximum-likelihood and Bayesian parameter estimation -- Nonparametric techniques -- Linear discriminant functions -- Multilayer neural networks -- Stochastic methods -- Nonmetric methods -- Algorithm-independent machine learning -- Unsupervised learning and clustering -- Mathematical foundations.
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Item type Current library Call number Status Date due Barcode Item holds
Books Books Namal Library
Computer Science
006.4 DUD-P 2006 3208 (Browse shelf (Opens below)) Available 0003208
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006.37 FOR-C 2015 9600 Computer Vision: 006.4 BEC-S 2011 2920 Speech recognition : 006.4 BIS-N 2013 3856 Neural networks for pattern recognition / 006.4 DUD-P 2006 3208 Pattern classification / 006.4 DUD-P 2017 9610 Pattern classification / 006.4 FLA-M 2016 9835 Machine learning: 006.4 GOS-P 2013 3495 Pattern recognition and image analysis /

Index present

Includes bibliographical references and index.

Introduction -- Bayesian decision theory -- Maximum-likelihood and Bayesian parameter estimation -- Nonparametric techniques -- Linear discriminant functions -- Multilayer neural networks -- Stochastic methods -- Nonmetric methods -- Algorithm-independent machine learning -- Unsupervised learning and clustering -- Mathematical foundations.

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