Pattern classification / by Richard O. Duda, Peter E. Hart [and] David G. Stork.
Material type: TextPublication 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: 006.4Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
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Books | Namal Library Computer Science | 006.4 DUD-P 2006 3208 (Browse shelf (Opens below)) | Available | 0003208 |
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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