Richard O. (San Jose State University, California) Duda,
RO Duda,
Peter E. (Ricoh Innovations) Hart,
David G. (Ricoh Corporation) Stork
e.a.
Pattern Classification 2e
Gebonden Engels 2000 2e druk 9780471056690
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
The first edition, published in 1973, has become a classic reference in the field. Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances. Also included are worked examples, comparisons between different methods, extensive graphics, expanded exercises and computer project topics.
An Instructor′s Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.
Specificaties
ISBN13:9780471056690
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:688
Uitgever:John Wiley & Sons
Druk:2
Lezersrecensies
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Inhoudsopgave
Bayesian Decision Theory.
<br />
<br /> Maximum–Likelihood and Bayesian Parameter Estimation.
<br />
<br /> Nonparametric Techniques.
<br />
<br /> Linear Discriminant Functions.
<br />
<br /> Multilayer Neural Networks.
<br />
<br /> Stochastic Methods.
<br />
<br /> Nonmetric Methods.
<br />
<br /> Algorithm–Independent Machine Learning.
<br />
<br /> Unsupervised Learning and Clustering.
<br />
<br /> Appendix.
<br />
<br /> Index.
<br />
<br /> Maximum–Likelihood and Bayesian Parameter Estimation.
<br />
<br /> Nonparametric Techniques.
<br />
<br /> Linear Discriminant Functions.
<br />
<br /> Multilayer Neural Networks.
<br />
<br /> Stochastic Methods.
<br />
<br /> Nonmetric Methods.
<br />
<br /> Algorithm–Independent Machine Learning.
<br />
<br /> Unsupervised Learning and Clustering.
<br />
<br /> Appendix.
<br />
<br /> Index.
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