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E-book
Statistical Pattern Recognition, 2nd EditionISBN: 978-0-470-85478-5
E-book
514 pages
July 2003
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Preface.
Notation.
Introduction to statistical pattern recognition.
Density estimation - parametric.
Density estimation - nonparametric.
Linear discriminant analysis
Nonlinear discriminant analysis - kernel methods.
Nonlinear discriminant analysis - projection methods.
Tree-based methods.
Performance.
Feature selection and extraction.
Clustering.
Additional topics.
Appendices.
References.
Index.
Notation.
Introduction to statistical pattern recognition.
Density estimation - parametric.
Density estimation - nonparametric.
Linear discriminant analysis
Nonlinear discriminant analysis - kernel methods.
Nonlinear discriminant analysis - projection methods.
Tree-based methods.
Performance.
Feature selection and extraction.
Clustering.
Additional topics.
Appendices.
References.
Index.
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