Introduction to Statistical Pattern Recognition
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| Author | Keinosuke Fukunaga |
|---|---|
| Language | English |
| Subject | Statistical pattern recognition |
| Genre | Non-fiction |
| Published | 1972 (Academic Press) |
Introduction to Statistical Pattern Recognition is a book by Keinosuke Fukunaga, providing an introduction to statistical pattern recognition. The book was first published in 1972 by Academic Press, with a 2nd edition being published in 1990.[1]
- Chapter 1: Introduction
- Chapter 2: Random Vectors and Their Properties
- Chapter 3: Hypothesis Testing
- Chapter 4: Parametric Classifiers
- Chapter 5: Parameter Estimation
- Chapter 6: Nonparametric Density Estimation
- Chapter 7: Nonparametric Classification and Error Estimation
- Chapter 8: Successive Parameter Estimation
- Chapter 9: Feature Extraction and Linear Mapping for Signal Representation
- Chapter 10: Feature Extraction and Linear Mapping for Classification
- Chapter 11: Clustering