Introduction to Statistical Pattern Recognition
| Author | Keinosuke Fukunaga |
|---|---|
| Subject | Statistical pattern recognition |
| Genre | Non-fiction |
Introduction to Statistical Pattern Recognition is a book by Keinosuke Fukunaga, providing an introduction to statistical pattern recognition.[1]
Synopsis
- 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
Reception
The book has received reviews from publications including Thomas M. Cover in the journal IEEE Transactions on Information Theory, Anthony J. Duben in the journal ACM Computing Reviews, and John Clements Davis in the journal Computers & Geosciences.[2][3][4]
Editions
- Introduction to Statistical Pattern Recognition (Academic Press, 1972)
- Introduction to Statistical Pattern Recognition - 2nd Edition (Academic Press, 1990)
- Introduction to Statistical Pattern Recognition - 2nd Edition (Academic Press, 2013)
References
- ^ "Introduction to Statistical Pattern Recognition - 2nd Edition". Elsevier. Retrieved May 7, 2019.
{{cite web}}: Cite has empty unknown parameter:|dead-url=(help) - ^ Cover, Thomas M. (November 1973). "Book Reviews: Introduction to Statistical Pattern Recognition - Keinosuke Fukunaga" (PDF). IEEE Transactions on Information Theory. 19 (6): 829–830.
- ^ Duben, Anthony J. (1991). "Book Review of Introduction to Statistical Pattern Recognition (2nd Ed) by Keinosuke Fukunaga". ACM Computing Reviews. 32: 563–564.
- ^ Davis, John C. (August 1996). "Book review: Introduction to statistical pattern recognition: 2nd edition, by Keinosuke Fukunaga". Computers & Geosciences. 22 (7): 833–834. doi:10.1016/0098-3004(96)00017-9.