Pattern recognition and classification : an introduction
The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the subject remains very challenging, especially for the beginner. Pattern Recognition and Classificati...
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| Format: | Book |
| Language: | English |
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New York :
Springer ,
c2013
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Table of Contents:
- 1. Introduction
- 2. Classification
- 3. Non-metric methods
- 4. Statistical pattern recognition
- 5. Supervised learning
- 6. Non-parametric learning
- 7. Feature extraction and selection
- 8. Unsupervised learning
- 9. Estimating and comparing classifiers
- 10. Projects