Introduction to pattern recognition a MATLAB approach
"Introduction to Pattern Recognition: A Matlab Approach is an accompanying manual to Theodoridis/Koutroumbas' Pattern Recognition. It includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life...
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| Format: | eBook |
| Language: | English |
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Burlington, MA
Academic Press
2010
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| Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- Classifiers based on Bayes decision theory
- Classifiers based on cost function optimization
- Data transformation : feature generation and dimensionality reduction
- Feature selection
- Template matching
- Hidden Markov models
- Clustering
- Appendix
- Includes bibliographical references and index