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Pattern Recognition
Links |
Giovanni Seni,
Ph.D.
•
Introduction
- example, system
components, design cycle
•
Bayesian Decision Theory
- Bayes formula,
discriminant functions
•
Parameter Estimation
- Maximum Likelihood,
Bayesian
•
Linear Discriminants
- LDA, Perceptron,
Fisher, Linear & Logistic
Regression
•
SVMTorch
•
SVM-Light, by T.
Joachims
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ISLE, by J. Friedman &
B. Popescu
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Random
Forests, by Leo Breiman & A.
Cutler
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Stochastic
Discrimination, by E. Kleinberg
•
Neural
Neyworks