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Dec 26, 2024
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ECSE 6610 - Pattern Recognition
Structure of pattern classification problems. Mathematics of statistical decision theory: random vectors, multivariate probability functions, discriminants, parametric and nonparametric techniques, Bayesian and maximum likelihood estimation, feature selection, dimensionality reduction, whitening transformations. Adaptive methods and clustering. Five programming assignments and a term paper.
Prerequisites/Corequisites: Prerequisite: ECSE 2500 or equivalent.
When Offered: Fall term annually.
Credit Hours: 3
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