ECSE 6610 - Pattern Recognition

Institution:

Roberts Wesleyan University

Subject:

Description:

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 4500 or equivalent. When Offered: Fall term annually. Credit Hours: 3

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

WWW.Roberts.edu

Phone Number:

(585) 594-6000

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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