CSCI 6635 - Pattern Recognition

Institution:

University of New Orleans

Subject:

Description:

Prerequisites: CSCI 4525 and MATH 2511 or consent of the instructor. A study of the concepts behind pattern recognition and classification with applications in the analysis of various types of data. Topics include: design of a pattern recognition system, Bayesian decision theory, Maximum-likelihood estimation, nonparametric techniques, linear discriminant analysis, multilayer neural networks, non-metric techniques, stochastic methods, unsupervised learning and clustering (including hierarchical and online clustering, component analysis, low dimensional representations).

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.uno.edu

Phone Number:

(504) 280-6000

Regional Accreditation:

Southern Association of Colleges and Schools

Calendar System:

Semester

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