Pattern Recognition

ECSE-6610

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.

3 credits

Prereqs:

none

Past Term Data

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Offered as Cross-Listing Only

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	Spring	Summer		Fall
		(Session 1)	(Session 2)
2025
2024
2023
2022				Pattern Recognition (3c) Birsen Yazici Seats Taken: 9/30
2021				Pattern Recognition (3c) Birsen Yazici Seats Taken: 8/30
2020				Pattern Recognition (3c) Birsen Yazici Seats Taken: 19/30
2019				Pattern Recognition (3c) Birsen Yazici Seats Taken: 14/17
2018	Course Syllabus Ecse – 6610 Pattern Recognition (3c) Chengjiang Long Seats Taken: 18/36			Pattern Recognition (3c) Birsen Yazici Seats Taken: 12/42
2017	Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 22/36
2016	Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 23/36
2015	Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 9/36
2014	Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 14/40
2013	Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 18/32
2012	Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 13/32
2011	Pattern Recognition (3c) Qiang Ji Seats Taken: 20/32
2010	Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 18/32
2009
2008				Pattern Recognition (3c) George Nagy Seats Taken: 12/34
2007				Pattern Recognition (3c) George Nagy Seats Taken: 11/25
2006				Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 22/25
2005				Pattern Recognition (3c) Arthur C Sanderson Seats Taken: 9/30
2004				Pattern Recognition (3c) George Nagy Seats Taken: 15/30
2003				Pattern Recognition (3c) George Nagy Seats Taken: 19/30
2002				Pattern Recognition (3c) George Nagy Seats Taken: 17/35
2001				Pattern Recognition (3c) George Nagy Seats Taken: 3/35
2000				Pattern Recognition (3c) George Nagy Seats Taken: 8/35
1999				Pattern Recognition (3c) George Nagy Seats Taken: 4/40
1998