# 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
No Term Data
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| Spring | Summer | Fall
--- | --- | --- | ---
| (Session 1) | (Session 2) |
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 |  |  |