Contents
ECE662: "Pattern Recognition and Decision Making Processes", Spring 2012
Note: CS662 is a cross-listing of ECE 662. In other words, they are the same exact course.
Course information
Instructor: Prof. Boutin
Office: MSEE342
Office hours: listed here
Lecture: TuTh 10:30-11:45 in PHYS 223
Relevant Material
- Pattern Recognition Glossary (written by ECE662 students in 2010)
- Examples of recognition problems as CAPCHAS
- "What is pattern recognition?" (class notes from 2010, written by students)
- Page discussing difference between choosing most likely outcome always, or randomly guessing following the relative probabilities of the outcome
- The effect of adding correlated features
- A student page about the effect of severe class imabalance
- UCI Data Set: Data sorted according to categories(Life Sciences, Physical Sciences etc.)
Lecture Blog
Lecture 1, 2, 3 ,4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30
Homework
- first homework, due Tuesday February 14, 11:59pm. HW1 discussion
- Peer review of homework 1, due Thursday February 23, 11:59pm.
- second homework, due Thursday April 5, 11:59pm. HW2 discussion
