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

syllabus

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

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