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Revision as of 05:44, 11 April 2013
ECE662: Statistical Pattern Recognition and Decision Making Processes
Spring 2008, Prof. Boutin
Collectively created by the students in the class
Contents
Lecture 1 Lecture notes
Quick link to lecture notes: 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
This was the first day of class. These notes are from the class lecture.
Links to Course Webpages
Login: Use your Purdue Career Account username and password.
Note: You must change your password once a month.
Kiwi Week
Monday at noon until Monday at noon.
Textbook Information
Main article: Textbooks_OldKiwi
There is not a single book that covers all the things that will be discussed in ECE 662. The class will reference four books during the course of the semester as we cover various topics. All four of them are available through the reserves at the engineering library.
Definition and Examples of Pattern Recognition
Main article: What is Pattern Recognition_OldKiwi.
Pattern Recognition is the art of assigning classes or categories to data.
Decision Surfaces
Main Article: Decision Surfaces_OldKiwi
Decision surfaces are the boundaries in the feature space that distinguish classes.
Algebraic Geometry
Main Article: Decision Surfaces_OldKiwi (This is not a typo)
Varieties
Main Article: Varieties_OldKiwi
A Variety is a mathematical construct used to define a decision surface.
Next: Lecture 2
