Pattern Recognition and Analysis

Assignments

Here are the six problem sets assigned in this class, along with their corresponding data sets.

Problem Set 1 (PDF)
Data Set (DAT)

Problem Set 2 (PDF)
Data Set (DAT)

Problem Set 3 (PDF)
Data Set (TXT)

Problem Set 4 (PDF)
Problem 1 Data: Class0_TrainA (DAT), Class0_TrainB (DAT), Class0_Test (DAT), Class1_TrainA (DAT), Class1_TrainB (DAT), Class1_Test (DAT)
Problem 2 Data: (TXT)

Problem Set 5 (PDF)
Data Set (GZ)

Problem Set 6 (PDF)
Data Set (TAR)

Projects

Here are some sample student projects from the class. All work is courtesy of the students named and used with permission.

Jun Ki Lee - Instrinsic Rewards in Reinforcement Learning (PDF)

Hyun Sung Chang - Non-parametric Classification of Facial Features (PDF)

Jeff Orkin - Speech Act Classification of Video Game Data (PDF)

Tools

Here is the Matlab® tutorial provided in the class, together with some Routines files.

Matlab® Tutorial (PDF)

Routines (ZIP)