COMP5331 Project

Applications and Improvements of Toeplitz Inverse Covariance-Based Clustering

Important Dates

• Milestone 1 DDL: Nov 3
• Milestone 2 DDL: Nov 12
• Final Report DDL: 16 Nov 15:00 (in class)
• Presentation DDL: 21 Nov (Tue) 3pm-4:20pm
• PPT/Source Code Submission DDL: 21 Nov (Tue) 23:59pm

Plan

Milestone 1 (Deadline: Nov 3)

• PIC: James, Guo
• Read TICC Source Code
• Implement TICC on air quality data
• Implement TICC on clinical data

Milestone 2 (Deadline: Nov 12)

• PIC: Ding, Guo
• Generalization of TICC using the exponential Markov random field (MRF)

Final Report (Deadline: Nov 16)

• PIC: James, Ding
• Final report writing

Final Presentation + Code submission (Deadline: Nov 21)

• PIC: Guo, Ding
• Prepare PPT
• Submit code

Others

• UCI Repository - UC Irvine Machine Learning Repository
• To be added:

Dataset	link
Air quality data	https://archive.ics.uci.edu/ml/datasets/Beijing+PM2.5+Data
Clinical data	http://archive.ics.uci.edu/ml/index.php