WEEK | DATE | DUE | TOPIC | READINGS |
1 | Sept. 8 & 10 | Introduction to KDD & Data Mining | Chp. 1 & 9, assigned papers | |
2 | Sept. 15 & 17 |
Data & Data Preparation
| 2, 7.1-7.3, 10.1-10.3, 10.8 | |
3 | Sept. 22 & 24 |
Data & Data Preparation (cont.)
| 2, 7.1-7.3, 10.1-10.3, 10.8 | |
4 | Sept. 29 & Oct. 1 | Project 1 |
Mining process
Project 1 presentations | 5.1-5.4, 5.8 |
5 | Oct. 6 & 8 |
Classification
| 3.2, 4.3, 6.1 | |
6 | Oct. 13 & 15 |
Numeric Predictions
| 3.7, 4.6, 6.5, 5.8 | |
7 | Oct. 20 & 22 | Project 2 |
Project 2 presentations
Association Analysis | 3.4, 4.5, assigned papers |
8 | Oct. 27 & 29 |
Association Analysis (cont.)
| 3.4, 4.5, assigned papers | |
9 | Nov. 3 & 5 | Project 3 |
Cluster Analysis
Project 3 presentations | 3.9, 4.8, 6.6 |
10 | Nov. 10 & 12 |
Cluster Analysis (cont.)
| 3.9, 4.8, 6.6 | |
11 | Nov. 17 & 19 | Project 4 |
Anomaly Detection
Project 4 presentations | 7.4, assigned papers |
12 | Dec. 1 & 3 | Project 5 |
Advanced topics
Project 5 presentations | 8, assigned papers |
13 | Dec. 8 & 10 |
Advanced topics (cont.)
| 8, assigned papers | |
14 | Dec. 15 & 17 | Project 6 |
Advanced topics (cont.)
Project 6 presentations | 8, assigned papers |