|
Data Mining |
| CSE-4412 |
| Fall 2012 |
|
York University
|
| Date | Content | 2 slides per page | 6 slides per page |
| September 6 | Introduction to Data Mining and to the Course | ||
| September 11 | Introduction to Data Mining (cont'd) | ||
| September 13 | Association Rule Learning (Part 1) | ||
| September 18 | Association Rule Learning (Part 2) | ||
| September 20 | Association Rule Learning (Part 3) | the same as above | the same as above |
| September 25 | Association Rule Learning (Part 4) | ||
| September 27 | Sequential Pattern Mining (Part 1) | ||
| October 2 | Sequential Pattern Mining (Part 2) | ||
| October 4 | Decision Tree Leaning (Part 1) | ||
| October 9 | Decision Tree Learning (Part 2) | ||
| October 11 | Data Preparation (Part 1) | ||
| October 16 | Data Preparation (Part 2) | ||
| October 18 | Data Preparation (Part 3) | ||
| October 23 | Decision Rule Learning | ||
| October 28 | kNN and Performance Evaluation | kNN P.E. | kNN P.E. |
| November 6 | Bayesian classification | ||
| November 8 | Text classification | ||
| November 13 | Neural networks | ||
| November 13 | Continued on Neural networks and text classification | above | above |
| November 20 | Clustering (1) | ||
| November 22 | Clustering (2) | ||
| November 27 | Data Warehousing and OLAP (1) | ||
| November 29 | Data Warehousing and OLAP (2) |