|
Data Mining |
| CSE-4412 |
| Fall 2013 |
|
York University
|
| Date | Content | 2 slides per page | 6 slides per page |
| September 10 | Introduction to Data Mining and to the Course | ||
| September 12 | Introduction to Data Mining (cont'd) | ||
| September 17 | Association Rule Learning (Part 1) | ||
| September 19 | Association Rule Learning (Part 2) | ||
| September 24 | Association Rule Learning (Part 3) | the same as above | the same as above |
| September 26 | Association Rule Learning (Part 4) | ||
| October 1 | Sequential Pattern Mining (Part 1) | ||
| October 3 | Sequential Pattern Mining (Part 2) | ||
| October 8 | Decision Tree Leaning (Part 1) | ||
| October 10 | Decision Tree Learning (Part 2) | ||
| October 15 | Data Preparation (Part 1) | ||
| October 17 | Data Preparation (Part 2) | ||
| October 22 | Data Preparation (Part 3) | ||
| October 24 | Data Preparation (Part 4) | the same as above | the same above |
| October 29 | Decision Rule Learning | ||
| November 7, 2013 | kNN and Performance Evaluation | kNN P.E. | kNN P.E. |
| November 12 | Bayesian classification | ||
| November 14 | Neural networks | ||
| November 19 | Text classification | ||
| November 21 | Clustering (1) | ||
| November 26 | Clustering (2) | ||
| November 28 | Data Warehousing and OLAP (1) | ||
| December 5 | Data Warehousing and OLAP (2) |