|
Data Mining |
| EECS-6412 |
| Winter 2017 |
|
York University
|
| Date | Content | 2 slides per page | 6 slides per page |
| January 9 | Introduction to Data Mining and to the Course | ||
| January 11 | Introduction to Data Mining (cont'd) | ||
| January 16 | Association Rule Learning (Part 1) | ||
| January 18 | Association Rule Learning (Part 2) | ||
| January 23 | Association Rule Learning (Part 3) | ||
| January 25 | Sequential Pattern Mining | ||
| January 30 | Decision Tree Leaning (1) | ||
| February 1 | Decision Tree Leaning (2) | ||
| February 6 | Data Preparation (1) | ||
| February 8 | Data Preparation (2) | ||
| February 13 | Decision Rule Learning | ||
| February 15 | Performance Evaluation | ||
| February 27 | Bayesian classification | ||
| March 1 | Neural networks | ||
| March 6 | kNN and Text classification | kNN Text Classification | kNN Text Classification |
| March 8 | Clustering (I) | ||
| March 13 | Clustering (II) |