|
Data Mining |
| EECS-6412 |
| Fall 2017 |
|
York University
|
| Date | Content | 2 slides per page | 6 slides per page |
| September 11 | Introduction to Data Mining and to the Course | ||
| September 13 | Introduction to Data Mining (cont'd) | ||
| September 18 | Association Rule Learning (Part 1) | ||
| September 20 | Association Rule Learning (Part 2) | ||
| September 25 | Association Rule Learning (Part 3) | ||
| September 27 | Sequential Pattern Mining | ||
| October 2 | Decision Tree Leaning (1) | ||
| October 4 | Decision Tree Leaning (2) | ||
| October 16 | Data Preparation (1) | ||
| October 18 | Data Preparation (2) | ||
| October 23 | kNN | kNN | kNN |
| October 25 | Decision Rule Learning | ||
| October 30 | Performance Evaluation and Text Classification | Performance Evaluation Text Classification | Performance Evaluation Text Classification |
| November 1 | Bayesian classification | ||
| November 6 | Neural networks | ||
| November 8 | Clustering (I) | ||
| November 13 | Clustering (II) |