|
Data Mining |
| CSE-6412 |
| Fall 2014 |
|
York University
|
| Date | Content | 2 slides per page | 6 slides per page |
| September 8 | Introduction to Data Mining and to the Course | ||
| September 10 | Introduction to Data Mining (cont'd) | ||
| September 15 | Association Rule Learning (Part 1) | ||
| September 17 | Association Rule Learning (Part 2) | ||
| September 22 | Association Rule Learning (Part 3) | ||
| September 24 | Sequential Pattern Mining | ||
| September 29 | Decision Tree Leaning (I) | ||
| October 1 | Decision Tree Leaning (II) | ||
| October 1 | Data Preparation (1) | ||
| October 6 | Data Preparation (2) | ||
| October 8 | Data Preparation (3) | ||
| October 15 | kNN and Performance evaluation | kNN Performance Evaluation | kNN Performance Evaluation |
| October 20 | Decision Rule Learning | ||
| October 22 | Bayesian classification | ||
| October 27 | Neural networks | ||
| November 3 | Text classification | ||
| November 5 | Clustering (I) | ||
| November 10 | Clustering (II) |