|
Data Mining |
| CSE-6412 |
| Fall 2011 |
|
York University
|
| Date | Content | 2 slides per page | 6 slides per page |
| September 8 | Introduction to Data Mining and to the Course | ||
| September 13 | Introduction to Data Mining (cont'd) | ||
| September 15 | Association Rule Learning (Part 1) | ||
| September 20 | Association Rule Learning (Part 2) | ||
| September 22 | Association Rule Learning (Part 3) | ||
| September 27 | Association Rule Learning (Part 4) | ||
| September 29 | Sequential Pattern Mining (Part 1) | ||
| October 4 | Sequential Pattern Mining (Part 2) | ||
| October 6 | Decision Tree Leaning (I) | ||
| October 18 | Decision Tree Leaning (II) | ||
| October 20 | Data Preparation (1) | ||
| October 25 | Data Preparation (2) | ||
| October 25 | Data Preparation (3) | ||
| November 1 | Data Preparation (4) | same as above | same as above |
| November 3 | kNN and Performance evaluation | kNN Performance Evaluation | kNN Performance Evaluation |
| November 8 | Decision Rule Learning | ||
| November 10 | Bayesian classification | ||
| November 15 | Neural networks | ||
| November 17 | Text classification and project
requirements (Handouts regarding projects will be given in class) | ||
| November 22 | Clustering (I) | ||
| November 24 | Clustering (II) |