Data Mining |
COSC-6412 |
Fall 2009 |
York University
|
Date | Content | 2 slides per page | 6 slides per page |
September 10 | Introduction to Data Mining and to the Course | ||
September 15 | Introduction to Data Mining (cont'd) | ||
September 17 | Association Rule Learning (Part 1) | ||
September 22 | Association Rule Learning (Part 2) | ||
September 24 | Association Rule Learning (Part 3) | ||
September 29 | Sequential Pattern Mining (Part 1) | ||
October 1 | Sequential Pattern Mining (Part 2) | ||
October 6 and 8 | Decision Tree Leaning | ||
October 20, 22, and 27 | Data Preparation | ||
October 29 | kNN | ||
November 3 | Decision Rule Learning | ||
November 5 | Performance evaluation | ||
November 10 | Bayesian classification | ||
November 12 | Neural networks | ||
November 17 | Text classification | ||
November 19 | Clustering |