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) |