Data Mining |
EECS-6412 |
Fall 2018 |
York University
|
Date | Content | 2 slides per page | 6 slides per page |
September 5 | Introduction to Data Mining and to the Course | ||
September 10 | Introduction to Data Mining (cont'd) | ||
September 12 | Association Rule Learning (Part 1) | ||
September 17 | Association Rule Learning (Part 2) | ||
September 19 | Association Rule Learning (Part 3) | ||
September 24 | Sequential Pattern Mining | ||
September 26 | Decision Tree Leaning (1) | ||
October 1 | Decision Tree Leaning (2) | ||
October 3 | Data Preparation (1) | ||
October 15 | Data Preparation (2) | ||
October 17 | Data Preparation (3) | ||
October 22 | Decision Rule Learning | ||
October 24 | Performance Evaluation | Performance Evaluation | Performance Evaluation |
October 29 | Bayesian classification | ||
October 31 | kNN and Text classification | kNN Text Classification | kNN Text Classification |
November 5 | Neural networks | ||
November 7 | Clustering (I) | ||
November 12 | Clustering (II) |