Principles of Knowledge Discovery in Data

Data Mining course given at Chung-Ang University, Seoul, Korea
(March to June 2006)

Professor Osmar R. Zaïane
Osmar Zaiane
Telephone: (+82) 02 820 5737
E-mail: zaiane @ wm.cau.ac.kr
Dr. O. Zaiane
 
WeekDateLecture
Week 1:March 10: Introduction to Data Mining
Week 2:March 17: Association Rules
Week 3:March 24: Association Rules (advanced topics)
Week 4:March 31: Sequential Pattern Analysis
Week 5:April 7: Classification (Neural Networks & Bayesian)
Week 6:April 14: Classification (Decision Trees, kNN, Associative)
Week 7:April 21: Midterm
Week 8:April 28:Contrast sets
Week 8:April 28:Assignment 1 is due
Week 9:May 5: No class (Public Holiday . Children's Day)
Week 10:May 12:Assignment 2 is due
Week 10:May 12: Data Clustering (Intro + partitioning)
Week 11:May 19: Data Clustering (Different approaches)
Week 12:May 26:Outlier detection
Week 13:June 2: Web Mining
Week 14:June 9: Final Exam
Week 15:June 16: Project Demos

updated: 2006/04/23   Osmar Zaïane