Data Mining資料探勘

Instructor	陳良弼教授
Teaching Assistant
Lecture Time	Tuesday, 3:10 ~ 6:00 pm
Office Hour
Syllabus	syllabus
Announcement	參考資料：An Online Classifier for Enhancing the Accuracy of Multimedia Data Retrieval 參考資料：課本勘誤表 參考資料：Efficient Frequent Sequence Mining by a Dynamic Strategy Switching Algorithm
Course Contents	Chapter 1: Introduction Chapter 2: Data Chapter 3: Data exploration Classification: Numerical classifiers Index methods, curse of dimensionality, and classifiers Chapter 4: Basic classification Chapter 6: Association analysis Chapter 6: Association analysis 2 Chapter 7: Extended association analysis Frequent sequence mining Chapter 7: Extended association analysis (updated) Chapter 8: Cluster analysis: basic concepts and algorithm (updated) Chapter 10: Anomaly Detection Music Recommendation System
Homework
Textbook相關連結：http://www-users.cs.umn.edu/~kumar/dmbook/index.php