IC612 - Lecture Slides

Part I. Basic

• Lecture 1. An Introduction to Data Mining (slides)

• Lecture 2. Data Preparation (slides)

• Lecture 3. Similarity and Distances (slides)

• Lecture 4. Association Pattern Mining (slides)

• Lecture 5. Association Pattern Mining: Advanced Concepts (slides)

• Lecture 6. Cluster Analysis (slides)

• Lecture 7. Cluster Analysis: Advanced Concepts (slides)

Part II. Advanced

• Lecture 8. Data Classification (slides)

• Lecture 9. Data Classification: Advanced Concepts (1) (slides)

• Lecture 10. Data Classification: Advanced Concepts (2) (slides)

• Lecture 11. Mining Graph Data (slides)

• Lecture 12. Social Network Analysis (slides) (updated)