Teaching

Outline

• Data mining: demands, potential and major issues.
• Data Warehouse
• OLAP Technology
• Data Processing
• Mining Association rules  
• Classification Techniques -- RF
• Clustering Analysis -- Hierarchical Agglomerative Clustering-- DBSCAN-- K-Medoids--Fuzzy c-Mean
• Performance Measures
• Data mining applications in this course:
• Text Mining  
• Text Summarization Using Data Mining
• FLOSCAN: A Bio-inspired Mining Clustering Algorithm