CENG 542

Knowledge Discovery

Knowledge discovery and data mining, data warehousing, data preparation and data mining primitives, concept description, mining association rules in large databases, classification and prediction, cluster analysis, web mining, applications in data mining.

Topics
Knowledge Discovery
Data Mining in General
Data Warehousing Models and Techniques
Data Preparation
Data Mining Primitives
Concept Description
Association Rule Mining
Association Rule Mining
Classification and Prediction
Classification and Prediction
Cluster Analysis
Cluster Analysis
Web Mining
Data Mining Applications