CENG 484

Data Mining

Data mining in general, 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 Overview
Data Mining in General
Data Warehousing and Methods
Data Preparation
Basics of Data Mining
Association Rule Mining
Association Rule Mining
Classification and Prediction
Classification and Prediction
Cluster Analysis
Cluster Analysis
Web Mining
Data Mining Applications
Presentation and Discussion of Term Projects