Introduction to Data Mining and its Applications

Part I Data Mining and Data Warehousing Concepts
- Introduction to Data Mining Principles
- Data warehousing, Data mining and OLAP
- Data warehousing, Data Marts and Applications
- Evolution and Scaling of Data Mining Algorithms
- Emerging Trends and Applications of Data Mining
- Data Mining Trends and Knowledge Discovery
- Data Mining Tasks, Techniques and Applications
- Data Mining - An Introduction Case Study
- Data Mining and KDD
- Statistical Themes and Lessons for Data Mining
- Theoretical Frameworks for Data Mining
- Major and Privacy Issues in Data Mining and Knowledge Discovery
- Active Data Mining
- Decomposition in Data Mining
- Data Mining System Products and Research Prototypes

Part II Data Mining Applications
- Data Mining in Customer Relationship Management
- Data Mining in Business
- Data Mining in Sales Marketing and Finance
- Banking and Commercial Applications
- Data Mining for Insurance
- Data Mining in Science and Bio Medicine
- Text and Web Mining
- Data Mining in Information Analysis and Delivery
- Data mining in Telecommunications and Control
- Data Mining in Security