Ebook: Applications of Data Mining in Engineering, Management and Medicine

Cover; Half Title Page; Title Page; Copyright Page; About the Author; Table of Contents; Preface; Chapter 1 Introduction to Data Mining; 1.1. What is Data Mining?; 1.2. Terminology Used in Data Mining; 1.3. Data Mining Process; 1.4. CRISP-DM Process Model; 1.5. SEMMA; 1.6. Data Warehousing Overview; 1.7. OLAP: Online Analytical Processing; 1.8. Data Mining Techniques; Chapter 2 Applications of Data Mining in Management; 2.1. Telecommunications; 2.2. Finance Industry; 2.3. Bankruptcy Prediction; 2.4. Credit Risk Analysis; 2.5. Targeted Marketing; 2.6. Company Performance Prediction