Dirty Data Processing for Machine Learning (Paperback)

Chapter 1. Introduction .- Chapter 2. Impacts of Dirty Data on Classification and Clustering Models.- Chapter 3. Dirty-Data Impacts on Regression Models.- Chapter 4. Incomplete Data Classification with View-Based Decision Tree.- Chapter 5. Density-Based Clustering for Incomplete Data.- Chapter 6. Feature Selection on Inconsistent Data.- Chapter 7. Cost-Sensitive Decision Tree Induction on Dirty Data.