Knowledge Discovery and Data Mining: Challenges and Realities
This book is available in the print Reference collection, 2nd floor, Dunbar Library.

Use Knowledge Discovery and Data Mining to get grounded in practical applications of data mining when only low quality data is available. Courses: CS405/605, CS499,699, CS701, CS705, CS711.

The Publisher describes the book's content: "This book provides a focal point for research and real-world data mining practitioners that advance knowledge discovery from low-quality data; it presents in-depth experiences and methodologies, providing theoretical and empirical guidance to users who have suffered from underlying low-quality data. Contributions also focus on interdisciplinary collaborations among data quality, data processing, data mining, data privacy, and data sharing."