Exploratory Data Mining and Data Cleaning

by Theodore Johnson and Tamrapami Dasu

Written for practitioners of data mining, data cleaning and database management. Presents a technical treatment of data quality including process, metrics, tools and algorithms. Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge. Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions,...

• Format: Hardcover
• Language: English
• ISBN: 0471268518
• ISBN13: 9780471268512
• Release Date: May 2003
• Publisher: Wiley-Interscience
• Length: 224 Pages
• Weight: 1.14 lbs.
• Dimensions: 0.8" x 6.5" x 9.5"