Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance.
Lucila Ohno-MachadoStaal A. VinterboStephan DreiseitlPublished in: J. Am. Medical Informatics Assoc. (2002)
Keyphrases
- predictive modeling
- data anonymization
- descriptive statistics
- cell suppression
- tabular data
- data quality
- statistical modeling
- quantitative and qualitative
- data mining methods
- information loss
- knowledge discovery
- text mining
- data privacy
- privacy preserving
- data mining
- mathematical programming
- data analysis
- data mining techniques
- machine learning
- privacy protection
- object oriented
- business intelligence
- information retrieval
- statistical agencies