Knowledge-Based Data Analysis: First Step Toward the Creation of Clinical Prediction Rules Using a New Typicality Measure.
Mila KwiatkowskaM. Stella AtkinsNajib T. AyasC. Frank RyanPublished in: IEEE Trans. Inf. Technol. Biomed. (2007)
Keyphrases
- data analysis
- prediction accuracy
- machine learning
- association rules
- peculiarity oriented mining
- quantitative measures
- similarity measure
- data processing
- post processing
- predictive modeling
- bladder cancer
- data mining
- medical databases
- traditional chinese medicine
- prediction model
- data collection
- correlation coefficient
- background knowledge
- prediction error
- correlation analysis
- prediction algorithm
- classification rules
- rough set theory
- distance measure
- outcome prediction
- clinical setting
- business intelligence
- clinical guidelines
- interestingness measures
- patient data
- biological data
- clinical data
- cluster analysis