Discovering Approximate Functional Dependencies using Smoothed Mutual Information.
Frédéric PennerathPanagiotis MandrosJilles VreekenPublished in: KDD (2020)
Keyphrases
- mutual information
- approximate functional dependencies
- information theoretic
- functional dependencies
- similarity measure
- image registration
- conditional mutual information
- information gain
- feature selection
- medical image registration
- information theoretic measures
- decision trees
- normalized mutual information
- mutual information maximization
- data management
- relational databases
- data cleaning
- decision making
- multimodal image registration
- search engine