2 papers
cs.AI2017
Data set operations to hide decision tree rules
Dimitris Kalles, Vassilios S. Verykios, Georgios Feretzakis +1
This paper focuses on preserving the privacy of sensitive patterns when inducing decision trees. We adopt a record augmentation approach for hiding sensitive classification rules i…
cs.AI2006
Lossless fitness inheritance in genetic algorithms for decision trees
Dimitris Kalles, Athanassios Papagelis
When genetic algorithms are used to evolve decision trees, key tree quality parameters can be recursively computed and re-used across generations of partially similar decision tree…