| 2007 |
| 4 | EE | Isabelle Alvarez,
Stephan Bernard,
Guillaume Deffuant:
Keep the Decision Tree and Estimate the Class Probabilities Using its Decision Boundary.
IJCAI 2007: 654-659 |
| 2005 |
| 3 | EE | Isabelle Alvarez,
Stephan Bernard:
Ranking Cases with Decision Trees: a Geometric Method that Preserves Intelligibility.
IJCAI 2005: 635-640 |
| 2004 |
| 2 | | Isabelle Alvarez:
Explaining the Result of a Decision Tree to the End-User.
ECAI 2004: 411-415 |
| 1 | EE | Isabelle Alvarez:
Sensitivity Analysis of the Result in Binary Decision Trees.
ECML 2004: 51-62 |