Kononenko, Igor

10 publications

JMLR 2010 An Efficient Explanation of Individual Classifications Using Game Theory Erik Štrumbelj, Igor Kononenko

MLJ 2003 Theoretical and Empirical Analysis of ReliefF and RReliefF Marko Robnik-Sikonja, Igor Kononenko

ECML-PKDD 2002 Reliable Classifications with Machine Learning Matjaz Kukar, Igor Kononenko

ICML 2001 Comprehensible Interpretation of Relief's Estimates Marko Robnik-Sikonja, Igor Kononenko

ICML 1999 Attribute Dependencies, Understandability and Split Selection in Tree Based Models Marko Robnik-Sikonja, Igor Kononenko

ICML 1997 An Adaptation of Relief for Attribute Estimation in Regression Marko Robnik-Sikonja, Igor Kononenko

IJCAI 1995 On Biases in Estimating Multi-Valued Attributes Igor Kononenko

ECML-PKDD 1994 Estimating Attributes: Analysis and Extensions of RELIEF Igor Kononenko

ICML 1992 Learning as Optimization: Stochastic Generation of Multiple Knowledge Igor Kononenko, Matevz Kovacic

MLJ 1991 Information-Based Evaluation Criterion for Classifier's Performance Igor Kononenko, Ivan Bratko