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Igor Kononenko
Igor Kononenko
Professor of Computer Science, University of Ljubljana
Adresse e-mail validée de fri.uni-lj.si
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Estimating attributes: Analysis and extensions of RELIEF
I Kononenko
European conference on machine learning, 171-182, 1994
41621994
Theoretical and empirical analysis of ReliefF and RReliefF
M Robnik-Šikonja, I Kononenko
Machine learning 53, 23-69, 2003
36352003
Machine learning for medical diagnosis: history, state of the art and perspective
I Kononenko
Artificial Intelligence in medicine 23 (1), 89-109, 2001
20982001
Explaining prediction models and individual predictions with feature contributions
E Štrumbelj, I Kononenko
Knowledge and information systems 41, 647-665, 2014
16132014
Overcoming the myopia of inductive learning algorithms with RELIEFF
I Kononenko, E Šimec, M Robnik-Šikonja
Applied Intelligence 7, 39-55, 1997
9671997
An adaptation of Relief for attribute estimation in regression
M Robnik-Šikonja, I Kononenko
Machine learning: Proceedings of the fourteenth international conference …, 1997
7671997
A knowledge-elicitation tool for sophisticated users
B Cestnik, I Kononenko, I Bratko
Progress in machine learning, 31-45, 1987
7481987
An efficient explanation of individual classifications using game theory
E Strumbelj, I Kononenko
The Journal of Machine Learning Research 11, 1-18, 2010
7382010
The MONK's Problems: A Performance Comparison of Different Learning Algorithems
S Thrun
Technical Report of Carnegie Mellon University, 1991
6541991
Machine learning and data mining
I Kononenko, M Kukar
Horwood Publishing, 2007
5932007
Semi-naive Bayesian classifier
I Kononenko
Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991
5441991
Inductive and Bayesian learning in medical diagnosis
I Kononenko
Applied Artificial Intelligence an International Journal 7 (4), 317-337, 1993
4631993
On biases in estimating multi-valued attributes
I Kononenko
Ijcai 95, 1034-1040, 1995
4501995
Cost-sensitive learning with neural networks.
M Kukar, I Kononenko
ECAI 15 (27), 88-94, 1998
4221998
Explaining classifications for individual instances
M Robnik-Šikonja, I Kononenko
IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008
3712008
Information-based evaluation criterion for classifier's performance
I Kononenko, I Bratko
Machine learning 6, 67-80, 1991
3371991
Experiments in automatic learning of medical diagnostic rules
I Kononenko
Technical report, Jozef Stefan Institute, 1984
2921984
Comparison of inductive and naive Bayesian learning approaches to automatic knowledge acquisition
I Kononenko
Current trends in knowledge acquisition 8, 190, 1990
2011990
Analysing and improving the diagnosis of ischaemic heart disease with machine learning
M Kukar, I Kononenko, C Grošelj, K Kralj, J Fettich
Artificial intelligence in medicine 16 (1), 25-50, 1999
1921999
Bayesian neural networks
I Kononenko
Biological Cybernetics 61 (5), 361-370, 1989
1461989
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