Igor Kononenko
Igor Kononenko
Professor of Computer Science, University of Ljubljana
Verified email at fri.uni-lj.si
Title
Cited by
Cited by
Year
Estimating attributes: Analysis and extensions of RELIEF
I Kononenko
European conference on machine learning, 171-182, 1994
34451994
Theoretical and empirical analysis of ReliefF and RReliefF
M Robnik-Šikonja, I Kononenko
Machine learning 53 (1), 23-69, 2003
28042003
Machine learning for medical diagnosis: history, state of the art and perspective
I Kononenko
Artificial Intelligence in medicine 23 (1), 89-109, 2001
14992001
Overcoming the myopia of inductive learning algorithms with RELIEFF
I Kononenko, E Šimec, M Robnik-Šikonja
Applied Intelligence 7 (1), 39-55, 1997
7421997
Assistant 86: A knowledge-elicitation tool for sophisticated users
B Cestnik, I Kononenko, I Bratko
Proceedings of the 2nd European Conference on European Working Session on …, 1987
7081987
The monk's problems: A performance comparison of different learning algorithms
SB Thrun, JW Bala, E Bloedorn, I Bratko, B Cestnik, J Cheng, KA De Jong, ...
6361991
An adaptation of Relief for attribute estimation in regression
M Robnik-Šikonja, I Kononenko
Machine Learning: Proceedings of the Fourteenth International Conference …, 1997
6161997
Explaining prediction models and individual predictions with feature contributions
E Štrumbelj, I Kononenko
Knowledge and information systems 41 (3), 647-665, 2014
5232014
Machine learning and data mining
I Kononenko, M Kukar
Horwood Publishing, 2007
4952007
Semi-naive Bayesian classifier
I Kononenko
European working session on learning, 206-219, 1991
4891991
Inductive and Bayesian learning in medical diagnosis
I Kononenko
Applied Artificial Intelligence an International Journal 7 (4), 317-337, 1993
4191993
On biases in estimating multi-valued attributes
I Kononenko
Ijcai 95, 1034-1040, 1995
4041995
An efficient explanation of individual classifications using game theory
E Strumbelj, I Kononenko
The Journal of Machine Learning Research 11, 1-18, 2010
3472010
Cost-sensitive learning with neural networks.
M Kukar, I Kononenko
ECAI 15 (27), 88-94, 1998
3121998
Information-based evaluation criterion for classifier's performance
I Kononenko, I Bratko
Machine learning 6 (1), 67-80, 1991
3081991
Experiments in automatic learning of medical diagnostic rules
I Kononenko
Technical report, Jozef Stefan Institute, 1984
2821984
Explaining classifications for individual instances
M Robnik-Šikonja, I Kononenko
IEEE Transactions on Knowledge and Data Engineering 20 (5), 589-600, 2008
2542008
Comparison of inductive and naive Bayesian learning approaches to automatic knowledge acquisition
I Kononenko
Current trends in knowledge acquisition. IOS Press 331, 337-340, 1990
1791990
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
1681999
Attribute selection for modelling
I Kononenko, SJ Hong
Future Generation Computer Systems 13 (2-3), 181-195, 1997
1181997
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Articles 1–20