Igor Kononenko

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Igor Kononenko, a Slovenian computer scientist and professor at Faculty of Computer and Information Science as well as head of the Laboratory for Cognitive Modeling at University of Ljubljana. His research interests covers artificial intelligence, machine learning, neural networks and cognitive modeling.

=Selected Publications=

1986 ...

 * Ivan Bratko, Igor Kononenko (1986). Learning Rules from Incomplete and Noisy Data. Proceedings Unicom Seminar on the Scope of Artificial Intelligence in Statistics. Technical Press

1990 ...

 * Igor Kononenko (1991). Semi-Naive Bayesian Classifier. EWSL 1991
 * Igor Kononenko (1993). Successive Naive Bayesian Classifier. Informatica (Slovenia), Vol. 17, No. 2
 * Igor Kononenko (1994). On Bayesian Neural Networks. Informatica (Slovenia), Vol. 18, No. 2
 * Matjaž Kukar, Igor Kononenko (1998). Cost-Sensitive Learning with Neural Networks. ECAI 1998

2000 ...

 * Aleksander Sadikov, Ivan Bratko, Igor Kononenko (2003). Search versus Knowledge: An Empirical Study of Minimax on KRK. Advances in Computer Games 10, pdf
 * Aleksander Sadikov, Ivan Bratko, Igor Kononenko (2005). Bias and pathology in minimax search. Theoretical Computer Science, Vol. 349, No. 2, CiteSeerX
 * Igor Kononenko, Matjaž Kukar (2007). Machine Learning and Data Mining: Introduction to Principles and Algorithms. Woodhead Publishing

2010 ...

 * Erik Strumbelj, Igor Kononenko (2010). An Efficient Explanation of Individual Classifications using Game Theory. [Journal of Machine Learning Research Journal of Machine Learning Research], Vol. 11
 * Igor Kononenko (2018). Early Machine Learning Research in Ljubljana. Informatica (Slovenia), Vol. 42, No. 1

=External Links=
 * Homepage of Igor Kononenko

=References= Up one level