Igor Kononenko

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Igor Kononenko [1] 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 [2] at University of Ljubljana. His research interests covers artificial intelligence, machine learning, neural networks and cognitive modeling.

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

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

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

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

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