Difference between revisions of "Igor Kononenko"
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==2010 ...== | ==2010 ...== | ||
* [https://github.com/estrumbelj 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 | * [https://github.com/estrumbelj 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''. [https://dblp.uni-trier.de/db/journals/informaticaSI/informaticaSI42.html Informatica (Slovenia), Vol. 42], No. 1 | + | * [[Igor Kononenko]] ('''2018'''). ''[http://www.informatica.si/index.php/informatica/article/view/2225 Early Machine Learning Research in Ljubljana]''. [https://dblp.uni-trier.de/db/journals/informaticaSI/informaticaSI42.html Informatica (Slovenia), Vol. 42], No. 1 |
=External Links= | =External Links= | ||
Latest revision as of 12:55, 18 February 2019
Home * People * Igor Kononenko
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.
Contents
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
