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Created page with "'''Home * People * Igor Kononenko''' FILE:IgorKononenko.JPG|border|right|thumb|link=http://lkm.fri.uni-lj.si/xaigor/| Igor Kononenko <ref>[http://lkm.fri..."
'''[[Main Page|Home]] * [[People]] * Igor Kononenko'''
[[FILE:IgorKononenko.JPG|border|right|thumb|link=http://lkm.fri.uni-lj.si/xaigor/| Igor Kononenko <ref>[http://lkm.fri.uni-lj.si/xaigor/ Homepage of Igor Kononenko]</ref> ]]
'''Igor Kononenko''',<br/>
a Slovenian computer scientist and professor at Faculty of Computer and Information Science as well as head of the Laboratory for Cognitive Modeling <ref>[http://lkm.fri.uni-lj.si/xaigor/ Laboratory for Cognitive Modeling]</ref> at [[University of Ljubljana]].
His research interests covers [[Artificial Intelligence|artificial intelligence]], [[Learning|machine learning]], [[Neural Networks|neural networks]] and [[Cognition|cognitive]] modeling.
=Selected Publications=
<ref>[http://lkm.fri.uni-lj.si/xaigor/slo/bibliografija.htm Igor Kononenko - Bibliography]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/k/Kononenko:Igor dblp: Igor Kononenko]</ref>
==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''. [https://dblp.uni-trier.de/db/conf/ecml/ewsl91.html EWSL 1991]
* [[Igor Kononenko]] ('''1993'''). ''Successive Naive Bayesian Classifier''. [https://dblp.uni-trier.de/db/journals/informaticaSI/informaticaSI17.html Informatica (Slovenia), Vol. 17], No. 2
* [[Igor Kononenko]] ('''1994'''). ''On Bayesian Neural Networks''. [https://dblp.uni-trier.de/db/journals/informaticaSI/informaticaSI18.html Informatica (Slovenia), Vol. 18], No. 2
* [https://dblp.uni-trier.de/pers/hd/k/Kukar:Matjaz.html Matjaž Kukar], [[Igor Kononenko]] ('''1998'''). ''Cost-Sensitive Learning with Neural Networks''. [https://dblp.uni-trier.de/db/conf/ecai/ecai98.html 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]], [https://ailab.si/sasha/acg2003.pdf pdf]
* [[Aleksander Sadikov]], [[Ivan Bratko]], [[Igor Kononenko]] ('''2005'''). ''Bias and pathology in minimax search''. Theoretical Computer Science, Vol. 349, No. 2, [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.106.2753 CiteSeerX]
* [[Igor Kononenko]], [https://dblp.uni-trier.de/pers/hd/k/Kukar:Matjaz.html Matjaž Kukar] ('''2007'''). ''[http://mldmbook.fri.uni-lj.si/ Machine Learning and Data Mining: Introduction to Principles and Algorithms]''. [https://en.wikipedia.org/wiki/Woodhead_Publishing Woodhead Publishing]
==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
* [[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
=External Links=
* [http://lkm.fri.uni-lj.si/xaigor/ Homepage of Igor Kononenko]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Kononenko]]
[[FILE:IgorKononenko.JPG|border|right|thumb|link=http://lkm.fri.uni-lj.si/xaigor/| Igor Kononenko <ref>[http://lkm.fri.uni-lj.si/xaigor/ Homepage of Igor Kononenko]</ref> ]]
'''Igor Kononenko''',<br/>
a Slovenian computer scientist and professor at Faculty of Computer and Information Science as well as head of the Laboratory for Cognitive Modeling <ref>[http://lkm.fri.uni-lj.si/xaigor/ Laboratory for Cognitive Modeling]</ref> at [[University of Ljubljana]].
His research interests covers [[Artificial Intelligence|artificial intelligence]], [[Learning|machine learning]], [[Neural Networks|neural networks]] and [[Cognition|cognitive]] modeling.
=Selected Publications=
<ref>[http://lkm.fri.uni-lj.si/xaigor/slo/bibliografija.htm Igor Kononenko - Bibliography]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/k/Kononenko:Igor dblp: Igor Kononenko]</ref>
==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''. [https://dblp.uni-trier.de/db/conf/ecml/ewsl91.html EWSL 1991]
* [[Igor Kononenko]] ('''1993'''). ''Successive Naive Bayesian Classifier''. [https://dblp.uni-trier.de/db/journals/informaticaSI/informaticaSI17.html Informatica (Slovenia), Vol. 17], No. 2
* [[Igor Kononenko]] ('''1994'''). ''On Bayesian Neural Networks''. [https://dblp.uni-trier.de/db/journals/informaticaSI/informaticaSI18.html Informatica (Slovenia), Vol. 18], No. 2
* [https://dblp.uni-trier.de/pers/hd/k/Kukar:Matjaz.html Matjaž Kukar], [[Igor Kononenko]] ('''1998'''). ''Cost-Sensitive Learning with Neural Networks''. [https://dblp.uni-trier.de/db/conf/ecai/ecai98.html 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]], [https://ailab.si/sasha/acg2003.pdf pdf]
* [[Aleksander Sadikov]], [[Ivan Bratko]], [[Igor Kononenko]] ('''2005'''). ''Bias and pathology in minimax search''. Theoretical Computer Science, Vol. 349, No. 2, [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.106.2753 CiteSeerX]
* [[Igor Kononenko]], [https://dblp.uni-trier.de/pers/hd/k/Kukar:Matjaz.html Matjaž Kukar] ('''2007'''). ''[http://mldmbook.fri.uni-lj.si/ Machine Learning and Data Mining: Introduction to Principles and Algorithms]''. [https://en.wikipedia.org/wiki/Woodhead_Publishing Woodhead Publishing]
==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
* [[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
=External Links=
* [http://lkm.fri.uni-lj.si/xaigor/ Homepage of Igor Kononenko]
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Kononenko]]
