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SICRIS
Assoc. Prof. PhD Marko Robnik Šikonja
Associate Professor
T: +386 1 479 8241
E: marko.robniksikonja@fri.uni-lj.si
Office hours: Mondays from 1pm to 2pm (room R2.06, 2nd floor, right from the elevator).
Room: R2.06
Description
My research interests include machine learning, data mining, intelligent data analysis, cognitive modeling, artificial intelligence, and their applications. In machine learning and data mining I am interested in ensemble learning, feature evaluation, probability prediction, cost-sensitive learning, feature subset selection, regression, natural language processing, and constructive induction (recent papersfree software). I am (co)author of approximately 50 publications. My papers have more than 2000 citations according to Scholar.

More about me is on my personal web site. I tweet as @MarkoRobnikS.

Education
I received my Ph.D. in Computer Science and Informatics from University of Ljubljana, Faculty of Computer and Information Sciences in 2001 (I graduated in 1993 and finished my M.Sc. in 1997 at the same institution). 
Publications

Marko Robnik-Šikonja, Igor Kononenko, Erik Štrumbelj: Quality of Classication Explanations with PRBF. Neurocomputing, 96:37-46, 2012 PDF

Petr Savicky, Marko Robnik-Šikonja: Learning Random Numbers: A Matlab Anomaly. Applied Artificial Intelligence, 22:254-265, 2008 PDF

Marko Robnik-Šikonja, Igor Kononenko: Explaining Classifications For Individual Instances. IEEE Transactions on Knowledge and Data Engineering, 20: 589-600, 2008 PDF

Marko Robnik-Šikonja, Koen Vanhoof: Evaluation of ordinal attributes at value level. Knowledge Discovery and Data Mining, 14:225-243, 2007 PDF

Marko Robnik-Šikonja: Improving Random Forests. In J.-F. Boulicaut et al.(Eds): ECML 2004, LNAI 3210, Springer, Berlin, 2004, pp. 359-370. PDF

Marko Robnik-Šikonja, Igor Kononenko: Theoretical and Empirical Analysis of ReliefF and RReliefF. Machine Learning Journal, 53:23-69, 2003. PDF

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