Marko Robnik-Šikonja

Marko Robnik-ŠikonjaMarko Robnik-Sikonja received his Ph.D. in computer science in 2001 from the University of Ljubljana. He is an Associate Professor at the University of Ljubljana, Faculty of Computer and Information Science. His research interest include machine learning, data and text mining, knowledge discovery, network analytics and their practical applications. He is a (co)author of more than 100 publications in scientific journals and international conferences. He authors and maintains three open-source analytic tools in R.

Publications

Comprehensible Explanation of Predictive Models
Comprehensible Explanation of Predictive Models
Marko Robnik-Šikonja. © 2019. 12 pages.
The most successful prediction models (e.g., SVM, neural networks, or boosting) unfortunately do not provide explanations of their predictions. In many important applications of...
Comprehensible Explanation of Predictive Models
Comprehensible Explanation of Predictive Models
Marko Robnik-Šikonja. © 2018. 10 pages.
The most successful prediction models (e.g., SVM, neural networks, or boosting) unfortunately do not provide explanations of their predictions. In many important applications of...
Visual Survey Analysis in Marketing
Visual Survey Analysis in Marketing
Marko Robnik-Šikonja, Koen Vanhoof. © 2011. 18 pages.
The authors present a use and visualization of the ordinal evaluation (OrdEval) algorithm as a promising technique to study questionnaire data. The OrdEval algorithm is a general...