Martin Možina

Researcher

Address:
Faculty of Computer and Information Science
Tržaška 25, 1000 Ljubljana
Slovenia

Telephone: +386 1 4768 154
Email: martin.mozina X fri.uni-lj.si

Research Interests

Most of my research interests are in the field of artificial intelligence. Specifically, I try to combine machine learning from examples with knowledge acquisition from experts - I would like to improve the efficiency of machine learning algorithms by taking into account intuition about the domain provided by domain experts. My current research domain, which is also the main subject of my doctoral thesis, is argument based machine learning, a combination of classical machine learning and argumentation. Argumentation is an extension of classical logic that tries to mimic the human way of reasoning, i.e. with arguments. I also prefer to have simple and understandable machine learning models, specifically linear models and rule-based models. I studied nomograms to further increase the understandability of these models, which turned out to be a nice tool for representing linear models. Here are some links with details and publications about my research work:

A large part of my research work during 2004 - 2009 is described in my PhD Thesis (in english). A complete list of publications can be found here.