Martin Mozina

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 9

Top Topics

Machine Learning

Qualitative Models

Knowledge Elicitation

Automatic Extraction

Top Venues

Artif. Intell. Medicine

Publications

Vida Groznik, Martin Mozina, Timotej Lazar, Dejan Georgiev, Aleksander Sadikov
Gaze Behaviour During Reading as a Predictor of Mild Cognitive Impairment. BHI (2021)
Matej Guid, Matevz Pavlic, Martin Mozina
Automated Feedback Generation for Argument-Based Intelligent Tutoring Systems. CSEDU (1) (2019)
Martin Mozina, Janez Demsar, Ivan Bratko, Jure Zabkar
Extreme value correction: a method for correcting optimistic estimations in rule learning. Mach. Learn. 108 (2) (2019)
Matej Guid, Martin Mozina, Matevz Pavlic, Klemen Tursic
Learning by Arguing in Argument-Based Machine Learning Framework. ITS (2019)
Martin Mozina
Arguments in Interactive Machine Learning. Informatica (Slovenia) 42 (1) (2018)
Martin Mozina, Timotej Lazar
Syntax-Based Analysis of Programming Concepts in Python. AIED (2) (2018)
Martin Mozina, Timotej Lazar, Ivan Bratko
Identifying typical approaches and errors in Prolog programming with argument-based machine learning. Expert Syst. Appl. 112 (2018)
Aleksander Sadikov, Vida Groznik, Martin Mozina, Jure Zabkar, Dag Nyholm, Mevludin Memedi, Ivan Bratko, Dejan Georgiev
Feasibility of spirography features for objective assessment of motor function in Parkinson's disease. Artif. Intell. Medicine 81 (2017)
Timotej Lazar, Martin Mozina, Ivan Bratko
Automatic Extraction of AST Patterns for Debugging Student Programs. AIED (2017)
Aleksander Sadikov, Jure Zabkar, Martin Mozina, Vida Groznik, Dag Nyholm, Mevludin Memedi
Feasibility of Spirography Features for Objective Assessment of Motor Symptoms in Parkinson's Disease. AIME (2015)
Mevludin Memedi, Aleksander Sadikov, Vida Groznik, Jure Zabkar, Martin Mozina, Filip Bergquist, Anders Johansson, Dietrich Haubenberger, Dag Nyholm
Automatic Spiral Analysis for Objective Assessment of Motor Symptoms in Parkinson's Disease. Sensors 15 (9) (2015)
Matej Zapusek, Martin Mozina, Ivan Bratko, Joze Rugelj, Matej Guid
Designing an Interactive Teaching Tool with ABML Knowledge Refinement Loop. Intelligent Tutoring Systems (2014)
Aleksander Sadikov, Vida Groznik, Jure Zabkar, Martin Mozina, Dejan Georgiev, Zvezdan Pirtosek, Ivan Bratko
ParkinsonCheck Smart Phone App. ECAI (2014)
Vida Groznik, Aleksander Sadikov, Martin Mozina, Jure Zabkar, Dejan Georgiev, Ivan Bratko
Attribute Visualisation for Computer-Aided Diagnosis: A Case Study. ICHI (2014)
Vida Groznik, Matej Guid, Aleksander Sadikov, Martin Mozina, Dejan Georgiev, Veronika Kragelj, Samo Ribaric, Zvezdan Pirtosek, Ivan Bratko
Elicitation of neurological knowledge with argument-based machine learning. Artif. Intell. Medicine 57 (2) (2013)
Matej Guid, Martin Mozina, Ciril Bohak, Aleksander Sadikov, Ivan Bratko
Building an Intelligent Tutoring System for Chess Endgames. CSEDU (2013)
Janez Demsar, Tomaz Curk, Ales Erjavec, Crtomir Gorup, Tomaz Hocevar, Mitar Milutinovic, Martin Mozina, Matija Polajnar, Marko Toplak, Anze Staric, Miha Stajdohar, Lan Umek, Lan Zagar, Jure Zbontar, Marinka Zitnik, Blaz Zupan
Orange: data mining toolbox in python. J. Mach. Learn. Res. 14 (1) (2013)
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
Learning Qualitative Models from Numerical Data: Extended abstract. IJCAI (2013)
Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Ivan Bratko
Goal-Oriented Conceptualization of Procedural Knowledge. ITS (2012)
Damjan Kuznar, Martin Mozina, Marina Giordanino, Ivan Bratko
Improving vehicle aeroacoustics using machine learning. Eng. Appl. Artif. Intell. 25 (5) (2012)
Matej Guid, Martin Mozina, Vida Groznik, Dejan Georgiev, Aleksander Sadikov, Zvezdan Pirtosek, Ivan Bratko
ABML Knowledge Refinement Loop: A Case Study. ISMIS (2012)
Vida Groznik, Matej Guid, Aleksander Sadikov, Martin Mozina, Dejan Georgiev, Veronika Kragelj, Samo Ribaric, Zvezdan Pirtosek, Ivan Bratko
Elicitation of Neurological Knowledge with ABML. AIME (2011)
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
Learning Predictive Qualitative Models with Padé. Informatica (Slovenia) 35 (4) (2011)
Jure Zabkar, Martin Mozina, Ivan Bratko, Janez Demsar
Learning qualitative models from numerical data. Artif. Intell. 175 (9-10) (2011)
Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko
Learning to Explain with ABML. ExaCt (2010)
Martin Mozina, Matej Guid, Aleksander Sadikov, Vida Groznik, Jana Krivec, Ivan Bratko
Conceptualizing Procedural Knowledge Targeted at Students with Different Skill Levels. EDM (2010)
José Iria, Spiros Nikolopoulos, Martin Mozina
Cross-Media Knowledge Extraction in the Car Manufacturing Industry. ICTAI (2009)
Matej Guid, Martin Mozina, Aleksander Sadikov, Ivan Bratko
Deriving Concepts and Strategies from Chess Tablebases. ACG (2009)
Martin Mozina, Claudio Giuliano, Ivan Bratko
Argument Based Machine Learning from Examples and Text. ACIIDS (2009)
Matej Guid, Martin Mozina, Jana Krivec, Aleksander Sadikov, Ivan Bratko
Learning Positional Features for Annotating Chess Games: A Case Study. Computers and Games (2008)
Martin Mozina, Matej Guid, Jana Krivec, Aleksander Sadikov, Ivan Bratko
Fighting Knowledge Acquisition Bottleneck with Argument Based Machine Learning. ECAI (2008)
Martin Mozina, Jure Zabkar, Ivan Bratko
Argument based machine learning. Artif. Intell. 171 (10-15) (2007)
Martin Mozina, Jure Zabkar, Ivan Bratko
Argument Based Rule Learning. ECAI (2006)
Aleksander Sadikov, Martin Mozina, Matej Guid, Jana Krivec, Ivan Bratko
Automated Chess Tutor. Computers and Games (2006)
Martin Mozina, Janez Demsar, Jure Zabkar, Ivan Bratko
Why Is Rule Learning Optimistic and How to Correct It. ECML (2006)
Ivan Bratko, Martin Mozina, Jure Zabkar
Argument-Based Machine Learning. ISMIS (2006)
Jure Zabkar, Martin Mozina, Jerneja Videcnik, Ivan Bratko
Argument Based Machine Learning in a Medical Domain. COMMA (2006)
Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko
Application of Argument Based Machine Learning to Law. ICAIL (2005)
Aleks Jakulin, Martin Mozina, Janez Demsar, Ivan Bratko, Blaz Zupan
Nomograms for visualizing support vector machines. KDD (2005)
Martin Mozina, Jure Zabkar, Trevor J. M. Bench-Capon, Ivan Bratko
Argument Based Machine Learning Applied to Law. Artif. Intell. Law 13 (1) (2005)
Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan
Nomograms for Visualization of Naive Bayesian Classifier. PKDD (2004)