| Refinement and selection heuristics in subgroup discovery and classification rule learning A Valmarska, N Lavrač, J Fürnkranz, M Robnik-Šikonja Expert Systems with Applications 81, 147-162, 2017 | 27 | 2017 |
| Symptoms and medications change patterns for Parkinson's disease patients stratification A Valmarska, D Miljkovic, S Konitsiotis, D Gatsios, N Lavrač, ... Artificial Intelligence in Medicine 91, 82-95, 2018 | 26 | 2018 |
| A decision support system for Parkinson disease management: expert models for suggesting medication change M Bohanec, D Miljković, A Valmarska, B Mileva Boshkoska, E Gasparoli, ... Journal of decision systems 27 (sup1), 164-172, 2018 | 22 | 2018 |
| Decision support for medication change of Parkinson's disease patients BM Boshkoska, D Miljković, A Valmarska, D Gatsios, G Rigas, ... Computer Methods and Programs in Biomedicine 196, 105552, 2020 | 17 | 2020 |
| Analysis of medications change in Parkinson’s disease progression data A Valmarska, D Miljkovic, N Lavrač, M Robnik-Šikonja Journal of Intelligent Information Systems 51, 301-337, 2018 | 11 | 2018 |
| Mining text enriched heterogeneous citation networks J Kralj, A Valmarska, M Robnik-Šikonja, N Lavrač Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 8 | 2015 |
| Multi-view approach to Parkinson’s disease quality of life data analysis A Valmarska, D Miljkovic, M Robnik-Šikonja, N Lavrač New Frontiers in Mining Complex Patterns: 5th International Workshop, NFMCP …, 2017 | 7 | 2017 |
| Towards multi-view approach to Parkinson’s disease quality of life data analysis A Valmarska, D Miljkovic, N Lavrac, M Robnik-Šikonja Proceedings of the 5th international workshop on new frontiers in mining …, 2016 | 4 | 2016 |
| Combining multitask learning and short time series analysis in Parkinson’s disease patients stratification A Valmarska, D Miljkovic, S Konitsiotis, D Gatsios, N Lavrač, ... Artificial Intelligence in Medicine: 16th Conference on Artificial …, 2017 | 3 | 2017 |
| Inverted heuristics in subgroup discovery A Valmarska, M Robnik-Šikonja, N Lavrac Proceedings of the 18th international multiconference information society, 2015 | 3 | 2015 |
| Analysis of citation networks A Valmarska, J Demšar Diploma Thesis, Faculty of Computer and Information Science, University of …, 2014 | 2 | 2014 |
| Exploratory analysis of news sentiment using subgroup discovery A Valmarska, LA Cabrera-Diego, EL Pontes, S Pollak Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing …, 2021 | 1 | 2021 |
| Data mining and decision support techniques for patients’ treatment management: A case of Parkinson’s disease A Valmarska 2020 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2020 | 1 | 2020 |
| Connection between the Parkinson’s disease subtypes and patients’ symptoms progression A Valmarska, D Miljkovic, M Robnik–Šikonja, N Lavrač Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019 | 1 | 2019 |
| Visualization and analysis of parkinson’s disease status and therapy patterns A Valmarska, D Miljkovic, M Robnik–Šikonja, N Lavrač Discovery Science: 21st International Conference, DS 2018, Limassol, Cyprus …, 2018 | 1 | 2018 |
| Analysis of Text-Enriched Heterogeneous Information Networks J Kralj, A Valmarska, M Grčar, M Robnik-Šikonja, N Lavrač Big Data Analysis: New Algorithms for a New Society, 115-139, 2016 | 1 | 2016 |
| Stratification of Parkinson’s Disease Patients via Multi-view Clustering A Valmarska, N Lavrač, M Robnik–Šikonja Artificial Intelligence in Medicine: 19th International Conference on …, 2021 | | 2021 |
| Multi-view Clustering with mvReliefF for Parkinson’s Disease Patients Subgroup Detection A Valmarska, D Miljkovic, N Lavrač, M Robnik–Šikonja Artificial Intelligence in Medicine: 18th International Conference on …, 2020 | | 2020 |
| Correction to: Analysis of medications change in Parkinson’s disease progression data A Valmarska, D Miljkovic, N Lavrač, M Robnik-Šikonja Journal of Intelligent Information Systems 51 (2), 339-340, 2018 | | 2018 |
| Descriptive Data Mining for Parkinson's Disease Data Analysis: Doctoral Dissertation A Valmarska A. Valmarska, 2018 | | 2018 |