Anita Valmarska
Anita Valmarska
Verified email at ijs.si
Title
Cited by
Cited by
Year
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
212017
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
202018
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
132018
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), 301-337, 2018
82018
Mining text enriched heterogeneous citation networks
J Kralj, A Valmarska, M Robnik-Šikonja, N Lavrač
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 672-683, 2015
62015
Multi-view approach to Parkinson’s disease quality of life data analysis
A Valmarska, D Miljkovic, M Robnik-Šikonja, N Lavrač
International Workshop on New Frontiers in Mining Complex Patterns, 163-178, 2016
52016
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
52016
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
42020
Inverted heuristics in subgroup discovery
A Valmarska, M Robnik-Šikonja, N Lavrac
Proceedings of the 18th international multiconference information society 178, 2015
32015
Combining Multitask Learning and Short Time Series Analysis in Parkinson’s Disease Patients Stratification
A Valmarska, D Miljkovic, S Konitsiotis, D Gatsios, N Lavrač, ...
Conference on Artificial Intelligence in Medicine in Europe, 116-125, 2017
22017
Analysis of citation networks
A Valmarska, J Demšar
Diploma Thesis, Faculty of Computer and Information Science, University of …, 2014
22014
Connection between the Parkinson’s disease subtypes and patients’ symptoms progression
A Valmarska, D Miljkovic, M Robnik–Šikonja, N Lavrač
Conference on Artificial Intelligence in Medicine in Europe, 263-268, 2019
12019
Visualization and analysis of parkinson’s disease status and therapy patterns
A Valmarska, D Miljkovic, M Robnik–Šikonja, N Lavrač
International Conference on Discovery Science, 466-479, 2018
12018
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
12016
Stratification of Parkinson’s Disease Patients via Multi-view Clustering
A Valmarska, N Lavrač, M Robnik–Šikonja
International Conference on Artificial Intelligence in Medicine, 229-239, 2021
2021
Exploratory analysis of news sentiment using subgroup discovery
A Valmarska, L Cabrera-Diego, EL Pontes, S Pollak
Proceedings of the 8th Workshop on Balto-Slavic Natural Language Processing …, 2021
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
2020
Multi-view Clustering with mvReliefF for Parkinson’s Disease Patients Subgroup Detection
A Valmarska, D Miljkovic, N Lavrač, M Robnik–Šikonja
International Conference on Artificial Intelligence in Medicine, 287-298, 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
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