Articles with public access mandates - Nada LavracLearn more
Not available anywhere: 16
Machine learning and data mining methods for managing Parkinson’s disease
D Miljkovic, D Aleksovski, V Podpečan, N Lavrač, B Malle, A Holzinger
Machine learning for health informatics: state-of-the-art and future …, 2016
Mandates: European Commission
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
Mandates: Slovenian Research Agency, European Commission
Py3plex: A library for scalable multilayer network analysis and visualization
B Škrlj, J Kralj, N Lavrač
Complex Networks and Their Applications VII: Volume 1 Proceedings The 7th …, 2019
Mandates: Slovenian Research Agency
Community-based semantic subgroup discovery
B Škrlj, J Kralj, A Vavpetič, N Lavrač
New Frontiers in Mining Complex Patterns: 6th International Workshop, NFMCP …, 2018
Mandates: Slovenian Research Agency
Bisociative knowledge discovery for cross-domain literature mining
N Lavrač, M Juršič, B Sluban, M Perovšek, S Pollak, T Urbančič, B Cestnik
Computational creativity: The philosophy and engineering of autonomously …, 2019
Mandates: Slovenian Research Agency
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
Mandates: Slovenian Research Agency, European Commission
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
Mandates: European Commission
Identification of gender specific biomarkers for Alzheimer’s disease
D Gamberger, B Ženko, A Mitelpunkt, N Lavrač, ADN Initiative
Brain Informatics and Health: 8th International Conference, BIH 2015, London …, 2015
Mandates: US National Institutes of Health
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
Mandates: Slovenian Research Agency
Detection of dependencies between literature domains through relation extraction and copulas
D Miljković, N Lavrač, M Bohanec, BM Boshkoska
2016 International Conference on Control, Decision and Information …, 2016
Mandates: Slovenian Research Agency, European Commission
Modelling human appreciation of machine generated What-if ideas
J Smailovic, M Žnidaršic, N Lavrac, S Pollak, J Kranjc
Mandates: Slovenian Research Agency
Empowering bridging term discovery for cross-domain literature mining in the TextFlows platform
M Perovšek, M Juršič, B Cestnik, N Lavrač
Machine Learning for Health Informatics: State-of-the-Art and Future …, 2016
Mandates: Slovenian Research Agency
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
Mandates: Slovenian Research Agency
Understanding interactions of ‘Candidatus Phytoplasma solani’with grapevine through the lens of complex networks
M Dermastia, B Skrlj, A Valmarska, R Strah, NM Pompe, B Anzic, S Tomaz, ...
Phytopathogenic Mollicutes 13 (1), 9-10, 2023
Mandates: Austrian Science Fund, Slovenian Research Agency
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
Mandates: Slovenian Research Agency
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
Mandates: Slovenian Research Agency
Available somewhere: 63
Identification of clusters of rapid and slow decliners among subjects at risk for Alzheimer’s disease
D Gamberger, N Lavrač, S Srivatsa, RE Tanzi, PM Doraiswamy
Scientific reports 7 (1), 6763, 2017
Mandates: US Department of Defense, US National Institutes of Health, Canadian …
BERT meets shapley: Extending SHAP explanations to transformer-based classifiers
E Kokalj, B Škrlj, N Lavrač, S Pollak, M Robnik-Šikonja
Proceedings of the EACL hackashop on news media content analysis and …, 2021
Mandates: Slovenian Research Agency, European Commission
ClowdFlows: Online workflows for distributed big data mining
J Kranjc, R Orač, V Podpečan, N Lavrač, M Robnik-Šikonja
Future Generation Computer Systems 68, 38-58, 2017
Mandates: Slovenian Research Agency
tax2vec: Constructing interpretable features from taxonomies for short text classification
B Škrlj, M Martinc, J Kralj, N Lavrač, S Pollak
Computer Speech & Language 65, 101104, 2021
Mandates: Slovenian Research Agency, European Commission
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