Matej Vuković

Environmental Science · Physical Sciences

8h-index297citations28works2.12yr avg
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Research Topics

Air Quality Monitoring and Forecasting(8), Air Quality and Health Impacts(7), COVID-19 impact on air quality(5), Manufacturing Process and Optimization(3), Machine Learning in Materials Science(3)

Publications28 total

Tracing the Data Trail: A Survey of Data Provenance, Transparency and Traceability in LLMs
ArXiv.org·2026Open Access
Tracing the Data Trail: A Survey of Data Provenance, Transparency and Traceability in LLMs
arXiv (Cornell University)·2026Open Access
Leveraging Causal Discovery to Tackle Complexity in Model-Based Anomaly Detection: Case-Study from Blast Furnace Operation
2025
Analysis of the impact of mineral fertilization on the status of winter wheat
Repository Faculty of agriculture in Osijek - Repository senior and graduate students·2025Open Access
Unveiling Operational Dynamics: Causally Interpretable Clustering for Understanding the Usage of Plastic Injection Molding Machines
2024· 1 cited
Variety, Chemical Protection and Biostimulator Effect on Winter Wheat Status
Poljoprivreda·2024· 5 citedOpen Access
Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process
Sensors·2024· 4 citedOpen Access
Local machine learning model-based multi-objective optimization for managing system interdependencies in production: A case study from the ironmaking industry
Engineering Applications of Artificial Intelligence·2024· 8 cited
Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process
Preprints.org·2024· 1 citedOpen Access
Agronomic and morphological comparison of wheat varieties from Poland and Croatia during the 2022/2023 growing season
Repository Faculty of agriculture in Osijek - Repository senior and graduate students·2023Open Access
Struktura i utemeljenje međunarodne organizacije rada
Mostariensia·2022Open Access
Towards Flexible and Cognitive Production—Addressing the Production Challenges
Applied Sciences·2022· 11 citedOpen Access
Machine Learning and Meteorological Normalization for Assessment of Particulate Matter Changes during the COVID-19 Lockdown in Zagreb, Croatia
International Journal of Environmental Research and Public Health·2022· 23 citedOpen Access
Insignificant Changes in Particulate Matter during the COVID-19 Lockdown: A Machine Learning Study in Zagreb, Croatia
Proceedings of the World Congress on Civil, Structural, and Environmental Engineering·2022· 3 citedOpen Access
State-of-the-Art Explainability Methods with Focus on Visual Analytics Showcased by Glioma Classification
BioMedInformatics·2022· 22 citedOpen Access
Causal Discovery in Manufacturing: A Structured Literature Review
Journal of Manufacturing and Materials Processing·2022· 68 citedOpen Access
Understanding the true effects of the COVID-19 lockdown on air pollution by means of machine learning
Environmental Pollution·2020· 93 citedOpen Access
Understanding the True Effects of the COVID-19 Lockdown on Air Pollution by Means of Machine Learning
2020· 14 citedOpen Access
Understanding the True Effects of the COVID-19 Lockdown on Air Pollution by Means of Machine Learning
2020· 6 citedOpen Access
Air pollution 01.2014 - 05.2020 (including COVID-19 lockdown) data from Graz, Austria
Zenodo (CERN European Organization for Nuclear Research)·2020· 3 citedOpen Access
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Frequent Co-authors

Mario Lovrić(8), Roman Kern(8), Stuart K. Grange(7), Stefan Thalmann(7), Belgin Mutlu(7), Kristina Pavlović(5), Michael Haberl(4), Juergen Mangler(3), Milot Gashi(3), Josef Suschnigg(3), Michael Häberl(2), Tobias Schreck(2), Christian Kittl(2), Nikolina Jekic(2), Mario Antunović(2), Iva Šunić(2), Simonas Kecorius(2), Mark Kröll(2), Ivan Bešlić(2), Gordana Pehnec(2)