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Mario Lovrić
Mario Lovrić
InAntro | COPSAC | RCPE | Lisbon Council
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Understanding the true effects of the COVID-19 lockdown on air pollution by means of machine learning
M Lovric, K Pavlović, M Vuković, SK Grange, M Haberl, R Kern
Environmental Pollution, 2020
792020
PySpark and RDKit: Moving towards Big Data in Cheminformatics
M Lovrić, JM Molero, R Kern
Molecular Informatics 38 (6), 2019
582019
Machine learning in prediction of intrinsic aqueous solubility of drug-like compounds: generalization, complexity or predictive ability?
M Lovrić, K Pavlović, P Žuvela, A Spataru, B Lučić, R Kern, MW Wong
Journal of Chemometrics, 2021
482021
Assessment of river sediment toxicity: Combining empirical zebrafish embryotoxicity testing with in silico toxicity characterization
S Babić, J Barišić, D Stipaničev, S Repec, M Lovrić, O Malev, ...
Science of the total environment 643, 435-450, 2018
452018
Applying machine learning methods to better understand, model and estimate mass concentrations of traffic-related pollutants at a typical street canyon
I Šimić, M Lovrić, R Godec, M Kröll, I Bešlić
Environmental pollution 263, 114587, 2020
412020
Toxicity prediction and effect characterization of 90 pharmaceuticals and illicit drugs measured in plasma of fish from a major European river (Sava, Croatia)
O Malev, M Lovrić, D Stipaničev, S Repec, D Martinović-Weigelt, ...
Environmental pollution 266, 115162, 2020
382020
Estimation of Random Accuracy and its Use in Validation of Predictive Quality of Classification Models within Predictive Challenges
Bono Lučić, Jadranko Batista, Viktor Bojović, Mario Lovrić, Ana Sović Kržić ...
Croatica Chemica Acta 92 (3), 1-13, 2019
36*2019
Plant resistome profiling in evolutionary old bog vegetation provides new clues to understand emergence of multi-resistance
MM Obermeier, WA Wicaksono, J Taffner, A Bergna, A Poehlein, ...
The ISME Journal, 2020
352020
Adherence to Mediterranean Diet and Maternal Lifestyle during Pregnancy: Island–Mainland Differentiation in the CRIBS Birth Cohort
SM Dubravka Havaš Auguštin, Jelena Šarac, Mario Lovrić, Jelena Živković ...
Nutrients 12 (8), 2179, 2020
232020
Ensemble learning approaches to data imbalance and competing objectives in design of an industrial machine vision system
P Zuvela, M Lovric, A Yousefian-Jazi, JJ Liu
Industrial & Engineering Chemistry Research 59 (10), 4636-4645, 2020
232020
Should we embed in chemistry? A comparison of unsupervised transfer learning with PCA, UMAP, and VAE on molecular fingerprints
M Lovrić, T Đuričić, HTN Tran, H Hussain, E Lacić, MA Rasmussen, ...
Pharmaceuticals 14 (8), 758, 2021
202021
Pollution Sources and Carcinogenic Risk of PAHs in PM1 Particle Fraction in an Urban Area
I Jakovljević, Z Sever Štrukil, R Godec, I Bešlić, S Davila, M Lovrić, ...
International Journal of Environmental Research and Public Health 17 (24), 9587, 2020
202020
Theory-inspired machine learning—towards a synergy between knowledge and data
JG Hoffer, AB Ofner, FM Rohrhofer, M Lovrić, R Kern, S Lindstaedt, ...
Welding in the World 66 (7), 1291-1304, 2022
162022
Predicting Treatment Outcomes Using Explainable Machine Learning in Children with Asthma
M Lovrić, I Banić, E Lacić, R Kern, K Pavlović, M Turkalj
Children 8 (5), 2021
152021
A Generation Shift in Mediterranean Diet Adherence and Its Association with Biological Markers and Health in Dalmatia, Croatia
J Šarac, D Havaš Auguštin, M Lovric, S Stryeck, I Šunic, N Novokmet, ...
Nutrients 13 (12), 2021
152021
Collaborative Data Use between Private and Public Stakeholders—A Regional Case Study
C Jean-Quartier, M Rey Mazón, M Lovrić, S Stryeck
Data 7 (2), 20, 2022
142022
Affinity of Antifungal Isoxazolo [3, 4-b] pyridine-3 (1H)-Ones to Phospholipids in Immobilized Artificial Membrane (IAM) Chromatography
K Ciura, J Fedorowicz, P Žuvela, M Lovrić, H Kapica, P Baranowski, ...
Molecules 25 (20), 4835, 2020
132020
Combining short-term bioassays using fish and crustacean model organisms with ToxCast in vitro data and broad-spectrum chemical analysis for environmental risk assessment of …
O Malev, S Babić, AS Cota, D Stipaničev, S Repec, M Drnić, M Lovrić, ...
Environmental pollution 292, 118440, 2022
122022
Machine learning and meteorological normalization for assessment of particulate matter changes during the COVID-19 lockdown in Zagreb, Croatia
M Lovrić, M Antunović, I Šunić, M Vuković, S Kecorius, M Kröll, I Bešlić, ...
International journal of environmental research and public health 19 (11), 6937, 2022
112022
Predictive capability of QSAR models based on the CompTox zebrafish embryo assays: An imbalanced classification problem
M Lovrić, O Malev, G Klobučar, R Kern, JJ Liu, B Lučić
Molecules 26 (6), 1617, 2021
112021
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