Researchers



Results 1-20 of 91
Issue DateTitleAuthor(s)TypeМp-cat.
2026Urban Benzene Pollution During the COVID-19 State of Emergency: Insights from an Interpretable Artificial Intelligence Approach to Multi-Scale Urban Environmental DataIsibor, Gabriel Joseph; Bezdan, Timea  ; Jovanović, Gordana  ; Radić, Nataša; Stanišić, Svetlana  ; Stanić, Nenad; Stojić, Andreja  ; Perišić, Mirjana  Naučni članak
21M21 - Vodeći međunarodni časopis kategorije M21
2026Beyond concentration-based analysis: explainable AI identifies environmental settings influencing urban PM10 variabilityPerišić, Mirjana  ; Jovanović, Gordana  ; Bezdan, Timea  ; Stanišić, Svetlana  ; Stojić, Andreja  Article
21aM21a
2025An AI-Based Framework for Characterizing the Atmospheric Fate of Air Pollutants Within Diverse Environmental SettingsN. Radić; M. Perišić  ; G. Jovanović  ; Т. Bezdan  ; S. Stanišić  ; N. Stanić; A. Stojić  Article
22M22
2024Ako je hrana Vaš porokS. Stanišić  Monograph
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2024The explainable potential of coupling hybridized metaheuristics, XGBoost, and SHAP in revealing toluene behavior in the atmosphereN. Bacanin  ; M. Perisic  ; G. Jovanovic  ; R. Damaševičius; S. Stanisic  ; V. Simic  ; M. Zivkovic  ; A. StojicArticle
21aM21a
2024Caffeine content in dietary supplements: hidden risks and implications for public healthStanišić, Svetlana  ; Dragićević, Nina  ; Kilibarda, Nataša  ; Živković, Jelena  Article
23M23
2024The PM2.5-Bound Polycyclic Aromatic Hydrocarbon Behavior in Indoor and Outdoor Environments, Part III: Role of Environmental Settings in Elevating Indoor Concentrations of Benzo(a)pyreneG. Jovanović  ; M. Perišić  ; T. Bezdan  ; S. Stanišić  ; K. Radusin; A. Popović; A. Stojić  Article
22M22
2023Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental FateG. Jovanovic  ; M. Perisic  ; N. Bacanin  ; M. Zivkovic  ; S. Stanisic  ; I. Strumberger ; F. Alimpic ; A. Stojic  Article
21M21
2023A comprehensive health effects assessment of the use of sanitizers and disinfectants during COVID-19 pandemic: a global surveyH. Fallah et al.; S. Stanišić  Article
21M21
2023The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental FateL. Jovanovic ; G. Jovanovic  ; M. Perisic  ; F. Alimpic ; S. Stanisic  ; N. Bacanin  ; M. Zivkovic  ; A. Stojic  Article
22M22
2023REVEALING TOLUENE BEHAVIOUR IN THE ATMOSPHERE BASED ON COUPLING OF METAHEURISTICS, XGBOOST, AND SHAPG. Jovanović  ; M. Perišić  ; S. Stanišić  ; N. Bačanin DŽakula  ; A. StojićConference Paper
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2022Explaining the Environmental Fate of PAHs in Indoor and Outdoor Environments by the Use of Artificial IntelligenceS. Stanišić  ; Jovanović, Gordana  ; Perišić, Mirjana  ; S. Herceg Romanić; Milićević, Tijana  ; Stojić, Andreja  Book parts
14documentMNO za geonauke i astronomiju (31.01.2025.)
M14
2022The PM2.5-bound polycyclic aromatic hydrocarbon behavior in indoor and outdoor environments, part II: Explainable prediction of benzo[a]pyrene levelsA. Stojić  ; G. Jovanović  ; S. Stanišić  ; S. Herceg Romanić; A. Šoštarić; V. Udovičić  ; M. Perišić  ; T. Milićević  Article
21aM21a
2022Explaining Xylene Wet Deposition Using Artificial IntelligenceJovanović, Gordana  ; Perišić, Mirjana  ; Stanišić, Svetlana  ; Stojić, Andreja  Book parts
14documentMNO za geonauke i astronomiju (31.01.2025.)
M14
2021Meteorological Factors Governing Particulate Matter Distribution in an Urban EnvironmentM. Perišić  ; G. Jovanović  ; S. Stanišić  ; A. Šoštarić; A. StojićConference Paper
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2021Patterns of PCB-138 Occurrence in the Breast Milk of Primiparae and Multiparae Using SHapley Additive exPlanations AnalysisJovanović, Gordana  ; Matek Sarić, Marijana; Herceg Romanić, Snježana; Stanišić, Svetlana M.  ; Mitrović Dankulov, Marija  ; Popović, Aleksandar R.  ; Perišić, Mirjana  ; Pap, EndreBook parts
- -documentMNO za fiziku (15.07.2022.)
Bez odluke
2021Receptor Oriented Modeling for Revealing Air Pollution Emission Sources Affecting an Urban AreaS. Stanišić  ; M. Perišić  ; G. Jovanović  ; A. StojićConference Paper
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2021What information on volatile organic compounds can be obtained from the data of a single measurement site through the use of artificial intelligence?S. Stanišić  ; M. Perišić  ; G. Jovanović  ; D. Maletić; Dušan Vudragović  ; A. Vranić  ; A. StojićBook parts
13documentMNO za geonauke i astronomiju (22.10.2024.)
M13
2021Explainable machine learning prediction of PCB-138 behavior patterns in edible fish from Croatian AdriaticA. Stojić; B. Mustać; G. Jovanović  ; J. Đinović Stojanović; M. Perišić  ; S. Stanišić  ; S. Herceg RomanićBook parts
Mp. category will be shown later
2021The PM2.5-bound polycyclic aromatic hydrocarbon behavior in indoor and outdoor environments, part I: Emission sourcesStanišić, Svetlana  ; Perišić, Mirjana  ; Vuković, Gordana  ; Milićević, Tijana  ; Romanić, Snježana Herceg; Jovanović, Aleksandar; Šoštarić, Andrej; Udovičić, Vladimir  ; Stojić, Andreja  Article
21a+M21a+