Gordana Jovanovicمشاهده پروفایل
استادیار
Gordana Jovanovic is an active Assistant Professor at Singidunum University's Faculty of Informatics and Computing, specializing in environmental chemistry with strong computational focus. Her research bridges atmospheric pollution dynamics and machine learning applications, evidenced by 15+ annual publications in high-impact journals. Research interests emphasize explainable AI applications for environmental systems, particularly: Atmospheric fate modeling of PM2.5-bound polycyclic aromatic hydrocarbons (PAHs) Volatile organic compound (VOC) behavior prediction using XGBoost/SHAP frameworks Marine pollution monitoring in the Adriatic Sea ecosystem Biomonitoring techniques for soil-plant-air pollution transfer Her publication trajectory shows significant methodological evolution from traditional environmental chemistry (2016-2021) to AI-integrated approaches since 2022, with recent work featured in Science of the Total Environment and Chemosphere . She co-authored the 2023 textbook 'Environmental Chemistry' and has contributed book chapters on AI applications in environmental science. Research collaborations span multiple institutions: University of Belgrade (doctoral alma mater and ongoing partnership) Croatian research groups (Adriatic Sea pollution studies) International co-authors from Montenegro, Russia, and Turkey Her advising approach emphasizes practical data science skills, with students typically contributing to conference presentations and journal publications. Current work focuses on advancing explainable AI frameworks for pollution source identification and health risk assessment, aligning with Singidunum University's new Applied Artificial Intelligence programs.





