117,1117

Mirjana Perišić

mperisic|mmnkk|singidunum.ac.rs

Mirjana Perišić je rođena 11.08.1979. u Čačku, Srbija.

Mirjana Perišić je istraživač saradnik u Laboratoriji za životnu sredinu, Instituta za fiziku u Beogradu. Glavni pravci istraživanja su vezani za oblast analize kvaliteta vazduha i primena statističkih metoda za analizu koncentracija atmosferskih aerosola, organskih i neorganskih gasovitih zagađujućih supstanci i njihov transport. Učesnik je 16 nacionalnih i međunarodnih naučnih projekata u oblasti nauke o šivotnoj sredini. Koautor je preko 50 publikacija.


Obrazovanje:

  • Doktorska disertacija
    Fizički fakultet Univerziteta u Beogradu,
    Atomska fizika, 2007-2016
  • Osnovne studije
    Fizički fakultet, Univerziteta u Beogradu,
    Opšta fizika, 1998-2007
  • Srednja škola
    Gimnazija u Čačku,
    Prirodno-matematički, 1994-1998

Radovi u časopisima:

  • N. Bacanin, M. Perisic, G. Jovanovic, R. Damaševičius, S. Stanisic, V. Simic, M. Zivkovic, A. Stojic, The explainable potential of coupling hybridized metaheuristics, XGBoost, and SHAP in revealing toluene behavior in the atmosphere, SCIENCE OF THE TOTAL ENVIRONMENT, No. 172195, Apr, 2024
  • G. Jovanovic, M. Perisic, N. Bacanin, M. Zivkovic, S. Stanisic, I. Strumberger, F. Alimpic, A. Stojic, Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate, Toxics, Vol. 11, No. 4, 394, pp. 1 - 25, Apr, 2023
  • L. Jovanovic, G. Jovanovic, M. Perisic, F. Alimpic, S. Stanisic, N. Bacanin, M. Zivkovic, A. Stojic, The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental Fate, Atmosphere, Vol. 14, No. 1, 109, pp. 1 - 27, Jan, 2023
  • A. Stojić, G. Jovanović, S. Stanišić, S. Herceg Romanić, A. Šoštarić, V. Udovičić, M. Perišić, T. Milićević, The PM2.5-bound polycyclic aromatic hydrocarbon behavior in indoor and outdoor environments, part II: Explainable prediction of benzo[a]pyrene levels, CHEMOSPHERE, pp. 133154 - 133167, Jan, 2022
  • S. Stanišić, M. Perišić, G. Jovanović, T. Milićević, S. Herceg Romanić, A. Jovanović, A. Šoštarić, V. Udovičić, A. Stojić, The PM2.5-bound polycyclic aromatic hydrocarbon behavior in indoor and outdoor environments, part I: Emission sources, ENVIRONMENTAL RESEARCH, pp. 110520 - 110520, 2021
  • M. Perišić, G. Jovanović, A. Stojić, S. Stanišić, Explainable extreme gradient boosting tree-based prediction of toluene, ethylbenzene and xylene wet deposition, SCIENCE OF THE TOTAL ENVIRONMENT, pp. 140 - 147, Feb, 2019
  • A. Stojić, N. Stanić, G. Vuković, S. Stanišić, M. Perišić, A. Šoštarić, L. Lazić, Explainable extreme gradient boosting tree-based prediction of toluene, ethylbenzene and xylene wet deposition, SCIENCE OF THE TOTAL ENVIRONMENT, Vol. 653, pp. 140 - 147, 2019
  • M. Perišić, S. Stanišić, A. Stojić, Forecasting hourly particulate matter concentrations based on the advanced multivariate methods, International Journal of Environmental Science and Technology, pp. 1047 - 1054, Feb, 2017
  • M. Perišić, A. Stojić, S. Stanišić, A. Šoštarić, Z. Mijić, S. Rajšić, Estimation of required PM10 emission source reduction on the basis of a 10-year period data, AIR QUALITY ATMOSPHERE AND HEALTH, pp. 1 - 11, 2014

Radovi na konferencijama:

  • S. Stanišić, M. Perišić, A. Stojić, A. Šoštarić, D. Vudragović, D. Maletić, G. Jovanović, The impact of gaseous pollutants on particulate matter distribution, Jul, 2021
  • A. Stojić, G. Jovanović, S. Stanišić, A. Šoštarić, A. Vranić, M. Mitrović Dankulov, M. Perišić, The impact of humidity and temperature on particulate matter environmental fate, Jul, 2021
  • M. Perišić, A. Stojić, G. Jovanović, A. Šoštarić, D. Maletic, d. vudragović, S. Stanišić, The potential for forecasting the particulate matter levels in complex urban environment, Jul, 2021
  • S. Stanišić, M. Perišić, G. Jovanović, A. Stojić, Receptor Oriented Modeling for Revealing Air Pollution Emission Sources Affecting an Urban Area, 2021
  • N. Bukumirić, M. Perišić, S. Stanišić, G. Jovanović, A. Stojić, The Influence of Covid-19 Lockdown on Btex Level Distributions in Belgrade, 2021
  • G. Jovanović, S. Stanišić, M. Perišić, A. Stojić, Structural Characteristics of Particulate Matter Time Series Observed in an Urban Environment, 2021
  • M. Perišić, G. Jovanović, S. Stanišić, A. Šoštarić, A. Stojić, Meteorological Factors Governing Particulate Matter Distribution in an Urban Environment, 2021
  • F. Alimpić, M. Perišić, S. Stanišić, G. Jovanović, A. Stojić, Evolution of Industry-Related Volatile Organic Compound Levels Affected By Covid-19 Lockdown in Belgrade, 2021
  • S. Stanišić, M. Perišić, A. Stojić, The use of innovative methodology for the characterization of benzene, toluene, ethylbenzene and xylene sources in the Belgrade area, 2020
  • G. Jovanović, S. Stanišić, M. Perišić, Multifractal characteristics of criteria air pollutant time series in urban areas, pp. 29 - 34, 2020
  • M. Perišić, G. Jovanović, A. Vranić, S. Stanišić, Benzene source apportionment using bivariate correlation and regression analyses, pp. 8 - 13, 2020
  • M. Perišić, A. Stojić, S. Stanišić, G. Jovanović, Receptor oriented modeling of urban particulate air pollution: source characterization and spatial distribution, 2019
  • A. Stojić, M. Perišić, G. Jovanović, S. Stanišić, N. Stanić, T. Milićević, Parsing environmental factors which shape particulate matter pollution using explainable artificial intelligence, 2019
  • T. Milićević, S. Stanišić, G. Jovanović, M. Perišić, A. Šoštarić, A. Stojić, Explainable benzo[a]pyrene in an indoor environment, 2019
  • G. Jovanović, A. Stojić, M. Perišić, S. Stanišić, N. Stanić, T. Milićević, Explainable relations of particulate matter and environmental factors in an urban area, 2019
  • A. Stojić, S. Stanišić, M. Perišić, Z. Mijić, Multiscale multifractal analysis of nonlinearity in particulate matter time series, 2017
  • M. Perišić, G. Vuković, Z. Mijić, A. Šoštarić, A. Stojić, Relative importance of gaseous pollutants and aerosol constituents for identification of PM10 sources of variability, 2017
  • T. Milićević, D. Relić, G. Vuković, M. Perišić, D. Majstorović, M. Aničić Urošević, A. Popović, Survey of potentially toxic element pollution of the vineyard soil, 2016

Ostali radovi:

  • S. Stanišić, G. Jovanović, M. Perišić, S. Herceg Romanić, T. Milićević, A. Stojić, Explaining the Environmental Fate of PAHs in Indoor and Outdoor Environments by the Use of Artificial Intelligence, Polycyclic Aromatic Hydrocarbons: Sources, Exposure and Health Effects, Nova Science Publishers, NY, USA, 2022
  • S. Stanišić, M. Perišić, G. Jovanović, D. Maletić, D. Vudragović, A. Vranić, A. Stojić, What information on volatile organic compounds can be obtained from the data of a single measurement site through the use of artificial intelligence?, Artificial Intelligence: Theory and Applications, Springer series – Studies in Computational Intelligence, 2021
  • G. Jovanović, M. Matek Sarić, S. Herceg Romanić, S. Stanišić, M. Mitrović Dankulov, A. Popović, M. Perišić, Patterns of PCB-138 occurrence in the breast milk of primiparae and multiparae using SHapley Additive exPlanations analysis, Artificial Intelligence: Theory and Applications, Springer series – Studies in Computational Intelligence, 2021
  • A. Stojić, B. Mustać, G. Jovanović, J. Đinović Stojanović, M. Perišić, S. Stanišić, S. Herceg Romanić, Explainable machine learning prediction of PCB-138 behavior patterns in edible fish from Croatian Adriatic, Artificial Intelligence: Theory and Applications, Springer series – Studies in Computational Intelligence, 2021
  • A. Stojić, G. Vuković, S. Stanišić, M. Perišić, A. Šoštarić, Urban air pollution: an insight into its complex aspects, A Closer Look at Urban Areas, pp. 69 - 123, Nova Science Publishers, 2018
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