All Stories

  1. Migration of cypermethrin to and through the PET containers and artificial neural network–based estimation of its emission

    Article • Environmental Science and Pollution Research, August 2019, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  2. Multilevel split of high-dimensional water quality data using artificial neural networks for the prediction of dissolved oxygen in the Danube River

    Article • Neural Computing and Applications, February 2019, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  3. Persistent organic pollutants (POPs) in edible fish species from different fishing zones of Croatian Adriatic

    Article • Marine Pollution Bulletin, December 2018, Elsevier

    Dr Davor Z. Antanasijević

  4. Virtual water quality monitoring at inactive monitoring sites using Monte Carlo optimized artificial neural networks: A case study of Danube River (Serbia)

    Article • The Science of The Total Environment, November 2018, Elsevier

    Dr Davor Z. Antanasijević

  5. Urban population exposure to tropospheric ozone: A multi-country forecasting of SOMO35 using artificial neural networks

    Article • Environmental Pollution, October 2018, Elsevier

    Dr Davor Z. Antanasijević

  6. Self-organizing maps for indications of airborne polychlorinated biphenyl (PCBs) and organochlorine pesticide (OCPs) dependence on spatial and meteorological parameters

    Article • The Science of The Total Environment, July 2018, Elsevier

    Dr Davor Z. Antanasijević

  7. Effect of compositional data in the multivariate analysis of sterol concentrations in river sediments

    Article • Microchemical Journal, February 2018, Elsevier

    Dr Davor Z. Antanasijević

  8. Application of experimental design for the optimization of artificial neural network-based water quality model: a case study of dissolved oxygen prediction

    Article • Environmental Science and Pollution Research, January 2018, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  9. Experimental and theoretical consideration of the factors influencing cationic pollutants retention by seashell waste

    Article • Journal of Chemical Technology & Biotechnology, January 2018, Wiley

    Dr Davor Z. Antanasijević

  10. A linear and non-linear polynomial neural network modeling of dissolved oxygen content in surface water: Inter- and extrapolation performance with inputs' significance analysis

    Article • The Science of The Total Environment, January 2018, Elsevier

    Dr Davor Z. Antanasijević

  11. A novel SON2 -based similarity index and its application for the rationalization of river water quality monitoring network

    Article • River Research and Applications, November 2017, Wiley

    Dr Davor Z. Antanasijević

  12. From Classification to Regression Multitasking QSAR Modeling Using a Novel Modular Neural Network: Simultaneous Prediction of Anticonvulsant Activity and Neurotoxicity of Succinimides

    Article • Molecular Pharmaceutics, November 2017, American Chemical Society (ACS)

    Dr Davor Z. Antanasijević

  13. A differential multi-criteria analysis for the assessment of sustainability performance of European countries: Beyond country ranking

    Article • Journal of Cleaner Production, November 2017, Elsevier

    Dr Davor Z. Antanasijević

  14. Multiple-input–multiple-output general regression neural networks model for the simultaneous estimation of traffic-related air pollutant emissions

    Article • Atmospheric Pollution Research, November 2017, Elsevier

    Dr Davor Z. Antanasijević

  15. Application of artificial neural networks for estimating Cd, Zn, Pb removal efficiency from wastewater using complexation-microfiltration process

    Article • International Journal of Environmental Science and Technology, January 2017, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  16. Prediction of municipal solid waste generation using artificial neural network approach enhanced by structural break analysis

    Article • Environmental Science and Pollution Research, October 2016, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  17. Unsupervised classification and multi-criteria decision analysis as chemometric tools for the assessment of sediment quality: A case study of the Danube and Sava River

    Article • CATENA, September 2016, Elsevier

    Dr Davor Z. Antanasijević

  18. A Chemometrical Analysis of Voltammetric Data for Simultaneous Determination of Phenobarbital Sodium and Paracetamol Obtained at a Gold Electrode

    Article • International Journal of Electrochemical Science, July 2016, ESG

    Dr Davor Z. Antanasijević

  19. Modeling the BOD of Danube River in Serbia using spatial, temporal, and input variables optimized artificial neural network models

    Article • Environmental Monitoring and Assessment, April 2016, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  20. Prediction of nitrogen oxides emissions at the national level based on optimized artificial neural network model

    Article • Air Quality Atmosphere & Health, April 2016, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  21. Prediction of clearing temperatures of bent-core liquid crystals using decision trees and multivariate adaptive regression splines

    Article • Liquid Crystals, March 2016, Taylor & Francis

    Dr Davor Z. Antanasijević

  22. Chemometrics in biomonitoring: Distribution and correlation of trace elements in tree leaves

    Article • The Science of The Total Environment, March 2016, Elsevier

    Dr Davor Z. Antanasijević

  23. Estimation of NMVOC emissions using artificial neural networks and economical and sustainability indicators as inputs

    Article • Environmental Science and Pollution Research, February 2016, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  24. A QSPR study on the liquid crystallinity of five-ring bent-core molecules using decision trees, MARS and artificial neural networks

    Article • RSC Advances, January 2016, Royal Society of Chemistry

    Dr Davor Z. Antanasijević

  25. A GMDH-type neural network with multi-filter feature selection for the prediction of transition temperatures of bent-core liquid crystals

    Article • RSC Advances, January 2016, Royal Society of Chemistry

    Dr Davor Z. Antanasijević

  26. Response to comment of Taher Rajaee and Salar Khani on “Artificial neural network modelling of biological oxygen demand in rivers at the national level with input selection based on Monte Carlo simulations” [Šiljić et al., Environ Sci Pollut Res (2015)...

    Article • Environmental Science and Pollution Research, December 2015, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  27. The novel approach to the biomonitor survey using one- and two-dimensional Kohonen networks

    Article • Environmental Monitoring and Assessment, September 2015, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  28. Lead spatio-temporal pattern identification in urban microenvironments using moss bags and the Kohonen self-organizing maps

    Article • Atmospheric Environment, September 2015, Elsevier

    Dr Davor Z. Antanasijević

  29. Modeling of ammonia emission in the USA and EU countries using an artificial neural network approach

    Article • Environmental Science and Pollution Research, July 2015, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  30. Modeling of energy consumption and related GHG (greenhouse gas) intensity and emissions in Europe using general regression neural networks

    Article • Proceedings of the Institution of Civil Engineers - Energy, May 2015, Elsevier

    Dr Davor Z. Antanasijević

  31. Selected trace element concentrations in ambient air and in horse chestnut leaves in Belgrade

    Article • Chemical Industry and Chemical Engineering Quarterly, January 2015, National Library of Serbia

    Dr Davor Z. Antanasijević

  32. Modeling of methane emissions using artificial neural network approach

    Article • Journal of the Serbian Chemical Society, January 2015, National Library of Serbia

    Dr Davor Z. Antanasijević

  33. Modelling of dissolved oxygen in the Danube River using artificial neural networks and Monte Carlo Simulation uncertainty analysis

    Article • Journal of Hydrology, November 2014, Elsevier

    Dr Davor Z. Antanasijević

  34. Artificial neural network modelling of biological oxygen demand in rivers at the national level with input selection based on Monte Carlo simulations

    Article • Environmental Science and Pollution Research, October 2014, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  35. Lead isotopic composition in tree leaves as tracers of lead in an urban environment

    Article • Ecological Indicators, October 2014, Elsevier

    Dr Davor Z. Antanasijević

  36. Forecasting GHG emissions using an optimized artificial neural network model based on correlation and principal component analysis

    Article • International Journal of Greenhouse Gas Control, January 2014, Elsevier

    Dr Davor Z. Antanasijević

  37. Prediction of hardness and electrical properties in ZrB2 particle reinforced metal matrix composites using artificial neural network

    Article • Metallurgical and Materials Engineering, January 2014, Centre for Evaluation in Education and Science (CEON/CEES)

    Dr Davor Z. Antanasijević

  38. Modelling of dissolved oxygen content using artificial neural networks: Danube River, North Serbia, case study

    Article • Environmental Science and Pollution Research, June 2013, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  39. Forecasting human exposure to PM10 at the national level using an artificial neural network approach

    Article • Journal of Chemometrics, May 2013, Wiley

    Dr Davor Z. Antanasijević

  40. PM10 emission forecasting using artificial neural networks and genetic algorithm input variable optimization

    Article • The Science of The Total Environment, January 2013, Elsevier

    Dr Davor Z. Antanasijević

  41. Lead concentrations and isotope ratios in urban tree leaves

    Article • Ecological Indicators, January 2013, Elsevier

    Dr Davor Z. Antanasijević

  42. Plants as Monitors of Lead Air Pollution

    Article • January 2013, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  43. Review: The approaches for estimation of limit of detection for ICP-MS trace analysis of arsenic

    Article • Talanta, December 2012, Elsevier

    Dr Davor Z. Antanasijević

  44. The forecasting of municipal waste generation using artificial neural networks and sustainability indicators

    Article • Sustainability Science, April 2012, Springer Science + Business Media

    Dr Davor Z. Antanasijević

  45. Concentrations of selected trace elements in mineral and spring bottled waters on the Serbian market

    Article • Food Additives and Contaminants Part B, March 2011, Taylor & Francis

    Dr Davor Z. Antanasijević

  46. Analysis of selected elements in water in the drinking water preparation plants in Belgrade, Serbia

    Article • Hemijska industrija, January 2011, National Library of Serbia

    Dr Davor Z. Antanasijević

  47. Urban deciduous tree leaves as biomonitors of trace element (AS, V and Cd) atmospheric pollution in Belgrade, Serbia

    Article • Journal of the Serbian Chemical Society, January 2010, National Library of Serbia

    Dr Davor Z. Antanasijević