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    Modelovanje kiseoničnih parametara kvaliteta površinskih voda primenom veštačkih neuronskih mreža

    Doktorand: Šiljić Tomić, Aleksandra N.
    Fakultet: Tehnološko-metalurški fakultet
    Napomena: Rok za dostavljanje primedbi na doktorsku disertaciju je istekao.
    Datum postavljanja na uvid javnosti: 09-07-2018
    Datum odbrane: 18-09-2018
    Objavljeni radovi:
    [1]  Šiljić Tomić A., Antanasijević D., Ristić M., Perić-Grujić A., Pocajt V.: A linear and non-linear polynomial neural network modeling of dissolved oxygen content in surface water: Inter- and extrapolation performance with inputs' significance analysis, Science of the Total Environment, vol 610–611, pp. 1038–1046, 2018. (IF (2016) = 4.900) (ISSN 0048-9697)
    [2]  Šiljić, A., Antanasijević, D., Perić-Grujić, A., Ristić, M., Pocajt, V.: Artificial neural network modelling of biological oxygen demand in rivers at the national level with input selection based on Monte Carlo simulations, Environmental Science and Pollution Research, vol 22, pp. 4230-4241, 2015 (IF (2015) = 2,760) (ISSN 0944-1344)
    [3]  Šiljić Tomić A., Antanasijević D., Ristić M., Perić-Grujić A., Pocajt V.: Application of experimental design for the optimization of artificial neural network-based water quality model: a case study of dissolved oxygen prediction, Environmental Science and Pollution Research, vol 25 (10), pp. 9360–9370, 2018. (IF (2016) = 2.741) (ISSN 0944-1344)
    [4]  Šiljić Tomić, A. N., Antanasijević, D. Z., Ristić, M. Đ., Perić-Grujić, A. A., Pocajt, V. V.: Modeling the BOD of Danube River in Serbia using spatial, temporal and input variable optimized artificial neural network models, Environmental Monitoring and Assessment, vol 188, pp. 300 (1-12), 2016 (IF (2016) = 1.687) (ISSN 0167-6369)
    [5]  Šiljić Tomić A., Antanasijević D., Ristić M., Perić-Grujić A., Pocajt V.: Application of experimental design for the optimization of artificial neural network models, Book of Abstracts of the 54th Meeting of the Serbian Chemical Society, Belgrade, Serbia, September 29 and 30, p. 41, 2017. (ISBN 978-86-7132-067-2)
    [6]  Šiljić Tomić A. N., Antanasijević D.Z., Ristić M. Đ., Perić-Grujić A. A, Pocajt V. V.: Predicting BOD levels in the River Danube in Serbia using optimized Artificial Neural Network, Book of Abstracts of the 52nd Meeting of the Serbian Chemical Society, Novi Sad, Serbia, May 29 and 30, p. 76, 2015. (ISBN 978-86-7132-056-6)
    [7]  Šiljić A. N., Antanasijević D.Z., Perić-Grujić A. A, Ristić M. Đ., Pocajt V. V.: Prediction of national BOD level in rivers using Artificial Neural Networks and Monte Carlo Simulations, Book of Abstracts of the 51st Meeting of the Serbian Chemical Society, Niš, Serbia, June 5-7, p. 58, 2014. (ISBN 978-86-7132-054-2)

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