Researchers

Results 1-20 of 74
Issue DateTitleAuthor(s)TypeМp-cat.
2026Machine learning modeling of value-added carbon intensity across global industrial sectorsAchara, Nnaemeka; Antanasijević, Davor ; Pocajt, Viktor  Article
21aM21a
2020Multilevel split of high-dimensional water quality data using artificial neural networks for the prediction of dissolved oxygen in the Danube RiverAntanasijević, Davor ; Pocajt, Viktor  ; Perić-Grujić, Aleksandra  ; Ristić, Mirjana  Article
21M21
2019The significance of periodic parameters for ANN modeling of daily SO2 and NOx concentrations: A case study of Belgrade, SerbiaRadojević, Darinka; Antanasijević, Davor ; Perić-Grujić, Aleksandra  ; Ristić, Mirjana  ; Pocajt, Viktor  Article
21M21
2019Urban population exposure to tropospheric ozone: A multi-country forecasting of SOMO35 using artificial neural networksAntanasijević, Davor ; Pocajt, Viktor  ; Perić-Grujić, Aleksandra  ; Ristić, Mirjana  Article
21aM21a
2018Prediction of the transition temperature of bent-core liquid crystals using fuzzy "digital thermometer" model based on artificial neural networksAntanasijević, Davor ; Antanasijević, Jelena; Pocajt, Viktor  Article
21M21
2018A novel SON2-based similarity index and its application for the rationalization of river water quality monitoring networkAntanasijević, Davor ; Pocajt, Viktor  ; Antanasijević, Jelena; Perić-Grujić, Aleksandra  ; Ristić, M.  Article
21M21
2018Application of experimental design for the optimization of artificial neural network-based water quality model: a case study of dissolved oxygen predictionŠiljić-Tomić, Aleksandra; Antanasijević, Davor ; Ristić, Mirjana  ; Perić-Grujić, Aleksandra  ; Pocajt, Viktor  Article
21M21
2018An artificial neural network approach for the estimation of the primary production of energy from municipal solid waste and its application to the Balkan countriesAdamović, Vladimir M.  ; Antanasijević, Davor ; Ćosović, Aleksandar  ; Ristić, Mirjana  ; Pocajt, Viktor  Article
21aM21a
2018A linear and non-linear polynomial neural network modeling of dissolved oxygen content in surface water: Inter- and extrapolation performance with inputs' significance analysisŠiljić-Tomić, Aleksandra; Antanasijević, Davor ; Ristić, Mirjana  ; Perić-Grujić, Aleksandra  ; Pocajt, Viktor  Article
21aM21a
2018An optimized artificial neural network model for the prediction of rate of hazardous chemical and healthcare waste generation at the national levelAdamović, Vladimir M.  ; Antanasijević, Davor ; Ristić, Mirjana  ; Perić-Grujić, Aleksandra  ; Pocajt, Viktor  Article
22M22
2018Multiple-input-multiple-output general regression neural networks model for the simultaneous estimation of traffic-related air pollutant emissionsAntanasijević, Davor ; Pocajt, Viktor  ; Perić-Grujić, Aleksandra  ; Ristić, Mirjana  Article
22M22
2017From Classification to Regression Multitasking QSAR Modeling Using a Novel Modular Neural Network: Simultaneous Prediction of Anticonvulsant Activity and Neurotoxicity of SuccinimidesAntanasijević, Davor ; Antanasijević, Jelena ; Trišović, Nemanja  ; Ušćumlić, Gordana ; Pocajt, Viktor  Article
21aM21a
2017Razvoj GRNN modela za predviđanje godišnjih količina generisanog opasnog medicinskog otpada na nacionalnom nivouAdamović, Vladimir M.  ; Antanasijević, Davor Z. ; Ristić, Mirjana Đ.  ; Perić Grujić, Aleksandra A.  ; Pocajt, Viktor V.  Conference Paper
Mp. category will be shown later
2017Primena eksperimentalnog dizajna kod optimizacije modela zasnovanih na veštačkim neuronskim mrežamaA. Šiljić Tomić; Antanasijević, Davor Z. ; Ristić, Mirjana Đ.  ; Perić Grujić, Aleksandra A.  ; Pocajt, Viktor V.  Conference Paper
Mp. category will be shown later
2017Prediction of municipal solid waste generation using artificial neural network approach enhanced by structural break analysisAdamović, Vladimir M.  ; Antanasijević, Davor ; Ristić, Mirjana  ; Perić-Grujić, Aleksandra  ; Pocajt, Viktor  Article
21M21
2017A differential multi-criteria analysis for the assessment of sustainability performance of European countries: Beyond country rankingAntanasijević, Davor ; Pocajt, Viktor  ; Ristić, Mirjana  ; Perić-Grujić, Aleksandra  Article
21aM21a
2017Prediction of nitrogen oxides emissions at the national level based on optimized artificial neural network modelStamenković, Lidija J.; Antanasijević, Davor ; Ristić, Mirjana  ; Perić-Grujić, Aleksandra  ; Pocajt, Viktor  Article
21M21
2016Response 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" [Siljic et al., Environ Sci Pollut Res (2015) 22Šiljić-Tomić, Aleksandra; Antanasijević, Davor ; Perić-Grujić, Aleksandra  ; Ristić, Mirjana  ; Pocajt, Viktor  Contribution to periodical
21M21
2016Unsupervised classification and multi-criteria decision analysis as chemometric tools for the assessment of sediment quality: A case study of the Danube and Sava RiverCrnković, Dragan; Antanasijević, Davor ; Pocajt, Viktor  ; Perić-Grujić, Aleksandra  ; Antonović, Dušan ; Ristić, Mirjana  Article
21aM21a
2016Estimation of NMVOC emissions using artificial neural networks and economical and sustainability indicators as inputsStamenković, Lidija J.; Antanasijević, Davor ; Ristić, Mirjana  ; Perić-Grujić, Aleksandra  ; Pocajt, Viktor  Article
21M21