Dodatne informacije

• Lični podaci

• Datum rođenja: 7.10.1982.
• Mesto rođenja: Niš

• Obrazovanje

• Fakultet: Prirodno-matematički fakultet u Nišu
• Odsek / Grupa / Smer: Matematika
• Godina diplomiranja: 2006

• Spisak publikacija

• Knjige i udžbenici:

  Predrag M. Popović, Katarina I. Petković. (2025). Matematika II. Niš, Građevinsko-arhitektonski fakultet Univerziteta u Nišu.

  
  

  Katarina I. Petković, Predrag M. Popović. (2022). Matematika - Vektorska algebra i analitička geometrija. Niš, Građevinsko-arhitektonski fakultet Univerziteta u Nišu.

  
  

  Predrag M. Popović, Katarina I. Petković, Matematika III zbirka zadataka, Univerzitet u Nišu, Građevinsko-arhitektonski fakultet, Niš, 2020.

  
  

  Biljana Č. Popović, Predrag M. Popović, Statističko modeliranje, Univerzitet u Nišu, Prirodno-matematički fakultet, Niš, 2018.

• Radovi u časopisima sa IMPACT faktorom:
  
  

  Popovic, P. M., Bakouch, H. S., & Ristic, M. M. (2025). A non-linear integer-valued autoregressive model with zero-inflated data series. Journal of Applied Statistics, 52(6), 1195–1218. https://doi.org/10.1080/02664763.2024.2419495

  
  

   

  
  

  Mohammadi, Z., Bakouch, H. S., & Popović, P. M. (2025). INAR(1) process with weighted negative binomial Lindley distributed innovations and applications to criminal and COVID-19 data. Communications in Statistics - Simulation and Computation, 54(8), 3147–3164. https://doi.org/10.1080/03610918.2024.2338184

  
  

   

  
  

  Mohammadi, Z., Bakouch, H. S., Popović, P. M. (2025). INAR(1) process with weighted negative binomial Lindley distributed innovations and applications to criminal and COVID-19 data. Communications in Statistics - Simulation and Computation 54 (8), 3147-3164 . https://doi.org/10.1080/03610918.2024.2338184

  
  

   

  
  

  Gharari, F., Hematpour, N., Bakouch, H. S., & Popović, P. M. (2024). Fractional Duals of the Poisson Process on Time Scales with Applications in Cryptography. Bulletin of the Malaysian Mathematical Sciences Society, 47(145). https://doi.org/10.1007/s40840-024-01737-w

  
  

   

  
  

  Popovic, P., Ristić, M., & Stojanović, M. (2024). A mixture integer-valued autoregressive model with a structural break. Facta Universitatis, Series: Mathematics and Informatics 39(1), 99-122. https://doi.org/10.22190/FUMI230203007P

  
  

   

  
  

  Gharari, F., Bakouch, H. S., & Popovic, P. M. (2024). Fractional Poisson process on quantum time scale with applications to practical data. FILOMAT, 38(28), 10029–10044. https://doi.org/10.2298/FIL2428029G

  
  
  
  
   
  
  
  Popović, P., Gocić, M., Petković, K., & Trajković, S. (2023). Neural network based system in evapotranspiration time series prediction [Germany : Springer Link]. Earth Science Informatics, 16(1), 919–928. https://doi.org/10.1007/s12145-023-00935-7
  
  
   
  
  
  Popović, P. M., Bakouch, H. S., & Ristić, M. (2021). A non-linear random environment INAR(1) model. Journal of Computational and Applied Mathematics, 390, 113408–113408. https://doi.org/10.1016/j.cam.2021.113408
  
  

   

  
  

  Popović, P. (2021). A Mixed (Nonlinear) INAR(1) Model. Facta Universitatis, 36(no. 1), 143–143. https://doi.org/10.22190/FUMI200420012P

  
  

  Popović, P.M., Bakouch, H.S. (2020). A bivariate integer-valued bilinear autoregressive model with random coefficients, Statistical Papers 61, 1819-1840, , https://doi.org/10.1007/s00362-018-1005-1

  
  

  Popović, P.M., Laketa P.N, Nastić A.S (2019). Forecasting with two generalized integer-valued autoregressive processes of order one in the mutual random environment, SORT - Statistics and Operations Research Transactions 43 (2), 337-354, https://raco.cat/index.php/SORT/article/view/361446

  
  

  Popović, P.M., Nastić, A.S., Ristić, M.M. (2018). Residual analysis with bivariate INAR (1) models, REVSTAT–Statistical Journal 16 (3), 349-363, https://doi.org/10.57805/revstat.v16i3.246

  
  

  Popović, P.M., Ristić, M.M., Nastić, A.S. (2016). A geometric bivariate time series with different marginal parameters, Statistical Papers 57 (3), 731-753, https://doi.org/10.1007/s00362-015-0677-z

  
  

  Popović, P.M. (2016). A bivariate INAR(1) model with different thinning parameters, Statistical Papers 57 (2), 517-538, https://doi.org/10.1007/s00362-015-0667-1

  
  

  Nastić, A.S., Ristić, M.M., Popović, P.M. (2016). Estimation in a Bivariate Integer-Valued Autoregressive Process, Communications in Statistics – Theory and Methods, 45 (19), 5660-5678, https://doi.org/10.1080/03610926.2014.948203

  
  

  Stojanović, V.S., Popović, B.Č, Popović, P.M. (2015). Model of general Split-break process, REVSTAT 13, 145-168, https://doi.org/10.57805/revstat.v13i2.169

  
  

  Stojanović, V.S., Popović, B.Č, Popović, P.M. (2014). Stochastic analysis of GSB process, Publications de l'Institut Mathématique 95, 149-159, https://doi.org/10.2298/PIM1409149S

  
  

  Stojanović, V.S., Popović, B.Č, Popović, P.M. (2011). The Split-BREAK model, Brazilian Journal of Probability and Statistics 25, 44-63, DOI: 10.1214/09-BJPS025

  
  
  
  
  
  
  
  
• Radovi u ostalim časopisima:

  Popović, P.M. (2015), Random coefficient bivariate INAR (1) process, Facta Universitatis,Series: Mathematics and Informatics 30, 263-280.

• Radovi na naučnim skupovima međunarodnog značaja:

  Popovic, P., Mohammadi, Z., Bakouch, H. (2025). Some Modifications of INAR(1) Models for Under-Dispersed and Over-Dispersed Time Series of Counts. Applied Statistics. Ljubljana : Statistical Society of Slovenia.

  
  

  Popovic, P., Gocić, M., Petković, K., Trajković, S. (2025). Multi-agent system for modelling evapotranspiration time series. 52nd International Symposium on Operational Research, SYM-OP-IS 2025.

  
  

  Popovic, P., Bakouch, H. Ristic, M. (2025). Non-Linear INAR(1) Models. VI International Conference on Mathematics and Its Applications in Science and Engineering (ICMASE 2025). Abstract Book. Plovdiv : University of Plovdiv Paisii Hilendarski.

  
  

  Protić, M. P., Popović, P. M., Gocić, M., Petković, K. I. (2025). Modelling Evapotranspiration Using Artificial Neural Networks [IEEE]. 2025 60th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST). https://doi.org/10.1109/icest66328.2025.11098197

  
  

  Popovic, P., Ristić, M., & Nastić, A. (2024). Contribution of Bivariate INAR Models in Modeling Time Series of Counts. XV Serbian Mathematical Congress , June, 19–22, 2024. Belgrade, Serbia. Beograd : Univerzitet, Matematički fakultet.

  
  

  Popovic, P., Ristić, M., Stojanović, M., & Joković, S. (2023). Some modifications of the autoregressive component in modeling non-negative time series of counts. VII Macedonian Mathematical Congress.

  
  

  Protić, P.M, Stojanović, B.M,  Popović, M.P. (2022). A review of machine learning methods for long‐term time series prediction, 57th International Scientific Conference On Information, Communication And Energy Systems And Technologies (ICEST-2022), Jun16-18, Ohrid, North Macedonia.

  
  

  Stojanovic, M. B., Sekulovic, N. M., Panajotovic, A. S., Popovic, P., & Protic, M. (2021). Wireless channel prediction using ensemble of Extreme Learning Machines [IEEE]. 2021 56th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST). https://doi.org/10.1109/ICEST52640.2021.9483464

  
  

  Stojanović, B.M, Sekulović, N., Panajotović, A., Popović, M.P., Protić, P.M. (2021). Kernel based Extreme Learning Machines for Wireless Channel Prediction, 20th International Symposium INFOTEH, March 17-19, 2021, Jahorina, Republic of Srpska, Bosnia and Herzegovina.

  
  

   

  
  

  Ristić, M.M., Nastić, A.S, Popović, P.M., Laketa P.N. (2020). On modeling times series of counts using INAR models, 9th International Eurasian Conference on Mathematical Sciences and Applications (IECMSA-2020), August 25-28, Skopje, North Macedonia.

  
  

  Laketa, P.N., Popović, P.M., Nastić, A.S. (2019). Bivariate Integer-Valued Autoregressive Process in Random Environment, 9th International Congress on Industrial and Applied Mathematics, 15-19 July, Valencia, Spain.

  
  

  Popović, P.M., Ristić, M.M., Nastić, A.S. (2016). Analysis of prediction errors generated by BINAR(1) models, The Fourth Conference on Information Theory and Complex Systems (TINKOS 2016), 18 October, Belgrade, Serbia.

  
  

  Nastić, A.S., Ristić, M.M., Popović, P.M. (2014). On suitability of negative binomial marginals and geometric counting sequence in some applications of Combined INAR(p) model, Applied Statistics, 30.

  
  

  Popović, P.M., Nastić, A.S., Ristić, M.M. (2014). Bivariate autoregressive models in time series of counts forecasting, 13th Serbian Mathematical Congress, 66.

  
  

  Ristić, M.M., Nastić, A.S., Popović, P.M. (2013). Bivariate models for time series of counts, Applied Statistics, 26.

  
  

  Popović, P.M. (2011). Pricing Multi Assets American Options Using Monte Carlo Simulation, Applied Statistics, 49.

  
  

  Popović P., Ilić V., Živković I., Stanković M., 2010, Bayesian Networks and Applications, ICDQM (2010). 357-364, Research Center of Dependability and Quality Manamenent.

• Radovi na domaćim naučnim skupovima:

  Žabar P.A., Veljković N., Madić V., Aleksić M., Conić J., Popović P., Vasiljević P. (2018). Population genetic analysis of presence of 20 homozygous recessive traits in people with melanoma, 55th congress of anthropological society of Serbia, May 23-26, Zlatibor, Serbia.

  
  

  Popović, P.M., Nastić, A.S., Ristić, M.M. (2014), On Modelling Bivariate Time Series Of Counts, TINKOS 2014, Niš, Jun 16-17, 2014.

  
  

  Popović, P.M., 2013, Option Pricing Using Monte Carlo Maximum Entropy Approach, Tinkos, 29.

  
  

  Ristić, M.M., Nastić, A.S., Popović, P.M., 2012, INAR Models and Application, Verovatnosne logike i njihove primene, 17.