117,1117

Miloš Dobrojević

mdobrojevic|mmnkk|singidunum.ac.rs

Miloš Dobrojević je rođen 26.03.1975. u Beogradu, Jugoslavija.


Obrazovanje:

  • Doktorska disertacija
    Mašinski fakultet Univerziteta u Beogradu,
  • Magistarske studije
    Mašinski fakultet Univerziteta u Beogradu,
  • Osnovne studije
    Mašinski fakultet Univerziteta u Beogradu,

Knjige:

  • M. Dobrojević, N. Bačanin-Džakula, Veb programiranje, Univerzitet Singidunum, Beograd, 2021
  • M. Dobrojević, Kako napraviti web aplikaciju? PHP, MySQL, JavaScript, magma.rs, 2016

Radovi u časopisima:

  • N. Bacanin, L. Jovanovic, R. Stoean, C. Stoean, M. Zivkovic, M. Antonijevic, M. Dobrojevic, Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics, Axioms, Vol. 13, No. 5:335, pp. 1 - 31, May, 2024
  • L. Jovanovic, M. Zivkovic, N. Bacanin, M. Dobrojevic, V. Simic, K. Sadasivuni, E. Tirkolaee, Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction, NEURAL COMPUTING AND APPLICATIONS, May, 2024
  • L. Jovanovic, M. Antonijevic, M. Zivkovic, M. Dobrojevic, M. Salb, I. Strumberger, N. Bacanin, Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting, ADVANCES IN COMPUTERS, pp. 1 - 40, Feb, 2024
  • A. Minic, L. Jovanovic, N. Bacanin, C. Stoean, M. Zivkovic, P. Spalevic, A. Petrovic, M. Dobrojevic, R. Stoean, Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data, SENSORS, Vol. 23, No. 24:9878, pp. 1 - 18, Dec, 2023
  • B. Predic, L. Jovanovic, V. Simic, N. Bacanin, M. Zivkovic, P. Spalevic, N. Budimirovic, M. Dobrojevic, Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization, Complex & Intelligent Systems, pp. 1 - 21, Nov, 2023
  • M. Dobrojevic, M. Zivkovic, A. Chhabra, N. S. Sani, N. Bacanin, M. Mohd Amin, Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach, PeerJ Computer Science, No. 9:e1405, pp. 1 - 47, Jun, 2023
  • J. Todorović, B. Jakšić, P. Spalević, M. Dobrojević, I. Milovanović, Performance analysis of WSN–FSO system modeled by Gamma–Chi-square channel distribution, Proceedings of the Estonian Academy of Sciences, Vol. 72, No. 1, 2023, pp. 30 - 40, Jan, 2023
  • Milos Dobrojevic, Nebojsa Bacanin, IoT as a Backbone of Intelligent Homestead Automation, ELECTRONICS, Vol. 11, No. 7, pp. 1004 - 1004, Mar, 2022
  • E. Šakrak, M. Dobrojević, Prototip sistema za rano upozoravanje na bujične poplave u brdsko-planinskim predelima zasnovan na internetu stvari, Bezbednost, Vol. 63, No. 1, pp. 98 - 114, 2021
  • E. Šakrak, M. Dobrojević, S. Sedmak, IoT Based Early Warning System for Torrential Floods, FME Transactions, Vol. 48, No. 3, pp. 511 - 516, 2020
  • M. Dobrojević, Importance of usage of ERP software and data mining techniques for crime prevention in fleet management, Bezbednost, Vol. 59, No. 3, pp. 79 - 100, 2017
  • M. Dobrojević, M. Rakin, B. Međo, S. Omić, A. Sedmak, Internet application for project management in industrial systems, Istraživanja i projektovanja za privredu, Vol. 8, No. 2, pp. 73 - 82, 2010
  • M. Rakin, N. Gubeljak, M. Dobrojević, A. Sedmak, Modelling of ductile fracture initiation in strength mismatched welded joint, ENGINEERING FRACTURE MECHANICS, Vol. 75, No. 11, pp. 3499 - 3510, Jul, 2008
  • M. Rakin, B. Međo, N. Gubeljak, M. Dobrojević, I. Cvijović-Alagić, A. Sedmak, Ductile crack growth initiation in welded joints - Micromechanical approach, Welding in the World, Vol. 52, No. Special Issue, pp. 297 - 302, 2008
  • M. Dobrojević, M. Rakin, N. Gubeljak, I. Cvijović, M. Zrilić, A. Sedmak, Micromechanical analysis of constraint effect on fracture initiation in strength mis-matched welded joints, MATERIALS SCIENCE FORUM, Vol. 555, pp. 571 - 576, Sep, 2007
  • M. Dobrojević, A. Sedmak, E. Argob, O. Popović, Effects of Geometry and Material Heterogeneity Properties to Behaviour of Charpy Specimen, STRUCTURAL INTEGRITY AND LIFE, Vol. 3, No. 2, pp. 73 - 83, 2003

Radovi na konferencijama:

  • M. Zivkovic, L. Jovanovic, M. Pavlov, N. Bacanin, M. Dobrojevic, M. Salb, Optimized recurrent neural networks with attention for wind farm energy generation forecasting, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 187 - 190, Oct, 2023
  • A. Jovanovic, T. Dogandzic, M. Dobrojevic, M. Sarac, N. Bacanin, M. Zivkovic, Gold Prices Forecasting Using Recurrent Neural Network with Attention Tuned by Metaheuristics, 2023 IEEE World Conference on Applied Intelligence and Computing (AIC), Sonbhadra, India, pp. 345 - 350, Jul, 2023
  • V. Radojčić, A. Cvetković, M. Dobrojević, The use of Computer Vision in precision agriculture, Proceedings of the International Scientific Conference - Sinteza 2023, pp. 60 - 65, 2023
  • V. Radojčić, A. Cvetković, M. Dobrojević, P. Spalević, Artificial Intelligence is the key to success in practical application, Zbornik radova Univerziteta Sinergija, pp. 16 - 20, Nov, 2022
  • Miloš Dobrojević, Prototype Of Autonomous Water Management System In Mountainous Homestead, Book Of Proceedings International Scientific Conference On Information Technology And Data Related Research, pp. 199 - 204, Apr, 2022
  • M. Dobrojevic, European Green Deal: Serbian Path towards Renewable Energy, Proceedings of the 7th Virtual International Conference on Science, Technology and Management in Energy, pp. 285 - 292, Dec, 2021
  • M. Dobrojević, Impact of COVID-19 pandemic on higher education, Sinergija 2020 XXI Naučni skup sa međunarodnim učešćem - zbornik radova, pp. 42 - 45, Dec, 2020
  • E. Šakrak, M. Dobrojević, Prototype of a micro monitoring station with remote torrential flood alerts, Book of proceedings, International Scientific Conference on InformationTechnology and Data Related Research, pp. 188 - 192, Oct, 2020
  • M. Dobrojević, Prepping for the Future: Reinvention of the Education System, Proceedings of the 1st Virtual International Conference Path to a Knowledge Society - Managing Risks and Innovation, pp. 71 - 76, Dec, 2019
  • I. Božić, M. Dobrojević, J. Pršić, Privatization Of Banks In Serbia And New Generation Banking Products, International Scientific Conference Digitization and smart financial reporting, Book of Proceedings, Singidunum University, pp. 37 - 42, Dec, 2019
  • M. Stanišić, M. Dobrojević, M. Milojević, Financial Transaction Monitoring Software Tool In The University Business Environment, International Scientific Conference Digitization and smart financial reporting, Book of Proceedings, Singidunum University, pp. 3 - 8, Dec, 2019
  • M. Dobrojević, Obrazovanje 4.0: U korak sa industrijskom revolucijom, Sinergija 2019 - Sinergija formalnog i neformalnog obrazovanja i njen uticaj na socio-ekonomski položaj mladih, XX Međunarodni naučni skup, Univerzitet Sinergija, Bijeljina, pp. 71 - 75, Nov, 2019
  • M. Dobrojević, Unapređenje procesa upravljanja voznim parkom komunalnih preduzeća primenom web baziranih informacionih sistema, Lokalne zajednice i mogućnost unapređenja njihovog funkcionisanja, XIX Međunarodni naučni skup, Zbornik radova, pp. 46 - 51, Nov, 2018
  • M. Dobrojević, T. Golubović, Optimization of e-Commerce search engine with approximate string matching technique, 7th International Symposium on Industrial Engineering Proceedings, pp. 116 - 121, Sep, 2018
  • M. Dobrojević, Acceleration of Web Content and Page Structure Management using Shortcode, Book of Proceedings of the International Scientific Conference on Information Technology and Data Related Research, pp. 61 - 67, 2018
  • M. Dobrojević, Performance improvement of eCommerce System based on "Oxid eSales" Framework, XVIII međunarodni naučni skup "Poslovni aspekti mobilnog računarstva", Univerzitet Sinergija, pp. 59 - 63, Dec, 2017
  • D. Jovanović, M. Dobrojević, Optimizacija upravljanja flotom primenom GPS i veb tehnologija, Zbornik radova XVIII međunarodni naučni skup "Poslovni aspekti mobilnog računarstva", Univerzitet Sinergija, pp. 1 - 5, Dec, 2017
  • M. Dobrojević, M. Zoroja, Magma CMS™: Enhancement of Content Management Productivity, International Economics and Management Conference ECIN 2017, pp. 83 - 89, Dec, 2017
  • M. Dopsaj, N. Babić, N. Ćopić, M. Dobrojević, Running Velocity Assessment Score (rvas) At 13 To 14 Yrs Football Players: Multidimensional Modelling Method, 25th International Congress of Physical Education and Sport Science, May, 2017
  • S. Milovanović, M. Dobrojević, Brzi razvoj hibridne aplikacije za ugostiteljstvo primjenom jQuery i Apache Cordova frejmvorka, Međunarodni naučni skup Sinergija "Uloga i značaj turizma u privrednom rastu i razvoju Republike Srpske i BiH", pp. 78 - 83, Dec, 2016
  • M. Vulović, M. Dobrojević, A. Vuković, Web application for electricity meter reading, ECIN 2106: International Economics and Management Conference, pp. 83 - 88, Sep, 2016
  • M. Dobrojević, S. Cvetković, Cost-effective e-government solution for the municipalities in bosnia and herzegovina, International Economics and Management Conference ECIN 2016, pp. 31 - 36, Sep, 2016
  • S. Cvetković, M. Dobrojević, Predlog e-government rešenja za matične urede u BiH, Zbornik radova XVI Međunarodni naučni skup "Informatička ekonomija, izazovi i šanse za budući razvoj Republike Srpske" Univerzitet Sinergija, pp. 36 - 40, Nov, 2015
  • M. Dobrojević, Fleet Maintenance: Use of Data Mining and Statistics in Fraud Prevention, Sinergija 2014: Privredni kriminalitet i savremeno poslovanje, pp. 219 - 222, Dec, 2014
  • M. Dobrojević, Magma fleet manager v2.0, Zbornik radova XIV Međunarodni naučni skup Sinergija 2013, pp. 263 - 268, Dec, 2013
  • M. Rakin, N. Gubeljak, M. Dobrojević, B. Međo, A. Sedmak, Modelling of ductile crack growth in welded joints using micromechanical failure criterion, Proceedings of the 17th European Conference on Fracture 2008: Multilevel Approach to Fracture of Materials, Components and Structures, pp. 2473 - 2480, Sep, 2008

Ostali radovi:

  • M. Zivkovic, L. Jovanovic, N. Bacanin, A. Petrovic, N. Savanovic, M. Dobrojevic, XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, pp. 1 - 16, Springer, Singapore, Malaysia, Mar, 2024
  • A. Toskovic, A. Petrovic, L. Jovanovic, N. Bacanin, M. Zivkovic, M. Dobrojevic, Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, pp. 51 - 66, Springer, Singapore, Bangkok, Thailand, Mar, 2024
  • L. Jovanovic, M. Gajevic, M. Dobrojevic, N. Budimirovic, N. Bacanin, M. Zivkovic, Tackling IoT Security Challenge by Metaheuristics Tuned Extreme Learning Machine, Chapter in LNNS Lecture Notes in Networks and Systems: ICoISS 2023: International Conference on Intelligent Sustainable Systems, Springer, volume 665, LNNS Lecture Notes in Networks and Systems: ICoISS 2023: International Conference on Intelligent Sustainable Systems, volume 665, pp. 507 - 522, Springer, Singapore, Tamil Nadu, India, Jun, 2023
  • M. Dobrojević, B. Međo, M. Rakin, A. Sedmak, Project management software for distributed industrial companies, Innovations in Computing Sciences and Software Engineering, pp. 221 - 226, Springer, Nov, 2010
Univerzitet Singidunum © 2024