Miloš Mravik

Obrazovanje:

• Doktorske studije
  Univerzitet Singidunum, Napredni sistemi zaštite, 2020-2023
• Master studije
  Univerzitet Singidunum, Savremene informacione tehnologije, 2018-2019
• Osnovne studije
  Univerzitet Singidunum, Informatika i računarstvo, 2014-2018
• Srednja škola
  Gimnazija Sava Šumanović, Opšti smer, 2010-2014

Knjige:

• M. Šarac, D. Radovanović, A. Jevremović, M.Mravik, Internet marketing, Univerzitet Singidunum, Beograd, 2020

Radovi u časopisima:

• K. Kumpf, M. Cajic, V. Zeljkovic, M. Mravik, M. Zivkovic, J. Mani, V. Simic, N. Bacanin, Tackling smart city security: deep learning approach utilizing feature selection and two-level cooperative framework optimized by adapted metaheuristics algorithm, International Journal of Information Security, Vol. 24, No. 221, Oct, 2025
• M. Zivkovic, L. Jovanovic, V. Jocovic, B. Nikolic, V. Zeljkovic, M. Abdel-Salam, M. Mravik, S. Muthusamy, N. Bacanin, Addressing smart city security: machine and deep learning methodology combining feature selection and two-tier cooperative framework tuned by metaheuristics, Cluster Computing, Vol. 28, No. 705, pp. 1 - 55, Sep, 2025
• A. Jokic, M. Zivkovic, L. Jovanovic, M. Mravik, M. Sarac, V. Simic, M. Khan, N. Bacanin, A convolutional neural network-enhanced attack detection framework with explainable artificial intelligence for internet of things-based metaverse security, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 158, Part B, No. 111358, Jun, 2025
• M. Mravik, M. Šarac, Nebojsa Bacanin, S. Adamović, Distance Learning in Difficult Conditions Due to the Pandemic State of Emergency, Journal of Internet technology, Vol. 24, No. 3, 2023
• M. Sarac, M. Mravik, D. Jovanovic, I. Strumberger, M. Zivkovic, N. Bacanin, Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model, JOURNAL OF ELECTRONIC IMAGING, Vol. 32, No. 2, 021406, pp. 1 - 10, Nov, 2022
• M. Mravik, M. Šarac, N. Bacanin, S. Adamović, T. Vetriselvi, K. Venkatachalam, Diabetes Prediction Algorithm Using Recursive Ridge Regression L2, Computers, Materials & Continua, Vol. 71, No. 1, pp. 457 - 471, Nov, 2021
• M. Mravik, M. Šarac, M. Veinović, N. Pombo, Teaching in conditions of difficult knowledge transfer due to the state of emergency caused by the pandemic, Vojnotehnički glasnik, Vol. 69, No. 4, pp. 852 - 870, Oct, 2021

Radovi na konferencijama:

• B. Papaz, M. Mravik, M. Šarac, Web Application for Scheduling Doctor Appointments, May, 2025
• P. Kresoja, M. Šarac, A. Vidaković, T. Petrović, M. Mravik, Application Prototype for Centralized and Automated Network Management System, May, 2025
• P. Stevović, R. Vitas, M. Mravik, M. Šarac, Gamification Of Fitness And Its Impact On Performance, Proceedings of the Sinteza 2024 International Scientific Conference on Information Technology, Computer Science, and Data Science, May, 2024
• M. Mravik, M. Šarac, Teaching Approach in Difficult Knowledge Transfer Conditions Due to the Pandemic State of Emergency, Proceedings of the 11th International Conference on Information Society and Technology, pp. 163 - 167, Feb, 2021
• N. Pavlović, M. Šarac, S. Adamović, M. Mravik, Enchantment of Magento CMS Security, Proceedings of the Sinteza 2019 International Scientific Conference on Information Technology and Data Related Research, pp. 223 - 228, Apr, 2019
• M. Mravik, M. Šarac, S. Adamović, Implementacija microsoft SQL server baze podataka preko Hyper-V tehnologije, Proceedings of the Sinteza 2019 International Scientific Conference on Information Technology and Data Related Research, pp. 208 - 214, Apr, 2019

Ostali radovi:

• L. Jovanovic, S. Kozakijevic, M. Antonijevic, M. Milovanovic, M. Mravik, M. Zivkovic, N. Bacanin, Optimized Classifying of User Review Sentiment via Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2024: Communication and Intelligent Systems, Springer, volume 1373, LNNS Lecture Notes in Networks and Systems: ICCIS 2024: Communication and Intelligent Systems, volume 1373, pp. 177 - 190, Springer, Singapore, Bhopal, India, Aug, 2025
• M. Protic, L. Jovanovic, M. Mravik, N. Bacanin, J. Perisic, M. Zivkovic, M. Antonijevic, Forecasting Cloud Instance Pricing Using Metaheuristic Optimizer Multi-headed Recurrent Neural Networks, Chapter in LNNS Lecture Notes in Networks and Systems: ICDMIS 2024: Data Mining and Information Security, Springer, volume 1388, LNNS Lecture Notes in Networks and Systems: ICDMIS 2024: Proceedings of Data Mining and Information Security, volume 1388, pp. 471 - 484, Springer, Singapore, Kolkata, India, Aug, 2025
• N. Bacanin, L. Jovanovic, M. Mravik, M. Zivkovic, M. Milovanovic, M. Antonijevic, D. Kavitha, Multi-headed Metaheuristic-Optimized Gated Recurrent Unit Networks for Ethereum Price Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2024: Fifth Congress on Intelligent Systems, Springer, volume 1277, LNNS Lecture Notes in Networks and Systems: CIS 2024: Fifth Congress on Intelligent Systems, volume 1277, pp. 207 - 221, Springer, Singapore, Bangalore, India, Jul, 2025
• L. Jovanovic, M. Protic, N. Bacanin, M. Mravik, M. Zivkovic, M. Antonijevic, J. Cadjenovic Milovanovic, Optimizing XGBoost for Blockchain Malicious Node Detection by Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2024: International Conference on Soft Computing and its Engineering Applications, Springer, volume 2430, CCIS Communications in Computer and Information Science: icSoftComp 2024: Soft Computing and its Engineering Applications, volume 2430, pp. 30 - 43, Springer, Cham, Bangkok, Thailand, May, 2025
• S. Kozakijevic, L. Jovanovic, M. Zivkovic, M. Mravik, M. Antonijevic, N. Bacanin, J. Perisic, Optimizing Sentiment Analysis on Clothing Reviews Using a BERT-Based Model and Firefly Algorithm for Hyperparameter Tuning, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2024: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2024: Proceedings of Artificial Intelligence and Sustainable Computing, pp. 27 - 37, Springer, Singapore, Gwalior, India, May, 2025
• S. Kozakijevic, L. Jovanovic, J. Perisic, N. Bacanin, M. Mravik, M. Zivkovic, M. Antonijevic, Harassment Detection in Online Discourse Using Modified Metaheuristic Natural Language Processing, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2024: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 2426, CCIS Communications in Computer and Information Science: ASCIS 2024: Proceedings of International Conference on Advancements in Smart Computing and Information Security, volume 2426, pp. 350 - 363, Springer, Cham, Rajkot, India, Apr, 2025