Miloš Mravik
Univerzitet Singidunum
E-mail
Biografija
Obrazovanje
Doktorske studije
2020 – 2023
Univerzitet Singidunum
Napredni sistemi zaštite
Master studije
2018 – 2019
Univerzitet Singidunum
Savremene informacione tehnologije
Osnovne studije
2014 – 2018
Univerzitet Singidunum
Informatika i računarstvo
Srednja škola
2010 – 2014
Gimnazija Sava Šumanović
Opšti smer
Bibliografija
Knjige
- Internet marketing2020M. Šarac, D. Radovanović, A. Jevremović, M.Mravik, Internet marketing, Univerzitet Singidunum, Beograd, 2020Otvori
Radovi u časopisima
- Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search Algorithm2026S. John Villoth, P. Dabic, T. Zivkovic, M. Zivkovic, S. Andjelic, M. Mravik, V. Simic, M. Abdel-Salam, N. Bacanin, Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search Algorithm, Algorithms, Vol. 19, No. 2:130, pp. 1 - 39, Feb, 2026Otvori
- Tackling smart city security: deep learning approach utilizing feature selection and two-level cooperative framework optimized by adapted metaheuristics algorithm2025K. 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, 2025Otvori
- Addressing smart city security: machine and deep learning methodology combining feature selection and two-tier cooperative framework tuned by metaheuristics2025M. 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, 2025Otvori
- A convolutional neural network-enhanced attack detection framework with explainable artificial intelligence for internet of things-based metaverse security2025A. 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, 2025Otvori
- Distance Learning in Difficult Conditions Due to the Pandemic State of Emergency2023M. 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
- Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model2022M. 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, 2022Otvori
- Diabetes Prediction Algorithm Using Recursive Ridge Regression L22021M. Mravik, М. 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, 2021Otvori
- Teaching in conditions of difficult knowledge transfer due to the state of emergency caused by the pandemic2021M. Mravik, М. Шарац, М. Веиновић, 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, 2021Otvori
Radovi na konferencijama
- Web Application for Scheduling Doctor Appointments2025Sinteza 2025B. Papaz, М. Мравик, М. Шарац, Web Application for Scheduling Doctor Appointments, May, 2025
- Application Prototype for Centralized and Automated Network Management System2025Sinteza 2025P. Kresoja, М. Шарац, А. Видаковић, Т. Петровић, М. Мравик, Application Prototype for Centralized and Automated Network Management System, May, 2025Otvori
- Gamification Of Fitness And Its Impact On Performance2024Sinteza 2024P. 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
- Teaching Approach in Difficult Knowledge Transfer Conditions Due to the Pandemic State of Emergency2021ICIST 2021M. Mravik, М. Шарац, 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, 2021Otvori
- Enchantment of Magento CMS Security2019Sinteza 2019N. 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, 2019Otvori
- Implementacija microsoft SQL server baze podataka preko Hyper-V tehnologije2019Sinteza 2019M. 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, 2019Otvori
Ostali radovi
- 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 13732025L. 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, 2025Otvori
- 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 13882025M. 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, 2025Otvori
- 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 12772025N. 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, 2025Otvori
- 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 24302025L. 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, 2025Otvori
- 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, Springer2025S. 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, 2025Otvori
- 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 24262025S. 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, 2025Otvori