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Nikola Savanović

Singidunum University

Academic Staff
E-mail
nsavanovic@singidunum.ac.rs
Biography

Nikola Savanović was born in Belgrade, Srbija.

Education
Doctoral Studies
2016 – 2024
Univerzitet Singidunum
Napredni sistemi zaštite
Master Studies
2013 – 2016
Univerzitet Singidunum
Savremene informacione tehnologije
Undergraduate Studies
2007 – 2013
Univerzitet Singidunum
Informatika i računarstvo
High School
2003 – 2007
Politehnika - škola za nove tehnologije
Mašinski tehničar za kompjutersko konstruisanje
Bibliography
Books
  • Veb dizajn i multimedijalni sistemi
    2023
    Д. Цветковић, N. Savanović, Veb dizajn i multimedijalni sistemi, Univerzitet Singidunum, 2023
    Open
  • Dizajn i programiranje korisničkog interfejsa
    2023
    M. Jovanović, Н. Савановић, Dizajn i programiranje korisničkog interfejsa, Univerzitet Singidunum, 2023
  • Digitalni marketing
    2021
    S. Alčaković, A. Đorđević, N. Savanović, Digitalni marketing, Univerzitet Singidunum, 2021
    Open
  • Knowledge Discovery in the Cyberspace: Statistical Analysis and Predictive Modeling
    2017
    A. Jevremović, М. Веиновић, Н. Савановић, Г. Шимић, Д. Ранђеловић, Knowledge Discovery in the Cyberspace: Statistical Analysis and Predictive Modeling, Nova Science Publishers, 2017
  • Мултимедија
    2015
    D. Cvetković, Д. Марковић, Н. Савановић, Мултимедија, Универзитет Сингидунум, 2015
Journal Articles
  • Hybrid CNN XGBoost intrusion detection approach tuned by modified sine cosine algorithm towards better cloud security
    2025
    N. Savanovic, A. Bozovic, M. Antonijevic, G. Kvascev, B. Nikolic, K. Venkatachalam, N. Bacanin, M. Zivkovic, Hybrid CNN XGBoost intrusion detection approach tuned by modified sine cosine algorithm towards better cloud security, CONNECTION SCIENCE, Vol. 37, No. 1, Sep, 2025
    Open
  • Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets
    2024
    A. Petrovic, L. Jovanovic, N. Bacanin, M. Antonijevic, N. Savanovic, M. Zivkovic, M. Milovanovic, V. Gajic, Exploring Metaheuristic Optimized Machine Learning for Software Defect Detection on Natural Language and Classical Datasets, Mathematics, Vol. 12, No. 18:2918, pp. 1 - 46, Sep, 2024
    Open
  • Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning
    2023
    N. Savanović, A. Toskovic, A. Petrovic, M. Zivkovic, R. Damaševičius, L. Jovanovic, N. Bacanin, B. Nikolic, Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning, Sustainability, Vol. 15, No. 16:12563, pp. 1 - 29, Aug, 2023
    Open
  • Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images
    2022
    M. Zivkovic, N. Bacanin, M. Antonijevic, B. Nikolic, G. Kvascev, M. Marjanovic, N. Savanovic, Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images, ELECTRONICS, Vol. 11, No. 22, 3798, pp. 1 - 30, Nov, 2022
    Open
  • The Results on Coincidence and Common Fixed Points for a New Type Multivalued Mappings in b-Metric Spaces
    2022
    N. Savanović, I. Aranđelović, Z. Mitrović, The Results on Coincidence and Common Fixed Points for a New Type Multivalued Mappings in b-Metric Spaces, Mathematics, Vol. 10, pp. 1 - 10, 2022
    Open
  • A multi-layered image format for the web with an adaptive layer selection algorithm
    2017
    M. Tair, A. Mihajlović, N. Savanović, M. Šarac, A multi-layered image format for the web with an adaptive layer selection algorithm, Serbian Journal of Electrical Engineering, pp. 1 - 21, Jan, 2017
    Open
Conference Papers
  • Design and Implementation of an Automated Academic Scheduling System with Conflict and Mobility Constraints
    2026
    Sinteza 2026
    P. Kresoja, А. Видаковић, Ј. Гавриловић, Н. Савановић, Ј. Јанаћковић, Design and Implementation of an Automated Academic Scheduling System with Conflict and Mobility Constraints, May, 2026
  • A Modular LLM-Backed Framework for Adaptive Linux Proficiency Assessment
    2025
    2025 12th International Conference on Electrical and Electronics Engineering (ICEEE)
    T. Petrović, П. Кресоја, А. Видаковић, Н. Савановић, С. Адамовић, A Modular LLM-Backed Framework for Adaptive Linux Proficiency Assessment, pp. 582 - 589, Sep, 2025
    Open
  • A Platform-Agnostic Deployment Strategy Leveraging Real-Time Host Metrics for Optimized Resource Utilization
    2025
    Sinteza 2025
    T. Petrović, А. Видаковић, П. Кресоја, Н. Савановић, С. Адамовић, A Platform-Agnostic Deployment Strategy Leveraging Real-Time Host Metrics for Optimized Resource Utilization, pp. 71 - 77, May, 2025
    Open
  • The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection
    2023
    Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022)
    A. Petrovic, M. Antonijevic, I. Strumberger, L. Jovanovic, N. Savanovic, S. Janicijevic, The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection, Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022), pp. 219 - 234, Jan, 2023
    Open
  • Modern JavaScript 3D Visualization Frameworks: A Survey Study
    2020
    IcETRAN
    V. Toković, M. Živković, N. Savanović, Modern JavaScript 3D Visualization Frameworks: A Survey Study, IcETRAN 2020, Sep, 2020
  • Meme App Generator
    2020
    IcETRAN
    V. Toković, L. Gajić, D. Cvetnić, M. Vidačić, N. Savanović, M. Živković, Meme App Generator, IcETRAN 2020, Sep, 2020
  • Android Application For Promoting The Cultural Institutions Through Wi-Fi Access
    2020
    IcETRAN
    V. Toković, L. Gajić, D. Cvetnić, M. Vidačić, N. Savanović, M. Živković, Android Application For Promoting The Cultural Institutions Through Wi-Fi Access, IcETRAN 2020, Sep, 2020
  • SEO in Serbian websites
    2020
    IcETRAN
    J. Knežević, J. Panović, N. Savanović, M. Živković, SEO in Serbian websites, IcETRAN 2020, Sep, 2020
  • The Evaluation of The Technical Quality of Web Sites With Contents in Arabic and Serbian Languages
    2019
    Sinteza 2019
    A. Elsadai, M. Tair, N. Savanović, The Evaluation of The Technical Quality of Web Sites With Contents in Arabic and Serbian Languages, Proceedings of the Sinteza 2019 International Scientific Conference on Information Technology and Data Related Research, pp. 351 - 359, Apr, 2019
    Open
  • Content distribution in education support software
    2017
    Sinteza 2017
    D. Marković, M. Tair, M. Šarac, D. Stamenković, N. Savanović, Content distribution in education support software, 4nd International Scientific Conference of IT and Business-Related Research SINTEZA 2017, Belgrade, Serbia, pp. 248 - 253, Apr, 2017
    Open
  • A Multi-Layered Image Format for the Web With an Adaptive Background Layer Selection Algorithm
    2016
    Sinteza 2016 - International Scientific Conference on ICT and E-Business Related Research
    M. Tair, А. Михајловић, Н. Савановић, A Multi-Layered Image Format for the Web With an Adaptive Background Layer Selection Algorithm, Book of proceedings, Sinteza 2016, pp. 24 - 30, Dec, 2016
    Open
  • Virtualization of workspace and its application in education
    2016
    3rd International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2016
    D. Marković, M. Šarac, S. Adamović, D. Stamenković, N. Savanović, Virtualization of workspace and its application in education, 3rd International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2016, Zlatibor, Serbia, Jun, 2016
    Open
  • Computer network security on physical layer, 3rd International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2016, Zlatibor, Serbia , Jun 2016
    2016
    3rd International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2016
    N. Savanović, М. Шарац, Д. Марковић, Д. Радовановић, А. Јевремовић, Computer network security on physical layer, 3rd International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2016, Zlatibor, Serbia , Jun 2016, pp. 80 - 81, Jun, 2016
  • A Multi-Layered Image Format for the Web With an Adaptive Background Layer Selection Algorithm
    2016
    Sinteza 2016
    М. Таир, A. Mihajlović, Н. Савановић, A Multi-Layered Image Format for the Web With an Adaptive Background Layer Selection Algorithm, Conference proceedings, pp. 24 - 30, Apr, 2016
    Open
  • Unreal Engine platforma za razvoj edukativnih video igara
    2015
    16th International Scientific Conference Sinergija
    N. Savanović, M. Šarac, D. Stamenković, S. Adamović, Unreal Engine platforma za razvoj edukativnih video igara, 16th International Scientific Conference SINERGIJA 2015, Bijeljina, Republika Srpska, pp. 118 - 121, Dec, 2015
    Open
  • Konstruisanje generatora slučajnih brojeva preko fizičkog izvora informacija - TRNG
    2013
    SINERGIJA, Bijeljina
    Н. Савановић, S. Adamović, A. Jevremović, M. Milosavljević, M. Veinović, M. Šarac, Konstruisanje generatora slučajnih brojeva preko fizičkog izvora informacija - TRNG, Konstruisanje generatora slučajnih brojeva preko fizičkog izvora informacija - TRNG, pp. 248 - 252, Dec, 2013
Other Publications
  • 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
    2024
    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
    Open
  • Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price Forecasting, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, Springer, volume 166
    2023
    M. Milicevic, L. Jovanovic, N. Bacanin, M. Zivkovic, D. Jovanovic, M. Antonijevic, N. Savanovic, I. Strumberger, Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price Forecasting, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, Springer, volume 166, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, volume 166, pp. 125 - 139, Springer, Singapore, Nepal, May, 2023
    Open
  • The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection
    2023
    A. Petrovic, M. Antonijevic, I. Strumberger, L. Jovanovic, N. Savanovic, S. Janicijevic, The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 219 - 234, Atlantis Press, Springer Nature, Jan, 2023
  • Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer
    2023
    A. Petrovic, M. Antonijevic, I. Stumberger, N. Savanovic, S. Janicijevic, N. Budimirovic, Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 203 - 218, Atlantis Press, Springer Nature, Jan, 2023