Jelena Kaljević

Univerzitet Singidunum

Biografija

Jelena Kaljević je rođena 08.06.1982. u Valjevu, Srbija.

Obrazovanje
Osnovne studije
Univerzitet Singidunum, Fakultet za poslovnu informatiku
Programiranje i projektovanje
Master studije
Univerzitet Singidunum
Savremene informaciono komunikacione tehnologije
Doktorske studije
Univerzitet Singidunum
Inženjerski sistemi u menadžmentu
Bibliografija
Knjige
  • Збирка задатака из Квантитативних метода са неким елементима теорије
    2024
    J. Kaljević, Збирка задатака из Квантитативних метода са неким елементима теорије, Факултет здравствених и пословних студија, Ваљево, 2024
Radovi u časopisima
  • A two-layer TinyML approach aided by metaheuristics optimization for leveraging agriculture 4.0 and plant disease classification
    2025
    V. Radojcic, N. Bacanin, L. Jovanovic, M. Dobrojevic, V. Simic, D. Pamucar, M. Zivkovic, J. Kaljevic, A two-layer TinyML approach aided by metaheuristics optimization for leveraging agriculture 4.0 and plant disease classification, Applied Soft Computing, No. 114179, Nov, 2025
    Otvori
  • Parkinsons Detection from Gait Time Series Classification Using Modified Metaheuristic Optimized Long Short Term Memory
    2025
    F. Markovic, L. Jovanovic, P. Spalevic, J. Kaljevic, M. Zivkovic, V. Simic, H. Shaker, N. Bacanin, Parkinsons Detection from Gait Time Series Classification Using Modified Metaheuristic Optimized Long Short Term Memory, NEURAL PROCESSING LETTERS, Vol. 57, No. 14, pp. 1 - 29, Feb, 2025
    Otvori
  • Performance evaluation of metaheuristics-tuned recurrent networks with VMD decomposition for Amazon sales prediction
    2024
    A. Jovanovic, N. Bacanin, L. Jovanovic, R. Damaševičius, M. Antonijevic, M. Zivkovic, J. Kaljevic, M. Dobrojevic, Performance evaluation of metaheuristics-tuned recurrent networks with VMD decomposition for Amazon sales prediction, International Journal of Data Science and Analytics, pp. 1 - 19, Nov, 2024
    Otvori
  • Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles
    2024
    P. Dakic, M. Zivkovic, L. Jovanovic, N. Bacanin, M. Antonijevic, J. Kaljevic, V. Simic, Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles, Scientific Reports, Vol. 14, No. 22884, pp. 1 - 26, Oct, 2024
    Otvori
  • Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures
    2024
    A. Petrovic, N. Bacanin, L. Jovanovic, J. Cadjenovic, J. Kaljevic, M. Zivkovic, M. Antonijevic, Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures, International Journal of Robotics and Automation Technology, Vol. 11, pp. 1 - 12, May, 2024
    Otvori
  • ’’''Smart anklet'' to measure vascular health benefit of preventive intervention in environment of nature – a pilot study’’
    2024
    M. Stošić, J. Kaljević, B. Nikolić, M. Tanasković, A. Kolarov, ’’''Smart anklet'' to measure vascular health benefit of preventive intervention in environment of nature – a pilot study’’, International Journal of Environmental Research and Public Health, 2024
    Otvori
  • Enhancing Legally-Based E-Government Services in Education Through Artificial Intelligence
    2023
    Ž. Spalević, Ј. Каљевић, S. Vučetić, P. Milić, Enhancing Legally-Based E-Government Services in Education Through Artificial Intelligence, International Journal of Cognitive Research in Science, Engineering and Education, Vol. 11, No. 3, pp. 511 - 518, Dec, 2023
    Otvori
  • Survey of quality models of e-learning systems
    2018
    V. Nikolić, J. Kaljević, S. Jović, D. Petković, M. Milovančević, L. Dimitrov, P. Dachkinov, Survey of quality models of e-learning systems, PHYSICA A, Vol. 511, pp. 324 - 330, 2018
    Otvori
Radovi na konferencijama
  • Modified Metaheuristics Optimization for Cyberbullying Detection on Online Data Science Platform
    2024
    2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)
    N. Bacanin, L. Jovanovic, I. Uzelac Bujisic, C. Stoean, J. Kaljevic, J. Cadjenovic, M. Antonijevic, M. Zivkovic, Modified Metaheuristics Optimization for Cyberbullying Detection on Online Data Science Platform, 2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), IEEE, Timisoara, Romania, pp. 292 - 298, Sep, 2024
    Otvori
  • Insider Threat Identification From Accessed Website Content Optimized by Modified Metaheuristic
    2024
    2024 International Conference on Circuit, Systems and Communication (ICCSC)
    L. Jovanovic, J. Kaljevic, M. Zivkovic, N. Bacanin, M. Antonijevic, M. Cajic, Insider Threat Identification From Accessed Website Content Optimized by Modified Metaheuristic, 2024 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fes, Morocco, pp. 1 - 6, Jun, 2024
    Otvori
  • YOLOv8 Utilization in Occupational Health and Safety
    2024
    2024 Zooming Innovation in Consumer Technologies Conference (ZINC)
    P. Jankovic, M. Protic, L. Jovanovic, N. Bacanin, M. Zivkovic, J. Kaljevic, YOLOv8 Utilization in Occupational Health and Safety, 2024 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, Novi Sad, Serbia, pp. 182 - 187, May, 2024
    Otvori
  • Informacione tehnologije kao podrška menadžmentu znanja u organizacijama
    2015
    Mreža 2015 - Umrežavanje, nauka, primena – NETworking, Science and Application (NETSA)
    Ј. Каљевић, J. Đorđević-Boljanović, K. Vićentijević, M. Žižović, B. Tešić, Informacione tehnologije kao podrška menadžmentu znanja u organizacijama, Mreža 2015 - Umrežavanje, nauka, primena – NETworking, Science and Application (NETSA), pp. 228 - 235, May, 2015
    Otvori
  • Informacione tehnologije kao podrška menadžmentu znanja u organizacijama
    2015
    Nacionalni naučni skup sa međunarodnim učešćem Mreža 2015 - Umrežavanje, nauka, primena – NETworking, Science and Application (NETSA)
    J. Kaljević, J. Boljanović, K. Vićentijević, M. Žižović, I. Pantelić, B. Tešić, Informacione tehnologije kao podrška menadžmentu znanja u organizacijama, Zbornik radova, ISBN: 978-86-7912-592-7, pp. 228 - 234, May, 2015
  • Upotreba Cloud računovodstva u odnosu na tradicionalno računovodstvo u Republici Srbiji
    2015
    Međunarodna naučna konferencija iz oblasti informacionih tehnologija i savremenog poslovanja ''Synthesis 2015''
    K. Vićentijević, Z. Petrović, Z. Jović, N. Glišović, S. Rakočević, J. Kaljević, Upotreba Cloud računovodstva u odnosu na tradicionalno računovodstvo u Republici Srbiji, Zbornik radova ISBN: 978-86-7912-595-8, pp. 711 - 714, Apr, 2015
  • Višekriterijumska analiza upotrebe Interneta u nastavi računovodstva na osnovnim akademskim studijama
    2015
    Međunarodna naučna konferencija iz oblasti informacionih tehnologija i savremenog poslovanja ''Synthesis 2015''
    K. Vićentijević, M. Žižović, Z. Petrović, J. Kaljević, I. Pantelić, S. Rakočević, Višekriterijumska analiza upotrebe Interneta u nastavi računovodstva na osnovnim akademskim studijama, Zbornik radova, ISBN: 978-86-7912-595-8, pp. 151 - 153, Apr, 2015
  • Efikasno pretrazivanje grafova koriscenjem algoritma A-zvezda
    2015
    Konferencija Sinergija
    M. Marković, I. Pantelić, J. Kaljević, B. Tešić, Efikasno pretrazivanje grafova koriscenjem algoritma A-zvezda, Konferencija Sinergija, 2015
  • Unapređenje poslovnih procesa javne uprave primenom savremenih IKT rešenja
    2015
    Sinteza 2015
    B. Tešić, M. Marković, К. Plećić, I. Pantelić, J. Kaljević, Unapređenje poslovnih procesa javne uprave primenom savremenih IKT rešenja, Konferencija Sinteza, 2015
  • Multicriteria Approach To Organization Of Teaching Accounting
    2014
    Međunarodna naučna konferencija “UNITECH 2014”
    J. Kaljević, M. Žižović, I. Pantelić, K. Vićentijević, Multicriteria Approach To Organization Of Teaching Accounting, pp. 180 - 183, 2014
  • Primena softverske simulacije u nastavi računovodstva
    2013
    Sedmi međunarodni simpozijum ''Tehnologija, informatika i obrazovanje'', Banja Luka
    J. Kaljević, I. Pantelić, S. Milovanović, Z. Petrović, K. Vićentijević, Primena softverske simulacije u nastavi računovodstva, Zbornik radova štampan u celini, Sep, 2013
Ostali radovi
  • YOLOv8 Model Architecture Selection for Human Fall Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2024: International Conference on Data Analytics & Management, Springer, volume 1301
    2025
    T. Zivkovic, M. Zivkovic, L. Jovanovic, J. Kaljevic, M. Dobrojevic, N. Bacanin, YOLOv8 Model Architecture Selection for Human Fall Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2024: International Conference on Data Analytics & Management, Springer, volume 1301, LNNS Lecture Notes in Networks and Systems: ICDAM 2024: Proceedings of Data Analytics and Management, volume 1301, pp. 219 - 227, Springer, Singapore, London, UK, May, 2025
    Otvori
  • Detecting Software Defects in Generated Python Code with Applied Natural Language Processing Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 1254
    2025
    J. Philipose Villoth, S. John Villoth, L. Jovanovic, M. Zivkovic, J. Mani, M. Antonijevic, J. Kaljevic, M. Milovanovic, N. Bacanin, Detecting Software Defects in Generated Python Code with Applied Natural Language Processing Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2024: Information Systems for Intelligent Systems, Springer, volume 1254, LNNS Lecture Notes in Networks and Systems: ISBM 2024: Proceedings of Information Systems for Intelligent Systems, volume 1254, pp. 575 - 588, Springer, Singapore, Bangkok, Thailand, May, 2025
    Otvori
  • Using Text Mining to Identify Employee Dissatisfaction Optimized by Modified Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2024: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer
    2025
    V. Mizdrakovic, L. Jovanovic, M. Zivkovic, M. Antonijevic, J. Kaljevic, N. Bacanin, Using Text Mining to Identify Employee Dissatisfaction Optimized by Modified Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2024: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer, AIS Algorithms for Intelligent Systems: PCCDA 2024: Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics, pp. 1 - 14, Springer, Singapore, Rishikesh, India, Feb, 2025
    Otvori
  • Parkinson’s Detection From Gait Time Series Classification Using LSTM Tuned by Modified RSA Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, Springer, volume 1121
    2024
    M. Zivkovic, N. Bacanin, T. Zivkovic, L. Jovanovic, J. Kaljevic, M. Antonijevic, Parkinson’s Detection From Gait Time Series Classification Using LSTM Tuned by Modified RSA Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, Springer, volume 1121, LNNS Lecture Notes in Networks and Systems: ICCCT 2023: Proceedings of International Conference on Communication and Computational Technologies, volume 1121, pp. 119 - 134, Springer, Singapore, Jaipur, India, Dec, 2024
    Otvori
  • Natural Language Processing of HTTP Content for Insider Threat Detection Optimized by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICICDS 2024: Innovations in Cybersecurity and Data Science, Springer
    2024
    A. Petrovic, L. Jovanovic, M. Antonijevic, N. Bacanin, M. Zivkovic, J. Kaljevic, Natural Language Processing of HTTP Content for Insider Threat Detection Optimized by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICICDS 2024: Innovations in Cybersecurity and Data Science, Springer, AIS Algorithms for Intelligent Systems: ICICDS 2024: International Conference on Innovations in Cybersecurity and Data Science Proceedings of ICICDS, pp. 299 - 314, Springer, Singapore, Bengaluru, India, Dec, 2024
    Otvori
  • Online harassment detection on online data science platforms optimized by metaheuristic
    2024
    N. Bacanin, M. Kabiljo, L. Babic, V. Gajic, J. Kaljevic, M. Dobrojevic, Online harassment detection on online data science platforms optimized by metaheuristic, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 121 - 136, Atlantis Press, Muscat, Oman, Aug, 2024
    Otvori
  • Twitter toxic comment identification in digital media and advertising using NLP and optimized classifiers
    2024
    Ј. Гајић, L. Dražeta, Л. Бабић, Ј. Каљевић, Д. Јовановић, Л. Јовановић, Twitter toxic comment identification in digital media and advertising using NLP and optimized classifiers, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Advances in Computer Science Research 113, pp. 171 - 187, Atlantis Press, Muscat, Oman, Aug, 2024
    Otvori
  • Using BERT with Modified Metaheuristic Optimized XGBoost for Phishing Email Identification, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2024: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 4
    2024
    M. Antonijevic, L. Jovanovic, N. Bacanin, M. Zivkovic, J. Kaljevic, T. Zivkovic, Using BERT with Modified Metaheuristic Optimized XGBoost for Phishing Email Identification, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2024: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 4, ISEM Information Systems Engineering and Management: ICAIS 2024: Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy, volume 4, pp. 358 - 370, Springer, Cham, Coimbatore, India, Jun, 2024
    Otvori
  • Machine Learning for Company Review Sentiment Analysis Interpretation, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer
    2024
    S. Kozakijevic, L. Jovanovic, L. Babic, J. Kaljevic, M. Zivkovic, N. Bacanin, Machine Learning for Company Review Sentiment Analysis Interpretation, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer, AIS Algorithms for Intelligent Systems: ICMSLE 2024: Proceedings of International Conference on Multi-Strategy Learning Environment, pp. 647 - 659, Springer, Singapore, Dehradun, India, May, 2024
    Otvori