Jelena Kaljević

Jelena Kaljević je rođena 08.06.1982. u Valjevu, Srbija.

Obrazovanje:

• Osnovne studije
  Univerzitet Singidunum, Fakultet za poslovnu informatiku, Programiranje i projektovanje, 2007
• Master studije
  Univerzitet Singidunum, Savremene informaciono komunikacione tehnologije, 2010
• Doktorske studije
  Univerzitet Singidunum, Inženjerski sistemi u menadžmentu, 2018

Knjige:

• J. Kaljević, Zbirka zadataka iz Kvantitativnih metoda sa nekim elementima teorije, Fakultet zdravstvenih i poslovnih studija, Valjevo, 2024

Radovi u časopisima:

• 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
• 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
• 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
• 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
• 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
• 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
• Ž. Spalević, J. Kaljević, 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
• 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

Radovi na konferencijama:

• 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
• 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
• 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
• J. Kaljević, 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
• 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
• 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
• 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
• M. Marković, I. Pantelić, J. Kaljević, B. Tešić, Efikasno pretrazivanje grafova koriscenjem algoritma A-zvezda, Konferencija Sinergija, 2015
• B. Tešić, M. Marković, K. Plećić, I. Pantelić, J. Kaljević, Unapređenje poslovnih procesa javne uprave primenom savremenih IKT rešenja, Konferencija Sinteza, 2015
• J. Kaljević, M. Žižović, I. Pantelić, K. Vićentijević, Multicriteria Approach To Organization Of Teaching Accounting, pp. 180 - 183, 2014
• 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:

• 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
• 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
• 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
• 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
• 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
• 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
• J. Gajić, L. Dražeta, L. Babić, J. Kaljević, D. Jovanović, L. Jovanović, 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
• 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
• 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