Svetlana Anđelić

Singidunum University

Biography

Svetlana Anđelić was born on 25.11.1975. in Gradacac, Bosna i Hercegovina.

 

 

Naslov doktorske disertacije: ''Prilog objektivnom vrednovanju rezultata rada studenata primenom računarskog adaptivnog testiranja''

 

Education
Doctoral Dissertation
2008 – 2010
Fakultet za inženjerski menadžment, Univerzitet ''Union'', Beograd
menažment informacionih sistema
Magister Studies
2006 – 2007
Fakultet organizacionih nauka, Univerzitet u Beogradu
elektronsko poslovanje
Specialization
2002 – 2005
Fakultet organizacionih nauka, Univerzitet u Beogradu
elektronsko poslovanje
Undergraduate Studies
1996 – 2001
Fakultet organizacionih nauka, Univerzitet u Beogradu
informacioni sistemi
High School
1990 – 1994
Gimnazija ''Vuk Karadžić'' Loznica
prirodno-matematički smer
Bibliography
Books
  • Primena baza podataka
    2022
    S. Anđelić, N. Dragović, G. Radić, Primena baza podataka, PIM Univerzitet, Banja Luka, 2022
  • WPF i ASP.NET Framework – projektovanje i implementacija softvera
    2016
    S. Anđelić, WPF i ASP.NET Framework – projektovanje i implementacija softvera, Visoka škola strukovnih studija za informaciobe tehnologije – ITS, Beograd, 2016
  • Visual C#.NET programiranje - zbirka rešenih zadataka
    2015
    S. Anđelić, Visual C#.NET programiranje - zbirka rešenih zadataka, Visoka škola strukovnih studija za informaciobe tehnologije – ITS, Beograd, 2015
  • Baze podataka za menadžere sa praktikumom
    2010
    Z. Čekerevac, S. Anđelić, B. Milosavljević, Baze podataka za menadžere sa praktikumom, Fakultet za industrijski menadžment, ICIM plus, Kruševac, 2010
Journal Articles
  • Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search Algorithm
    2026
    S. 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, 2026
    Open
  • Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease Stages
    2026
    L. Anicin, S. Andjelic, M. Markovic Blagojevic, D. Bulaja, M. Zivkovic, T. Zivkovic, M. Antonijevic, N. Bacanin, Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease Stages, Frontiers in Computational Neuroscience, Vol. 20, No. 1731812, Feb, 2026
    Open
  • Domain-Driven Design as a Choice for Software Development in Projects with Complicated Business Processes
    2022
    S. Anđelić, G. Radić, N. Dragović, D. Unkulov, Domain-Driven Design as a Choice for Software Development in Projects with Complicated Business Processes, Annals of Spiru Haret University. Economic Series, Vol. 22, No. 1, pp. 45 - 61, 2022
    Open
  • The Production of Electricity from Renewable Energy Sources in The Republic of Srpska
    2021
    V. Tomić, S. Anđelić, The Production of Electricity from Renewable Energy Sources in The Republic of Srpska, Annals of Spiru Haret University. Economic Series, Vol. 21, No. 4, pp. 309 - 318, 2021
    Open
  • Influence of entrepreneurs of job satisfaction and organizational commitment of employees
    2021
    J. Kreiner, D. Sajfert, S. Anđelić, N. Jančev, M. Živković, Influence of entrepreneurs of job satisfaction and organizational commitment of employees, JOURNAL OF ENGINEERING MANAGEMENT AND COMPETITIVENESS (JEMC), Vol. 11, No. 2, pp. 96 - 105, 2021
    Open
  • Prikaz knjige ’’Napredne baze podataka’’
    2020
    S. Anđelić, S. Jevremović, Prikaz knjige ’’Napredne baze podataka’’, Železnice, Vol. 1, pp. 65 - 67, 2020
    Open
  • E-education in academic environment
    2019
    V. Dedić, M. Ranković, S. Anđelić, B. Mitić, E-education in academic environment, Annals of Spiru Haret University. Economic Series, Vol. 19, No. 4, pp. 35 - 42, 2019
    Open
  • Prikaz knjige ’’Upravljanje projektima’’
    2019
    B. Mitić, S. Anđelić, Prikaz knjige ’’Upravljanje projektima’’, Železnice, Vol. 1, pp. 66 - 68, 2019
    Open
  • Private secondary education in Ex-Yu countries and management practice in private secondary schools
    2018
    B. Ristić, S. Anđelić, V. Kuleto, Private secondary education in Ex-Yu countries and management practice in private secondary schools, MEST Journal, Vol. 6, No. 1, pp. 79 - 89, Jan, 2018
    Open
  • The role of computerized accounting information system in detecting accounting errors and accounting fraud
    2017
    M. Ilić, S. Anđelić, The role of computerized accounting information system in detecting accounting errors and accounting fraud, BizInfo (Blace) Journal of Economics, Management and Informatics, Vol. 8, No. 1, pp. 17 - 30, 2017
    Open
  • Contemporary trends in Education of IT Professionals
    2015
    S. Anđelić, V. Kuleto, Contemporary trends in Education of IT Professionals, FBIM Transactions, Vol. 3, No. 2, pp. 1 - 9, 2015
    Open
  • The impact of Information technologies on preschool child development
    2014
    S. Anđelić, Z. Čekerevac, N. Dragović, The impact of Information technologies on preschool child development, Croatian Journal of Education - Hrvatski časopis za odgoj i obrazovanje, Vol. 16, No. 1, pp. 259 - 287, 2014
    Open
  • CAT model with personalized algorithm for evaluation of estimated student knowledge
    2014
    S. Anđelić, Z. Čekerevac, CAT model with personalized algorithm for evaluation of estimated student knowledge, Springer, US, Education and Information Technologies, Vol. 19, No. 1, pp. 173 - 191, 2014
    Open
  • Application of Computer Adaptive Testing as a tool of Human Resource Management
    2013
    S. Anđelić, Z. Čekerevac, S. Glumac, N. Dragović, Application of Computer Adaptive Testing as a tool of Human Resource Management, FBIM Transactions, Vol. 1, No. 1, pp. 18 - 26, 2013
    Open
  • Knowledge Assessment and Application of Computer Adaptive Testing
    2013
    Z. Čekerevac, S. Anđelić, P. Čekerevac, Knowledge Assessment and Application of Computer Adaptive Testing, MEST Journal, MESTE NGO, Vol. 1, No. 2, pp. 16 - 30, 2013
    Open
  • Tестирање запослених применом CАТ модела
    2011
    S. Anđelić, Z. Čekerevac, Tестирање запослених применом CАТ модела, IMK-14 - Istraživanje i razvoj, Vol. 17, No. 4, pp. 9 - 18, 2011
    Open
  • The application of information and communication technology lessons in regards to multimedia presentations
    2011
    Z. Čekerevac, S. Anđelić, Z. Dvorak, D. Radović, D. Sajfert, The application of information and communication technology lessons in regards to multimedia presentations, TTEM - Technics Technologies Education Management, Vol. 6, No. 2, pp. 256 - 265, 2011
    Open
  • A Performance Analysis of the Dbms - MYSQL Vs POSTGRESQL
    2008
    S. Anđelić, S. Obradović, B. Gaćeša, A Performance Analysis of the Dbms - MYSQL Vs POSTGRESQL, Communications - Scientific Letters of the University of Zilina, Slovakia, Vol. 10, No. 4, pp. 53 - 59, 2008
    Open
Conference Papers
  • Modified Metaheuristics for Intrusion Detection in the Internet of Things
    2025
    2025 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)
    L. Jovanovic, M. Stankovic, M. Zivkovic, M. Antonijevic, S. Andjelic, N. Bacanin, Modified Metaheuristics for Intrusion Detection in the Internet of Things, 2025 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC), IEEE, Bhubaneswar, India, pp. 1 - 6, May, 2025
    Open
  • Optimizing Recurrent Neural Networks for Solar Energy Forecasting Using Modified Metaheuristics
    2025
    2025 IEEE International Conference on Contemporary Computing and Communications (InC4)
    D. Bulaja, S. Andjelic, T. Zivkovic, L. Jovanovic, M. Zivkovic, N. Bacanin, S. Ivanovic, Optimizing Recurrent Neural Networks for Solar Energy Forecasting Using Modified Metaheuristics, 2025 IEEE International Conference on Contemporary Computing and Communications (InC4), IEEE, Bangalore, India, pp. 1 - 6, Mar, 2025
    Open
  • Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks
    2025
    International Conference on Artificial Intelligence and Smart Energy (ICAIS)
    N. Bacanin, L. Jovanovic, S. Ivanovic, M. Zivkovic, S. Andjelic, V. Zeljkovic, M. Mihajlovic, Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks, Proceedings of 5th International Conference on Artificial Intelligence and Smart Energy, pp. 78 - 89, Jan, 2025
    Open
  • Machine learning-based informaton systems security management
    2024
    Sinteza 2024
    S. Anđelić, V. Dedić, N. Dedić, Machine learning-based informaton systems security management, Sinteza 2024 - International Scientific Conference on Information Technology and Data Related Research, May, 2024
  • The influence of information technologies on organizational commitment in the enviroment
    2023
    XIII International Symposium Engineering Management and Competitiveness 2023 (EMC 2023)
    D. Sajfert, J. Kreiner, S. Barzut, S. Anđelić, A. Vukić, The influence of information technologies on organizational commitment in the enviroment, ISBN: 978-86-7672-365-2, COBISS.SR-ID 118010633, pp. 215 - 220, Jun, 2023
    Open
  • Xamarin Platform – Development of cross-platform C# apps for mobile devices
    2023
    LINK IT & EdTech23 International Scientific Conference
    N. Dragović, S. Anđelić, G. Radić, H. Stefanović, Xamarin Platform – Development of cross-platform C# apps for mobile devices, Proceedings LINK IT & EdTech23 International Scientific Conference, pp. 67 - 77, May, 2023
    Open
  • Application of machine learning to the problem of Internet addiction in the student population
    2023
    XI International conference - Humanity before the challenge of artificial intelligence
    G. Radić, V. Dedić, S. Anđelić, Application of machine learning to the problem of Internet addiction in the student population, pp. 207 - 214, May, 2023
    Open
  • Knowledge assessment through the application of computer adaptive testing in response to modern tendencies in education
    2022
    XI International conference on social and technological development
    S. Anđelić, N. Dragović, G. Radić, V. Kuleto, V. Dedić, Knowledge assessment through the application of computer adaptive testing in response to modern tendencies in education, Proceedings: XI International conference on social and technological development, STED 2022., pp. 13 - 19, Jun, 2022
    Open
  • Online teaching during Covid-19, ITS – Belgrade, the case study
    2021
    X International conference on social and technological development
    S. Anđelić, B. Ristić, G. Radić, V. Dedić, M. Ilić, Online teaching during Covid-19, ITS – Belgrade, the case study, Proceedings: X International conference on social and technological development, STED 2021., pp. 528 - 532, Jun, 2021
    Open
  • Marketing mix service (7P) and destination brand evaluation in rural tourism - a case study of Country Club Zdravkovac in Serbia
    2021
    International Business Information Management Association Conference (IBIMA)
    M. Ilić, M. Subotić, S. Anđelić, B. Ristić, N. Popović-Šević, Marketing mix service (7P) and destination brand evaluation in rural tourism - a case study of Country Club Zdravkovac in Serbia, Proceedings of the 37th International Business Information Management Association (IBIMA), ISBN:978-0-9998551-6-4, ISSN: 2767-9640, pp. 1135 - 1149, May, 2021
    Open
  • E-Learning Experiences of Higher Education Institutions in The Republic of Serbia During Covid-19, Content Analysis and Case Study ITS Belgrade
    2020
    International Business Information Management Association Conference (IBIMA)
    G. Radić, B. Ristić, S. Anđelić, V. Kuleto, M. Ilić, E-Learning Experiences of Higher Education Institutions in The Republic of Serbia During Covid-19, Content Analysis and Case Study ITS Belgrade, Proceedings of the 36th International Business Information Management Association (IBIMA), ISBN: 978-0-9998551-5-7, pp. 8868 - 8879, Nov, 2020
    Open
  • The Leader-Follower Relationship and Their Participation in the Strategic Management of a Company - Research in the Leader's and the Follower's Attitudes
    2019
    International Business Information Management Association Conference (IBIMA)
    M. Ilić, S. Jokić, M. Ranković, S. Anđelić, The Leader-Follower Relationship and Their Participation in the Strategic Management of a Company - Research in the Leader's and the Follower's Attitudes, pp. 2516 - 2534, Nov, 2019
    Open
  • Obrazovna politika i obrazovanje za tržište rada
    2018
    Nacionalna konferencija sa međunarodnim učešćem Informacione tehnologije, obrazovanje i preduzetništvo (3 : 2018 : Čačak).
    B. Ristić, S. Anđelić, G. Radić, Obrazovna politika i obrazovanje za tržište rada, Nacionalna konferencija sa međunarodnim učešćem Informacione tehnologije, obrazovanje i preduzetništvo (3 : 2018 : Čačak). - Zbornik radova. - Čačak : Fakultet tehničkih nauka, 2018. - ISBN 9788677762247, pp. 23 - 27, Mar, 2018
    Open
  • How to guarantee baby identity based on fingerprint biometry
    2017
    The Eight International Conference on Business Information Security (BISEC-2017)
    K. Lalović, S. Anđelić, I. Tot, How to guarantee baby identity based on fingerprint biometry, Proceedings: The Ninth International Conference on Business Information Security BISEC 2017, Oct, 2017
    Open
  • Calculation of ETCS of Educational components
    2017
    XX International conference Dependability and Quality Management - ICDQM 2017
    S. Pokorni, V. Kuleto, G. Radić, S. Anđelić, B. Ristić, Calculation of ETCS of Educational components, Proceedings: XX International conference Dependability and Quality Management - ICDQM 2017, pp. 104 - 109, Sep, 2017
  • Digitalization and Technological Innovation in the Banking sector, as imperative for survival of commercial banks
    2017
    22nd International Scientific Symposium Strategic Management and Decision Support Systems in Strategic Management – SM 2017
    B. Ristić, S. Anđelić, M. Ilić, Digitalization and Technological Innovation in the Banking sector, as imperative for survival of commercial banks, Proceedings of the 22nd International Scientific Symposium Strategic Management and Decision Support Systems in Strategic Management – SM 2017, ISBN 978-86-7233-362-6, pp. 569 - 576, May, 2017
    Open
  • Web application for CAT testing of students
    2013
    Telfor
    S. Anđelić, V. Kuleto, Web application for CAT testing of students, IEEE Xplore Digital Library, 2013
    Open
Other Publications
  • Solar Energy Production Forecasting with Long Short-Term Memory Networks Optimized by Modified Firefly Algorithm, Chapter in SST Studies in Smart Technologies: WCSC 2025: World Congress on Smart Computing, Springer
    2026
    S. Malisic, S. Andjelic, S. Tedic, B. Radomirovic, L. Jovanovic, N. Bacanin, M. Zivkovic, Solar Energy Production Forecasting with Long Short-Term Memory Networks Optimized by Modified Firefly Algorithm, Chapter in SST Studies in Smart Technologies: WCSC 2025: World Congress on Smart Computing, Springer, SST Studies in Smart Technologies: WCSC 2025: Proceedings of World Congress on Smart Computing, pp. 51 - 64, Springer, Singapore, Lucknow, India, Apr, 2026
    Open
  • Metaheuristics Applied to Recurrent Neural Network Optimization in Photovoltaic Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CML 2025: Computing and Machine Learning, Springer, volume 1613
    2026
    M. Antonijevic, L. Jovanovic, M. Zivkovic, S. Andjelic, T. Zivkovic, S. Malisic, D. Kavitha, N. Bacanin, Metaheuristics Applied to Recurrent Neural Network Optimization in Photovoltaic Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CML 2025: Computing and Machine Learning, Springer, volume 1613, LNNS Lecture Notes in Networks and Systems: CML 2025: Proceedings of International Conference on Computing and Machine Learning, volume 1613, pp. 403 - 415, Springer, Singapore, Sikkim, India, Feb, 2026
    Open
  • Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 1459
    2026
    L. Babic, L. Jovanovic, S. Kozakijevic, M. Zivkovic, T. Zivkovic, S. Andjelic, B. Radomirovic, N. Bacanin, Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 1459, LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Proceedings of International Conference on Power Engineering and Intelligent Systems, volume 1459, pp. 129 - 145, Springer, Singapore, Feb, 2026
    Open
  • Multiheaded Neural Network Optimization Handled by Modified Metaheuristic Optimizer for Increased Forecasting Performance, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1439
    2025
    M. Mihajlovic, L. Jovanovic, M. Antonijevic, S. Andjelic, T. Zivkovic, M. Zivkovic, N. Bacanin, Multiheaded Neural Network Optimization Handled by Modified Metaheuristic Optimizer for Increased Forecasting Performance, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1439, LNNS Lecture Notes in Networks and Systems: ICICC 2025: International Conference on Innovative Computing and Communications, volume 1439, pp. 69 - 82, Springer, Singapore, Delhi, India, Oct, 2025
    Open
  • Modified Optimization Metaheuristics Applied in Photovoltaic Power Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: AIR 2025: International Conference on AI and Robotics, Springer, volume 1629
    2025
    A. Petrovic, V. Marevic, S. Andjelic, M. Zivkovic, L. Jovanovic, B. Radomirovic, M. Antonijevic, N. Bacanin, Modified Optimization Metaheuristics Applied in Photovoltaic Power Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: AIR 2025: International Conference on AI and Robotics, Springer, volume 1629, LNNS Lecture Notes in Networks and Systems: AIR 2025: Proceedings of the International Conference on AI and Robotics, volume 1629, pp. 374 - 387, Springer, Cham, Astana, Kazakhstan, Oct, 2025
    Open
  • Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2025: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 42
    2025
    N. Bacanin, L. Jovanovic, S. Ivanovic, M. Zivkovic, S. Andjelic, V. Zeljkovic, M. Mihajlovic, Photovoltaic Farm Production Forecasting by Modified Metaheuristic-Optimized Gated Recurrent Units Networks, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2025: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 42, ISEM Information Systems Engineering and Management: ICAIS 2025: Proceedings of 5th International Conference on Artificial Intelligence and Smart Energy, volume 42, pp. 78 - 89, Springer, Cham, Coimbatore, India, May, 2025
    Open
  • Programski jezici u razvoju inteligentnih sistema
    2023
    S. Anđelić, G. Radić, N. Dragović, V. Dedić, Programski jezici u razvoju inteligentnih sistema, Informacione tehnologije, odabrana poglavlja, pp. 46 - 74, Univerzitet Privredna Akademija u Novom Sadu, Fakultet u Beogradu, Visoka škola strukovnih studija za informacione tehnologije – ITS, Beograd, 2023
    Open
  • The importance of the implementation and application of a modern web platform for the promotion of rural tourism
    2022
    S. Anđelić, M. Subotić, G. Radić, B. Ristić, The importance of the implementation and application of a modern web platform for the promotion of rural tourism, New Trends in Digital Transformation : monograph, ISBN - 978-86-81400-56-2, COBISS.SR-ID - 61941769, Belgrade : University "Union - Nikola Tesla", Faculty of Information Technology and Engineering : University "Union - Nikola Tesla", Faculty of Business Studies and Law, Beograd, 2022
    Open
  • The application of web mining in the process of data analysis using the classification technique
    2022
    N. Dragović, S. Anđelić, G. Radić, The application of web mining in the process of data analysis using the classification technique, New Trends in Digital Transformation : monograph, ISBN - 978-86-81400-56-2, COBISS.SR-ID - 61941769, Belgrade : University "Union - Nikola Tesla", Faculty of Information Technology and Engineering : University "Union - Nikola Tesla", Faculty of Business Studies and Law, Beograd, 2022
    Open
  • Application of automation of reporting in the analysis of business systems, comparison with alternative elections (cost-benefit) and attitudes of respondents
    2020
    V. Kuleto, N. Pavlović, S. Anđelić, G. Radić, Application of automation of reporting in the analysis of business systems, comparison with alternative elections (cost-benefit) and attitudes of respondents, Trends in the development and application of information systems : monograph, University “Union – Nikola Tesla”, Faculty of Information Technology and Engineering: University “Union – Nikola Tesla”, Faculty of Business Studies and Law, Beograd, 2020
    Open
  • Bezbednost podataka u Cloud računarskom okruženju
    2017
    S. Jevremović, V. Kuleto, S. Anđelić, Bezbednost podataka u Cloud računarskom okruženju, Informaciona sigurnost : tematska monografija, ISBN 978-86-87333-95-6, COBISS.SR-ID – 249782796, pp. 79 - 94, Fakultet za strateški i operativni menadžment, Fakultet za poslovne studije i pravo, Univerzitet „Union – Nikola Tesla”, Beograd, 2017
  • Savremene tendencije elektronskog obrazovanja – Računarsko adaptivno testiranje
    2017
    S. Anđelić, B. Ristić, G. Radić, Savremene tendencije elektronskog obrazovanja – Računarsko adaptivno testiranje, Informaciona sigurnost : tematska monografija, ISBN 978-86-87333-95-6, COBISS.SR-ID – 249782796, pp. 25 - 52, Fakultet za strateški i operativni menadžment, Fakultet za poslovne studije i pravo, Univerzitet „Union – Nikola Tesla”, Beograd, 2017
    Open