Univerzitet Singidunum
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Angelina Njeguš

Univerzitet Singidunum

Nastavni kadar
E-mail
anjegus@singidunum.ac.rs
Biografija

Angelina Njeguš je rođena 17.08.1971. u Beogradu, Srbija.

Prof. dr Angelina Njeguš je završila osnovne studije na Fakultetu organizacionih nauka u Beogradu, smer za informacione sisteme. Kao stipendista Ministarstva nauke Republike Srbije, završila je magistarske studije na istoimenom fakultetu, gde je radila i kao saradnik za naučno-istraživački rad u laboratoriji za računarsku integrisanu proizvodnju. 2000-te godine počinje da radi u timu za razvoj Virtuelnog univerziteta - MTVU, te je tema doktorske disertacije bila razvoj i primena arhitekture, algoritama i apleta za razvoj MTVU platforme, koju je odbranila 2003. godine na Fakultetu za poslovne studije u Beogradu. Pored rada na fakultetu, sarađuje sa privredom, radila je i kao konsultant u IBM kompaniji, učestovala kao developer ili rukovodioc na projektima razvoja transakcionih i inteligentnih sistema. Na Univerzitetu Singidunum radi od 2005-te godine, gde se trenutno, kao redovni profesor, bavi primenom algoritama mašinskog učenja, posebno deep learning algoritama u prepoznavanju obrazaca, kao i razvojem Big Data Analytics sistema.

 

LinkedIn profil, Google Scholar profil, Youtube profil

 

Obrazovanje
Osnovne studije
1990 – 1994
Fakultet organizacionih nauka
Informacioni sistemi
Magistarske studije
1994 – 1999
Fakultet organizacionih nauka
Industrijski inženjering
Doktorska disertacija
1999 – 2003
Fakultet za poslovne studije
Bibliografija
Knjige
  • Obrasci projektovanja softvera
    2023
    A. NJeguš, Obrasci projektovanja softvera, Univerzitet Singidunum, 2023
  • Информациони системи у туристичком пословању
    2010
    A. NJeguš, Информациони системи у туристичком пословању, Универзитет Сингидунум, 2010
  • Пословни информациони системи
    2007
    A. NJeguš, Пословни информациони системи, Универзитет Сингидунум, 2007
  • Практикум из пословних рачунарских апликација
    2004
    A. NJeguš, A. Veljović, Практикум из пословних рачунарских апликација, Мегатренд универзитет примењених наука, 2004
  • Основе релационих и аналитичких база података
    2004
    A. NJeguš, A. Veljović, Основе релационих и аналитичких база података, Мегатренд универзитет примењених наука, 2004
  • Интернет пословно програмирање
    2004
    A. NJeguš, A. Veljović, Интернет пословно програмирање, Мегатренд универзитет применњених наука, 2004
Radovi u časopisima
  • Attention augmented recurrent architectures for solar energy production forecasting
    2025
    V. Markovic, L. Jovanovic, M. Zivkovic, B. Radomirovic, A. Njegus, M. Abdel-Salam, V. Simic, N. Bacanin, Attention augmented recurrent architectures for solar energy production forecasting, Applied Soft Computing, No. 114119, Oct, 2025
    Otvori
  • Optimizing long-short term memory neural networks for electroencephalogram anomaly detection using variable neighborhood search with dynamic strategy change
    2024
    B. Radomirovic, N. Bacanin, L. Jovanovic, V. Simic, A. Njegus, D. Pamucar, M. Köppen, M. Zivkovic, Optimizing long-short term memory neural networks for electroencephalogram anomaly detection using variable neighborhood search with dynamic strategy change, Complex & Intelligent Systems, pp. 1 - 23, Aug, 2024
    Otvori
  • Text Document Clustering by Improved Sine Cosine Algorithm
    2023
    B. Radomirović, V. Jovanović, B. Nikolić, S. Stojanović, K. Venkatachalam, M. Zivkovic, A. Njeguš, N. Bacanin, I. Strumberger, Text Document Clustering by Improved Sine Cosine Algorithm, Information Technology and Control, Vol. 52, No. 2, pp. 541 - 561, Jul, 2023
    Otvori
  • Multicriteria selection of standards for system analyst activities in organizations
    2023
    M. Rakić, M. Žižović, B. Miljković, A. NJeguš, M. Žižović, I. Đorđević, Multicriteria selection of standards for system analyst activities in organizations, Facta Universitatis: Series Mechanical engineering, pp. 1 - 20, Jun, 2023
    Otvori
  • The Levels of Artificial Intelligence Application in Human Resource Systems
    2022
    T. Ćormarković, L. Dražeta, A. NJeguš, The Levels of Artificial Intelligence Application in Human Resource Systems, The European Journal of Applied Economics, Vol. 2, No. 19, pp. 28 - 42, Oct, 2022
    Otvori
  • GLOBAL DISTRIBUTION SYSTEMS VERSUS NEW DISTRIBUTION CAPABILITY AND INTERNET OF THINGS
    2022
    A. Štilić, M. Nicić, A. NJeguš, GLOBAL DISTRIBUTION SYSTEMS VERSUS NEW DISTRIBUTION CAPABILITY AND INTERNET OF THINGS, The European Journal of Applied Economics, Vol. 19, No. 1, pp. 81 - 97, Apr, 2022
    Otvori
  • Challenges and usage of cryptocurrencies in tourism
    2022
    M. Zrnić, A. NJeguš, И. Брдар, J. Košutić, Challenges and usage of cryptocurrencies in tourism, Turističko poslovanje, No. 29, pp. 1 - 16, 2022
    Otvori
  • PRIMENA VIŠEKRITERIJUMSKE METODE EDAS U RANGIRANJU KANDIDATA ZA RAD U TURISTIČKOJ PRIVREDI I UVOĐENJE KOREKTIVNOG KORAKA
    2019
    A. Štilić, M. Nicić, B. Zimonjić, A. NJeguš, PRIMENA VIŠEKRITERIJUMSKE METODE EDAS U RANGIRANJU KANDIDATA ZA RAD U TURISTIČKOJ PRIVREDI I UVOĐENJE KOREKTIVNOG KORAKA, Turističko poslovanje, Vol. 6, No. 23, pp. 61 - 75, Jun, 2019
    Otvori
  • Going Deeper in Hidden Sadness Recognition Using Spontaneous Database
    2019
    J. Gorbova, М. Чоловић, М. Марјановић-Јаковљевић, A. NJeguš, G. Anbarjafari, Going Deeper in Hidden Sadness Recognition Using Spontaneous Database, MULTIMEDIA TOOLS AND APPLICATIONS, Vol. 78, No. 16, pp. 23161 - 23178, 2019
    Otvori
  • Audio-Visual Emotion Recognition in Video Clips
    2017
    F. Noroozi, М. Марјановић-Јаковљевић, A. NJeguš, S. Escalera, G. Anbarjafari, Audio-Visual Emotion Recognition in Video Clips, IEEE Transactions on Affective Computing , Vol. PP, No. 1949-3045, pp. 1 - 16, Jun, 2017
    Otvori
  • Automatic Hidden Sadness Detection Using Micro-Expressions (Proceedings Paper)
    2017
    J. Grobova, М. Чоловић, M. Marjanović-Jakovljević, А. Његуш, H. Demirel, A. Gholamreza, Automatic Hidden Sadness Detection Using Micro-Expressions (Proceedings Paper), 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017) - Proceedings Paper - M 23), pp. 828 - 832, 2017
    Otvori
  • A Study of Language and Classifier-independentFeature Analysis for Vocal Emotion Recognition
    2017
    F. Noroozi, М. Марјановић-Јаковљевић, A. NJeguš, S. Escalera, G. Anbarjafari, A Study of Language and Classifier-independentFeature Analysis for Vocal Emotion Recognition, https://arxiv.org/abs/1811.08935, pp. 1 - 20, 2017
    Otvori
  • Stochastic gradient descent analysis for the evaluation of a speaker recognition
    2016
    A. Nasef, М. Марјановић-Јаковљевић, A. NJeguš, Stochastic gradient descent analysis for the evaluation of a speaker recognition, ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, Vol. 90, No. 2, pp. 389 - 397, Dec, 2016
    Otvori
  • Fusion of Classifier Predictions for Audio-Visual Emotion Recognition (Proceedings Paper)
    2016
    M. Marjanović-Jakovljević, А. Његуш, F. Noroozi, S. Escalera, A. Gholamreza, Fusion of Classifier Predictions for Audio-Visual Emotion Recognition (Proceedings Paper), (m23) 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), (2016), vol. br. , str. 61-66, pp. 61 - 66, 2016
    Otvori
  • Comparative analysis of Facebook and communication activities of the mountain hotels in Stara planina, Kopaonik and Zlatibor
    2015
    R. Živković, A. NJeguš, M. Zlatanović, J. Gajić, I. Brdar, Comparative analysis of Facebook and communication activities of the mountain hotels in Stara planina, Kopaonik and Zlatibor, The European Journal of Applied Economics, Vol. 12, No. 1, pp. 26 - 36, Apr, 2015
    Otvori
  • Establishment of the security risks taxonomy in cloud computing environment, Metalurgia Internationa, VOL. XVIII (2013), NO. 12, Vol. XVIII, No. 12, pp. 75-79
    2013
    Gojko Grubor, Angelina NJeguš, Dušan Regodić, Establishment of the security risks taxonomy in cloud computing environment, Metalurgia Internationa, VOL. XVIII (2013), NO. 12, Vol. XVIII, No. 12, pp. 75-79, METALURGIA INTERNATIONAL VOL. XVIII (2013), NO. 12, Vol. XVIII, No. 12, pp. 75 - 79, Nov, 2013
  • THE USE OF ETHICAL HACKING IN ACTIVE FORENSIC INVESTIGATION
    2013
    I. Franc, G. Grubor, A. NJeguš, THE USE OF ETHICAL HACKING IN ACTIVE FORENSIC INVESTIGATION, Metalurgia International, Vol. XVIII, No. 8, pp. 265 - 269, Aug, 2013
    Otvori
  • Service oriented framework for System Interoperability Modeling
    2012
    A. NJeguš, S. Popovic, M. Vulic, D. Djokic, D. Mazinjanin, Service oriented framework for System Interoperability Modeling, Metalurgia International, Vol. 17, No. 12, pp. 73 - 80, Jan, 2012
  • Using Scrum in Master Data Management Development Projects
    2012
    A. NJeguš, G. Milanov, Using Scrum in Master Data Management Development Projects, Journal of Emerging Trends in Computing and Information Sciences, Vol. 3, No. 11, pp. 1446 - 1452, Jan, 2012
    Otvori
  • Analysis of Return on Investment in Different Types of Agile Software Development Project Teams
    2012
    A. NJeguš, G. Milanov, Analysis of Return on Investment in Different Types of Agile Software Development Project Teams, Informatica Economica Journal, Vol. 16, No. 4, pp. 7 - 18, Jan, 2012
    Otvori
  • Informatička znanja i veštine kao resurs ekonomskog rasta i konkurentnosti
    2011
    M. Živić, J. Gavrilović, A. NJeguš, Informatička znanja i veštine kao resurs ekonomskog rasta i konkurentnosti, Singidunum revija, Vol. 8, No. 1, pp. 153 - 162, Mar, 2011
  • Sistem univerzalnog upravljanja master podacima
    2011
    A. NJeguš, G. Milanov, Sistem univerzalnog upravljanja master podacima, Singidunum revija, Vol. 8, No. 2, pp. 87 - 96, Jan, 2011
    Otvori
  • Bezbednosni problemi distribuiranog Internet računarstva
    2011
    A. NJeguš, G. Grubor, Bezbednosni problemi distribuiranog Internet računarstva, Singidunum revija, Vol. VIII, No. 1, pp. 117 - 131, Jan, 2011
    Otvori
  • VIRTUAL MACHINE INTROSPECTION IN DIGITAL FORENSICS
    2010
    G. Grubor, A. NJeguš, VIRTUAL MACHINE INTROSPECTION IN DIGITAL FORENSICS, Singidunum revija, Vol. 7, No. 1, pp. 79 - 92, Jan, 2010
    Otvori
  • IMPORTANCE OF BUSINESS INTELLIGENCE IN TOURISM
    2009
    A. NJeguš, IMPORTANCE OF BUSINESS INTELLIGENCE IN TOURISM, Singidunum revija, Vol. 5, No. 2, pp. 129 - 137, Jan, 2009
    Otvori
  • ADVANTAGE OF PROCESS MODEL IN ENGINEERING MANAGEMENT
    2008
    A. NJeguš, G. Grubor, ADVANTAGE OF PROCESS MODEL IN ENGINEERING MANAGEMENT, Singidunum revija, Vol. 5, No. 1, pp. 182 - 194, Jan, 2008
    Otvori
  • SERVICE-ORIENTED ARCHITECTURE AND GRID COMPUTING
    2008
    A. NJeguš, G. Grubor, SERVICE-ORIENTED ARCHITECTURE AND GRID COMPUTING, Singidunum revija, Vol. 5, No. 1, pp. 102 - 115, Jan, 2008
    Otvori
Radovi na konferencijama
  • MULTI-AGENT AI FOR ADAPTIVE TREASURY AND CAPITAL OPTIMIZATION
    2025
    FINIZ 2025 - The Importance of Business Agility in the Modern Business Environment
    M. Mihajlović, A. NJeguš, MULTI-AGENT AI FOR ADAPTIVE TREASURY AND CAPITAL OPTIMIZATION, Book of Proceedings Singidunum University International Scientfic Conference FINIZ 2025, pp. 78 - 87, Dec, 2025
    Otvori
  • CONSUMER PERCEPTIONS OF AI-GENERATED CONTENT VERSUS HUMAN CREATIVITY IN TOURISM MARKETING
    2025
    SITCON 2024 - TOURISM TRANSFORMED: RETHINKING STRATEGIES FOR MODERN TOURISM
    M. Milovanović, A. NJeguš, CONSUMER PERCEPTIONS OF AI-GENERATED CONTENT VERSUS HUMAN CREATIVITY IN TOURISM MARKETING, Proc. of Singidunum Tourism Conference SITCON 2024, pp. 117 - 124, Oct, 2025
    Otvori
  • ENHANCING TOURIST EXPERIENCE AND ENGAGEMENT THROUGH AI-DRIVEN REAL-TIME OBJECT DETECTION AND INTERACTIVE MOBILE APPLICATION
    2025
    SITCON 2024 - TOURISM TRANSFORMED: RETHINKING STRATEGIES FOR MODERN TOURISM
    M. Mihajlović, A. NJeguš, ENHANCING TOURIST EXPERIENCE AND ENGAGEMENT THROUGH AI-DRIVEN REAL-TIME OBJECT DETECTION AND INTERACTIVE MOBILE APPLICATION, Proc. of Singidunum Tourism Conference SITCON 2025, pp. 71 - 80, Oct, 2025
    Otvori
  • Intelligent Software Systems for Multi-Tenant Cloud Environments: Challenges and Solutions
    2025
    Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science
    V. Pakević, A. NJeguš, Intelligent Software Systems for Multi-Tenant Cloud Environments: Challenges and Solutions, Proceedings of Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, pp. 48 - 54, May, 2025
    Otvori
  • Enhancing Retrieval - Augmented Generation with Graph-Based Retrieval and Generative Modeling
    2025
    SINTEZA 2025 INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGY, COMPUTER SCIENCE, AND DATA SCIENCE
    D. Vujić, A. NJeguš, Н. Бачанин Џакула, Enhancing Retrieval - Augmented Generation with Graph-Based Retrieval and Generative Modeling, Book of Proceedings of Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, pp. 3 - 9, May, 2025
    Otvori
  • Optimizing Machine Learning for Malicious Blockchain Node Detection Using Modified Metaheuristic
    2025
    2025 1st International Conference on AIML-Applications for Engineering & Technology (ICAET)
    N. Bacanin, M. Vicentijevic, L. Jovanovic, A. Njegus, B. Radomirovic, M. Zivkovic, Optimizing Machine Learning for Malicious Blockchain Node Detection Using Modified Metaheuristic, 2025 1st International Conference on AIML-Applications for Engineering & Technology (ICAET), IEEE, Pune, India, pp. 1 - 6, Jan, 2025
    Otvori
  • Extreme Learning Machine Optimization for Employee Satisfaction With Modified Metaheuristic
    2024
    2024 International Conference on Expert Clouds and Applications (ICOECA)
    T. Abdulla, L. Jovanovic, B. Radomirovic, A. Njegus, M. Zivkovic, N. Bacanin, Extreme Learning Machine Optimization for Employee Satisfaction With Modified Metaheuristic, 2024 International Conference on Expert Clouds and Applications (ICOECA), IEEE, Bengaluru, India, pp. 732 - 738, Apr, 2024
    Otvori
  • Application of Agile Management in the Hotel Business in Serbia
    2023
    VIII International Scientific Conference in the field of Tourism and Hospitality SITCON 2023
    K. Sredojević, A. NJeguš, Application of Agile Management in the Hotel Business in Serbia, Proc. of VIII International Scientific Conference in the field of Tourism and Hospitality SITCON 2023, pp. 01 - 10, Oct, 2023
  • Solar Flare Classification using Modified Metaheuristic Optimized XGBoost
    2023
    25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)
    B. Radomirovic, L. Jovanovic, C. Stoean, M. Zivkovic, A. Njegus, N. Bacanin, Solar Flare Classification using Modified Metaheuristic Optimized XGBoost, 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Nancy, France, pp. 287 - 292, Sep, 2023
    Otvori
  • Evolving Deep Neural Network Architectures by Sine Cosine Algorithm for Healthcare 4.0
    2023
    2023 IEEE International Conference on Contemporary Computing and Communications (InC4)
    S. Golubovic, L. Jovanovic, B. Radomirovic, A. Njegus, M. Zivkovic, N. Bacanin, Evolving Deep Neural Network Architectures by Sine Cosine Algorithm for Healthcare 4.0, 2023 IEEE International Conference on Contemporary Computing and Communications (InC4), Bangalore, India, pp. 1 - 6, Apr, 2023
    Otvori
  • University students' experiences and attitudes toward online learning during the pandemic COVID-19
    2022
    International Scientific Conference Sinteza 2022
    I. Savić, A. NJeguš, S. Alčaković, University students' experiences and attitudes toward online learning during the pandemic COVID-19, Apr, 2022
  • Uticaj sistema veštačke inteligencije na turizam i hotelijerstvo
    2021
    XIII naučno-stručna konferencija sa međunarodnim učešćem HOTELSКA КUĆA 2021
    A. NJeguš, Uticaj sistema veštačke inteligencije na turizam i hotelijerstvo, Zbornik radova XIII naučno-stručna konferencija sa međunarodnim učešćem HOTELSКA КUĆA 2021, pp. 271 - 281, Dec, 2021
    Otvori
  • Primena dizajnerskog razmišljanja u poboljšanju iskustva zaposlenih
    2021
    XIII naučno-stručna konferencija sa međunarodnim učešćem HOTELSКA КUĆA 2021
    T. Ćormarković, A. NJeguš, Primena dizajnerskog razmišljanja u poboljšanju iskustva zaposlenih, Zbornik radova XIII naučno-stručne konferencije sa međunarodnim učešćem HOTELSКA КUĆA 2021 "HOTELSKA INDUSTRIJA I TURIZAM U POSTKOVID PERIODU – NOVA NORMALNOST", pp. 251 - 259, Dec, 2021
    Otvori
  • Slučajevi upotrebe blokčejn tehnologije u turizmu
    2021
    XIII naučno-stručna konferencija sa međunarodnim učešćem HOTELSКA КUĆA 2021
    A. NJeguš, Slučajevi upotrebe blokčejn tehnologije u turizmu, Zbornik radova XIII naučno-stručne konferencije sa međunarodnim učešćem HOTELSКA КUĆA 2021 "HOTELSKA INDUSTRIJA I TURIZAM U POSTKOVID PERIODU – NOVA NORMALNOST", pp. 152 - 167, Dec, 2021
    Otvori
  • CONVERSATIONAL SURVEY CHATBOT: USER EXPERIENCE AND PERCEPTION
    2021
    SINTEZA 2021
    I. Đuka, A. NJeguš, CONVERSATIONAL SURVEY CHATBOT: USER EXPERIENCE AND PERCEPTION, Proc. of INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGY AND DATA RELATED RESEARCH, pp. 322 - 327, Jun, 2021
    Otvori
  • Opportunities and challenges of applying Blockchain technology at airports
    2021
    EMAN 2021
    M. Stojanović, N. Radović, A. NJeguš, Opportunities and challenges of applying Blockchain technology at airports, Mar, 2021
  • Google Translate Accuracy Evaluation
    2020
    International Scientific Conference on Information Technology and Data Related Research - Sinteza 2020
    D. Lunić, N. Stanišić, A. Njeguš, I. Đerić, Google Translate Accuracy Evaluation, Proc. of International Scientific Conference on Information Technology and Data Related Research - Sinteza 2020, pp. 80 - 85, Oct, 2020
    Otvori
  • Anomalies Detection in the Application Logs Using Kohonen SOM Machine Learning Algorithm
    2020
    International Scientific Conference on Information Technology and Data Related Research - Sinteza 2020
    V. Marković, A. NJeguš, М. Марјановић-Јаковљевић, Anomalies Detection in the Application Logs Using Kohonen SOM Machine Learning Algorithm, Proc. of International Scientific Conference on Information Technology and Data related research, pp. 275 - 282, Oct, 2020
    Otvori
  • Possibilities of sustainable airport business
    2020
    Singidunum International Tourism Conference - SITCON 2020
    M. Stojanović, N.Radović, A. Njeguš, Possibilities of sustainable airport business, Proc. of Singidunum International Tourism Conference "Tourism and Sustainable Development - Challenges, Opportunities, and Contradictions", 2020
  • Sistemi preporuke zasnovani na algoritmima mašinskog učenja u ugostiteljstvu
    2019
    XII Međunarodna naučno-stručna konferencija "Hotelska kuća" - Poslovno odlučivanje na savremenom turisitčkom i hotelskom tržištu
    V. Marković, A. NJeguš, Sistemi preporuke zasnovani na algoritmima mašinskog učenja u ugostiteljstvu, Zbornik radova XII Međunarodne naučno-stručne konferencije "Hotelska kuća": Poslovno odlučivanje na savremenom turisitčkom i hotelskom tržištu, pp. 223 - 236, Dec, 2019
  • Primena višekriterijumske analize kod posredovanja pri zapošljavanju studenata u turističkoj privredi
    2019
    XII Međunarodna naučno-stručna konferencija "Hotelska kuća" - Poslovno odlučivanje na savremenom turisitčkom i hotelskom tržištu
    A. Štilić, A. NJeguš, Primena višekriterijumske analize kod posredovanja pri zapošljavanju studenata u turističkoj privredi, Zbornik radova XII Međunarodne naučno-stručne konferencije "Hotelska kuća" - Poslovno odlučivanje na savremenom turističkom i hotelskom tržištu, pp. 117 - 129, Dec, 2019
  • Benefits of Artificial Intelligence and Machine Learning in Marketing
    2019
    International Scientific Conference on Information Technology and Data Related Research - Sinteza 2019
    K. Kaličanin, M. Čolović, A. NJeguš, V. Mitić, Benefits of Artificial Intelligence and Machine Learning in Marketing, Zbornik radova sa međunarodne naučne konferencije Sinteza 2019, pp. 472 - 477, Apr, 2019
    Otvori
  • Primena metoda višekriterijumske analize u odabiru kandidata za rad u turističkoj privredi
    2019
    International Scientific Conference on Information Technology and Data Related Research - SINTEZA 2019
    A. Štilić, A. NJeguš, Primena metoda višekriterijumske analize u odabiru kandidata za rad u turističkoj privredi, Proc. of International Scientific Conference on Information Technology and Data Related Research, pp. 505 - 510, Apr, 2019
    Otvori
  • The impact of developmental crises, the sense of meaning in life and identity expansion on cultural tourist behavior
    2018
    Singidunum International Tourism Conference "Culture, Heritage, and Tourism Development"
    М. Čolović, N.Radović, A. NJeguš, The impact of developmental crises, the sense of meaning in life and identity expansion on cultural tourist behavior, Proc. of Singidunum International Tourism Conference "Culture, heritage and tourism development" - SITCON 2018, pp. 135 - 141, Oct, 2018
    Otvori
  • Uticaj aerodromskih tehnoloških rešenja na zadovoljstvo putnika: Aerodrom "Nikola Tesla"
    2018
    International Scientific Conference on Information Technology and Data Related Research - Sinteza 2018
    J. Vukelić, A. NJeguš, R. Živković, M. Čolović, Uticaj aerodromskih tehnoloških rešenja na zadovoljstvo putnika: Aerodrom "Nikola Tesla", Proc. of International Scientific Conference on Information Technology and Data Related Research - Sinteza 2018, pp. 103 - 109, Apr, 2018
    Otvori
  • Uticaj internet distributivnih kanala na promociju i prodaju usluga u hotelijerstvu
    2017
    XI međunarodna naučno stručna konferencija "Inovacije u hotelijerstvu i turizmu", Hotelska kuća 2017
    M. Naumović, Р. Живковић, A. NJeguš, Uticaj internet distributivnih kanala na promociju i prodaju usluga u hotelijerstvu, Zbornik radova XI-te međunarodne naučno-stručne konferencije "Inovacije u hotelijerstvu i turizmu" - Hotelska kuća 2017., pp. 103 - 113, Nov, 2017
  • Primena vizuelne analitike u turizmu: Customer Insight
    2017
    XI međunarodna naučno stručna konferencija "Inovacije u hotelijerstvu i turizmu", HORES 2017
    V. Marković, G. Milanov, A. NJeguš, Primena vizuelne analitike u turizmu: Customer Insight, Zbornik radova XI-te međunarodne naučno-stručne konferencije "Inovacije u hotelijerstvu i turizmu", pp. 15 - 25, Nov, 2017
  • Analysis of the Religious Tourist Sentiments
    2017
    Singidunum International Tourism Conference - 2017: Religious Tourism and the Contemporary Tourism Market
    A. NJeguš, В. Јовановић, Analysis of the Religious Tourist Sentiments, Proceedings of Singidunum International Tourism Conference - 2017: Religious Tourism and the Contemporary Tourism Market, pp. 1 - 6, Jun, 2017
    Otvori
  • Automatic Hidden Sadness Detection Using micro-expressions
    2017
    12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017)
    J. Gorbova, M. Čolović, М. Марјановић-Јаковљевић, А. Његуш, H. Demirel, G. Anbarjafari, Automatic Hidden Sadness Detection Using micro-expressions, Proceedings from the 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017), Washington, DC., pp. 828 - 832, May, 2017
    Otvori
  • Optimization of the speaker recognition in noisy environments using a stochastic gradient descent
    2017
    International Scientific Conference on Information Technology and Data Related Research SINTEZA 2017
    A. Nasef, М. Марјановић-Јаковљевић, A. NJeguš, Optimization of the speaker recognition in noisy environments using a stochastic gradient descent, Proceedings of International Scientific Conference on Information Technology and Data Related Research, pp. 369 - 373, Apr, 2017
    Otvori
  • Effective diagnosis of heart disease presence using Artificial Neural Networks
    2017
    International Scientific Conference on Information Technology and Data Related Research "Sinteza 2017"
    S. Cako, A. NJeguš, В. Матић, Effective diagnosis of heart disease presence using Artificial Neural Networks, Proceedings of International Scientific Conference on Information Technology and Data Related Research "Sinteza 2017", pp. 3 - 8, Apr, 2017
    Otvori
  • Fusion of Classifier Predictions for Audio-Visual Emotion Recognition
    2016
    International Conference on Pattern Recognition - ICPR 2016
    F. Noroozi, М. Марјановић-Јаковљевић, A. NJeguš, S. Escalera, G. Anbarjafari, Fusion of Classifier Predictions for Audio-Visual Emotion Recognition, Proceedings of 23rd International Conference on Pattern Recognition (ICPR), pp. 61 - 66, Dec, 2016
    Otvori
  • Information Retrieval Evaluation for Tourism related Social Media Content
    2016
    Singidunum International Tourism Conference - SITCON 2016
    A. NJeguš, В. Јовановић, М. Марјановић-Јаковљевић, Information Retrieval Evaluation for Tourism related Social Media Content, Proceedings of Singidunum International Tourism Conference - SITCON 2016, pp. 92 - 100, Sep, 2016
    Otvori
  • Performance Analysis of Vocal Emotion Recognition Using Selective Speech Features
    2016
    IcETRAN 2016 - 3rd International Conference on Electrical, Electronic and Computing Engineering
    A. NJeguš, М. Марјановић-Јаковљевић, G. Anbarjafari, Performance Analysis of Vocal Emotion Recognition Using Selective Speech Features, Proceedings of 3rd International Conference on Electrical, Electronic and Computing Engineering - IcETRAN 2016, pp. 1 - 5, Jun, 2016
  • CURRENT ISSUES AND COMPARATIVE ANALYSIS OF MOBILE BANKING IN SERBIA
    2016
    International Scientific Conference on ICT and E-business Related Reaserach Sinteza 2016
    L. Barjaktarović, А. Његуш, С. Ђуровић, CURRENT ISSUES AND COMPARATIVE ANALYSIS OF MOBILE BANKING IN SERBIA, The Book of Proceedings SINTEZA 2016 - International Scientific Conference on ICT and E-business Related Reaserach Sinteza 2016, pp. 453 - 459, Apr, 2016
    Otvori
  • System Issues and Requirements of Hotel Marketing Management
    2016
    SINTEZA 2016 - International Scientific Conference on ICT and e-Business Related Research
    J. Đaković, A. NJeguš, N. Milović, System Issues and Requirements of Hotel Marketing Management, Proceedings of International Scientific Conference on ICT and e-Business Related Research, pp. 533 - 537, Apr, 2016
    Otvori
  • The Effects of Hotel Website Stimuli on Customer's Cognition, Emotion and Intention: Based on Extended SOR Model
    2016
    SINTEZA 2016 - International Scientific Conference on ICT and e-Business Related Research
    A. NJeguš, Р. Живковић, L. Ilijevski, The Effects of Hotel Website Stimuli on Customer's Cognition, Emotion and Intention: Based on Extended SOR Model, Proceedings of International Scientific Conference on ICT and E-Business Related Research, pp. 492 - 496, Apr, 2016
    Otvori
  • Data-Driven Human Activity Recognition in Smart Environments
    2016
    SINTEZA 2016
    M. Marjanović-Jakovljević, А. Његуш, Data-Driven Human Activity Recognition in Smart Environments, Apr, 2016
  • Challenges and Opportunities of Big Data Analytics in the Hotel Industry
    2015
    X International Scientific Symposium "Hotelska kuća 2015"
    A. NJeguš, В. Јовановић, М. Веиновић, Challenges and Opportunities of Big Data Analytics in the Hotel Industry, Proceedings of X International Scientific Symposium organized by Association of Hoteliers and Restaurateurs (HORES), Nov, 2015
  • Naïve Bayes and Wrapper Method in Medical Diagnostic Process
    2015
    International Scientific Conference "UNITECH 2015"
    J. Novaković, A. Veljović, A. NJeguš, Naïve Bayes and Wrapper Method in Medical Diagnostic Process, Proceedings of International ScientificConference "UNITECH 2015" Gabrovo, Nov, 2015
  • Upravljanje online zajednicama u hotelijerstvu, Singidunum International Tourism Conference 2015 - SITCON
    2015
    Singidunum International Tourism Conference 2015 - SITCON
    Р. Живковић, А. Његуш, Ј. Гајић, И. Брдар, И. Мијајловић, Upravljanje online zajednicama u hotelijerstvu, Singidunum International Tourism Conference 2015 - SITCON, Sep, 2015
  • Optimal Data Mining Method Selection for Small-sized Hotels
    2015
    International Scientific Conference of IT and Business-Related Research - SYNTHESIS 2015
    A. NJeguš, V. Nikolić, В. Јовановић, Optimal Data Mining Method Selection for Small-sized Hotels, Proceedings of International Scientific Conference of IT and Business-Related Research - SYNTHESIS 2015, pp. 519 - 524, Apr, 2015
    Otvori
  • The impact of Web 3.0 technologies on Tourism Information Systems
    2014
    The first international conference Sinteza 2014
    N. Minić, A. NJeguš, J. Tulić-Ceballos, The impact of Web 3.0 technologies on Tourism Information Systems, pp. 781 - 787, Apr, 2014
    Otvori
  • Uticaj bezbednosti informacionih sistema na kvalitet hotelskih usluga
    2013
    HORES - IX Međunarodni naučno-stručni simpozijum
    A. NJeguš, G. Grubor, M. Veinović, Uticaj bezbednosti informacionih sistema na kvalitet hotelskih usluga, HORES-Hotelska kuća 2013, pp. 377 - 388, Nov, 2013
  • Uticaj bezbednosti informacionih sistema na kvalitet hotelskih usluga
    2013
    Naučno stručna konferencija HORES 2013, Zlatibor
    A. NJeguš, G. Grubor, M. Veinović, Uticaj bezbednosti informacionih sistema na kvalitet hotelskih usluga, Zbornik IX Međunarodni naučno-stručni simpozijum, pp. 377 - 387, Oct, 2013
  • Doprinos sistemu kvaliteta digitalnih forenzičkih servisa u cloud computing okruženju
    2013
    Naučni skup Sinergija, Bijeljina
    G. Grubor, A. NJeguš, Doprinos sistemu kvaliteta digitalnih forenzičkih servisa u cloud computing okruženju, Apr, 2013
  • Web 3.0 tehnologije u procesima merdžera i akvizicija
    2013
    Naučni skup Sinergija, Bijeljina
    A. NJeguš, N. NJeguš, Web 3.0 tehnologije u procesima merdžera i akvizicija, pp. 512 - 519, Mar, 2013
    Otvori
  • Faktori kvaliteta sistema za upravljanje turističkom destinacijom
    2013
    12. međunarodni skup Sinergija 2013 „Kvalitet – put u Evropu“
    N. Minić, A. NJeguš, Faktori kvaliteta sistema za upravljanje turističkom destinacijom, 12. međunarodni skup Sinergija 2013 „Kvalitet – put u Evropu“, pp. 653 - 660, Mar, 2013
    Otvori
  • Electronic Services Availability in Bosnia and Herzegovina
    2013
    Научни скуп са међународним учешћем Синергија
    A. Prohaska, G. Grubor, N. Ristić, A. NJeguš, Electronic Services Availability in Bosnia and Herzegovina, 2013
    Otvori
  • Primena proaktivne digitalne forenzike u Cloud Computing okruženju
    2012
    Telfor
    G. Grubor, A. NJeguš, Primena proaktivne digitalne forenzike u Cloud Computing okruženju, Nov, 2012
    Otvori
  • Requirements change management according to modified Scrum process
    2012
    Telfor
    A. NJeguš, G. Milanov, Requirements change management according to modified Scrum process, Зборник радова, pp. 1685 - 1688, Nov, 2012
    Otvori
  • IMPROVING SERVICE QUALITY IN HOSPITALITY WITH INFORMATION TECHNOLOGY
    2011
    VIII međunarodni naučno stručni simpozijum - Hotelska kuća 2011.
    A. NJeguš, G. Đoković, IMPROVING SERVICE QUALITY IN HOSPITALITY WITH INFORMATION TECHNOLOGY, Zbornik naučnih i stručnih radova, VIII međunarodni naučno stručni simpozijum - Hotelska kuća 2011., pp. 117 - 131, Dec, 2011
  • Qualitative comparison of agile and iterative software development methodologies
    2011
    Telfor
    A. NJeguš, G. Milanov, Qualitative comparison of agile and iterative software development methodologies, Telecommunications Forum (TELFOR), 2011 19th, pp. 1269 - 1272, Nov, 2011
    Otvori
  • Poslovanje elektronske uprave u cloud computing okruženju
    2011
    Naučni skup Sinergija, Bijeljina
    A. NJeguš, G. Grubor, Poslovanje elektronske uprave u cloud computing okruženju, Zbornik radova, pp. 87 - 100, Apr, 2011
    Otvori
  • Glavni faktori uticaja virtuelizacije tipa I na forenzičku istragu
    2011
    Научни скуп са међународним учешћем Синергија
    G. Grubor, A. NJeguš, N. Ivaniš, Glavni faktori uticaja virtuelizacije tipa I na forenzičku istragu, 2011
    Otvori
  • Funkcionalno-bezbedonosni aspekti veb 2.0 i veb 3.0
    2010
    Научни скуп са међународним учешћем Синергија
    G. Grubor, A. NJeguš, Funkcionalno-bezbedonosni aspekti veb 2.0 i veb 3.0, 2010
    Otvori
  • Paradigma zaštite distribuiranog računarstva
    2010
    Научни скуп са међународним учешћем Синергија
    G. Grubor, A. NJeguš, N. Ristić, Paradigma zaštite distribuiranog računarstva, 2010
    Otvori
  • UTICAJ RAZVOJA WEB SERVISNO-ZASNOVANIH APLIKACIJA NA METODOLOGIJU RAZVOJA SOFTVERA
    2009
    Научни скуп са међународним учешћем Синергија 2009
    A. NJeguš, G. Grubor, UTICAJ RAZVOJA WEB SERVISNO-ZASNOVANIH APLIKACIJA NA METODOLOGIJU RAZVOJA SOFTVERA, Zbornik radova, Научни скуп са међународним учешћем Синергија 2009., pp. 114 - 118, 2009
    Otvori
  • Zaštita web servisa
    2009
    Научни скуп са међународним учешћем, Синергија 2009
    A. NJeguš, G. Grubor, Zaštita web servisa, Zbornik radova, Научни скуп са међународним учешћем Синергија 2009., pp. 110 - 113, 2009
    Otvori
  • Grid-enabled service-oriented architecture
    2008
    XXXV Simpozijum o operacionim istraživanjima, SYM-OP-IS 2008
    A. NJeguš, Grid-enabled service-oriented architecture, Zbornik radova XXXV Simpozijum o operacionim istraživanjima, SYM-OP-IS 2008, Oct, 2008
    Otvori
  • Потпуни животни циклус пројекта развоја апликација пословне интелигенције
    2007
    XXXIV Symposium on Operational Research SYM-OP-IS 2007
    A. NJeguš, J. Novakovic, Потпуни животни циклус пројекта развоја апликација пословне интелигенције, Zbornik radova XXXIV међународног симпозијума о операционим истраживањима SYM-OP-IS 2007, pp. 139 - 142, Sep, 2007
  • Enterprise Business Intelligence
    2007
    8th Balcan Conference on Operation Research - BALCOR
    A. NJeguš, Enterprise Business Intelligence, Proc. of 8th Balcan Conference on Operation Research - BALCOR, Sep, 2007
  • Projektovanje poslovne inteligencije
    2007
    XI Internacionalni simpozijum iz projektnog menadžmenta, YUPMA 2007 "Projektno upravljanje organizacijama - novi pristupi"
    A. NJeguš, J. Novakovic, Projektovanje poslovne inteligencije, Zbornik radova, XI Internacionalni simpozijum iz projektnog menadžmenta, YUPMA 2007 "Projektno upravljanje organizacijama - novi pristupi", pp. 225 - 229, Jun, 2007
    Otvori
  • Web mining
    2007
    VI South East Europe Forum for Information and Communication Technologies - SEFICT
    A. NJeguš, J. Novakovic, Н. Бачанин Џакула, Web mining, Proceedings of the VI Southeast Europe Forum ICT (SEFICT), pp. 123 - 128, Jun, 2007
  • Concepts and Models of CIM
    2002
    Међународни симпозијум SymOrg 2002 - Менаџмент у новом окружењу
    A. NJeguš, O. Ilić, Concepts and Models of CIM, Zbornik radova, Међународни симпозијум SymOrg 2002 - Менаџмент у новом окружењу (8 ; 2002 ; Златибор), Jun, 2002
  • Modeliranje mreže
    2000
    XXVII Simpozijum o operacionim istraživanjima, SYM-OP-IS 2000
    A. NJeguš, Modeliranje mreže, Zbornik radova, XXVII Simpozijum o operacionim istraživanjima, SYM-OP-IS 2000., pp. 165 - 168, Oct, 2000
    Otvori
Ostali radovi
  • Forecasting Energy Production at Solar Substations Using LSTM Networks Optimized by Adaptive Metaheuristics, Chapter in LNEE Lecture Notes in Electrical Engineering: ICMEET 2024: Signal Processing, Telecommunication & Embedded Systems: AI and ML Applications, Springer, volume 1430
    2025
    L. Jovanovic, M. Antonijevic, M. Zivkovic, B. Radomirovic, A. Njegus, N. Bacanin, Forecasting Energy Production at Solar Substations Using LSTM Networks Optimized by Adaptive Metaheuristics, Chapter in LNEE Lecture Notes in Electrical Engineering: ICMEET 2024: Signal Processing, Telecommunication & Embedded Systems: AI and ML Applications, Springer, volume 1430, LNEE Lecture Notes in Electrical Engineering: ICMEET 2024: Proceedings of Ninth International Conference on Microelectronics Electromagnetics and Telecommunications, volume 1430, pp. 1 - 15, Springer, Singapore, Kolkata, India, Nov, 2025
    Otvori
  • Optimizing Convolutional Networks for Plant Disease Detection Applications Using a Modified Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1430
    2025
    S. Ivanovic, L. Jovanovic, A. Njegus, M. Zivkovic, B. Radomirovic, N. Bacanin, Optimizing Convolutional Networks for Plant Disease Detection Applications Using a Modified Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: ICICC 2025: Innovative Computing and Communications, Springer, volume 1430, LNNS Lecture Notes in Networks and Systems: ICICC 2025: International Conference on Innovative Computing and Communications, volume 1430, pp. 541 - 554, Springer, Singapore, Delhi, India, Oct, 2025
    Otvori
  • Racism Detecting in Twitter Comments Using Metaheuristics Optimized Text Mining and Classification, Chapter in CCIS Communications in Computer and Information Science: ASCIS 2024: Artificial Intelligence Based Smart and Secured Applications, Springer, volume 2426
    2025
    D. Dubljanin, L. Jovanovic, N. Bacanin, P. Spalevic, B. Radomirovic, M. Zivkovic, A. Njegus, Racism Detecting in Twitter Comments Using Metaheuristics Optimized Text Mining and Classification, 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. 217 - 231, Springer, Cham, Rajkot, India, Apr, 2025
    Otvori
  • Natural Language Processing and AdaBoost Optimized by Modified Metaheuristic for Online Harassment Detection, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 16
    2024
    L. Jovanovic, N. Bacanin, B. Radomirovic, M. Zivkovic, A. Njegus, M. Antonijevic, Natural Language Processing and AdaBoost Optimized by Modified Metaheuristic for Online Harassment Detection, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 16, ISEM Information Systems Engineering and Management: ICIACS 2024: proceedings of the International Conference on Innovations and Advances in Cognitive Systems, volume 16, pp. 446 - 463, Springer, Cham, Kangayam, Tamil Nadu, India, Sep, 2024
    Otvori
  • Hybrid Model Optimization With Modified Metaheuristics for Parkinson’s Disease Detection
    2024
    V. Markovic, A. Njegus, L. Jovanovic, T. Zivkovic, D. Jovanovic, D. Mladenovic, Hybrid Model Optimization With Modified Metaheuristics for Parkinson’s Disease Detection, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 102 - 120, Atlantis Press, Muscat, Oman, Aug, 2024
    Otvori
  • Employee reviews sentiment classification using BERT encoding and AdaBoost classifier tuned by modified PSO algorithm
    2024
    V. Markovic, A. Njegus, D. Bulaja, T. Zivkovic, M. Zivkovic, J. P. Mani, N. Bacanin, Employee reviews sentiment classification using BERT encoding and AdaBoost classifier tuned by modified PSO algorithm, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 22 - 37, Atlantis Press, Muscat, Oman, Aug, 2024
    Otvori
  • Efficient spam email classification logistic regression model trained by modified social network search algorithm
    2024
    B. Radomirovic, A. Petrovic, M. Zivkovic, A. Njegus, N. Budimirovic, N. Bacanin, Efficient spam email classification logistic regression model trained by modified social network search algorithm, Chapter in Advanced Studies in Complex Systems, Computational Intelligence and Blockchain in Complex Systems, pp. 39 - 55, Elsevier, Apr, 2024
    Otvori