Tamara Živković
Univerzitet Singidunum
Biografija
Tamara Živković je rođena 28.11.1982. u Valjevu, Srbija.
Dr Tamara Živković je istraživač i univerzitetski nastavnik u oblasti softverskog inženjerstva. Doktorirala je softversko inženjerstvo na Elektrotehničkom fakultetu Univerziteta u Beogradu. Njena istraživačka interesovanja obuhvataju testiranje softvera, obezbeđenje kvaliteta softvera, veštačku inteligenciju i optimizacione tehnike. Autor je i koautor naučnih radova objavljenih u međunarodnim časopisima, zbornicima konferencija i poglavljima u knjigama kod međunarodnih izdavača. Njen rad je usmeren na teorijske i primenjene aspekte softverskog inženjerstva i veštačke inteligencije.
Google Scholar Profil: https://scholar.google.com/citations?user=C3_bX-IAAAAJ
Scopus Profil: https://www.scopus.com/authid/detail.uri?authorId=6701358907
ORCID: 0000-0003-2969-1709
Licence i sertifikati
University of Cambridge - First Certificate in English (2000)
University of Cambridge - Certificate of Advanced English (2001)
ISTQB-ISEB - Certified Tester Foundation Level (2011)
ISTQB - Certified Tester Advanced Level - Test Manager (CTAL-TM) (2015)
ISTQB - Certified Tester - Foundation Level Extension, Agile Tester (2016)
University of Alberta - Introduction to Software Product Management (2023)
University of Alberta - Software Processes and Agile Practices (2023)
University of Alberta - Reviews & Metrics for Software Improvements (2024)
University of Alberta - Client Needs and Software Requirements (2024)
University of Alberta - Agile Planning for Software Products (2024)
University of Alberta - Software Product Management Capstone (2024)
University of Alberta - Software Product Management Specialization (2024)
core agile - Certified Agile Practitioner - Product Owner (CAP-PO) (2023)
core agile - Certified Agile Practitioner - Scrum Master (CAP-SM) (2023)
Google - Foundations of Project Management (2024)
Obrazovanje
Doktorske studije
2012 – 2024
Elektrotehnički fakultet, Beograd
Softversko inženjerstvo
Master studije
2008 – 2010
Elektrotehnički fakultet, Beograd
Audio i video tehnologije
Osnovne studije
2001 – 2007
Elektrotehnički fakultet, Beograd
Telekomunikacije i informacione tehnologije
Srednja škola
1997 – 2001
Valjevska gimnazija
prirodno-matematički smer
Bibliografija
Radovi u časopisima
- Applying metaheuristic optimization for insider-threat detection using natural language processing2026T. Zivkovic, M. Zivkovic, L. Jovanovic, V. Simic, B. Radomirovic, T. Mzili, V. Zeljkovic, N. Bacanin, Applying metaheuristic optimization for insider-threat detection using natural language processing, International Journal of Data Science and Analytics, Vol. 22, No. 68, Feb, 2026Otvori
- Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search Algorithm2026S. 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, 2026Otvori
- Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease Stages2026L. 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, 2026Otvori
- Hospital Admission Classification of Cardiac Patients Utilizing Metaheuristics-Optimized Two Tier Framework2025P. Dabic, J. Petrovic, M. Zivkovic, T. Zivkovic, V. Simic, D. Pamucar, M. Dobrojevic, N. Bacanin, Hospital Admission Classification of Cardiac Patients Utilizing Metaheuristics-Optimized Two Tier Framework, International Journal of Computational Intelligence Systems, pp. 1 - 46, Dec, 2025Otvori
- Benzene Pollution Forecasting by Recurrent Neural Networks Tuned with Adapted Elk Heard Optimizer2025D. Bulaja, T. Zivkovic, M. Pavkovic, V. Zeljkovic, N. Jovic, B. Radomirovic, M. Zivkovic, N. Bacanin, Benzene Pollution Forecasting by Recurrent Neural Networks Tuned with Adapted Elk Heard Optimizer, Journal of Industrial Intelligence, Vol. 3, No. 1, pp. 251 - 261, Mar, 2025Otvori
- Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects prediction2025J. Philipose Villoth, M. Zivkovic, T. Zivkovic, M. Abdel-Salam, M. Hammad, L. Jovanovic, V. Simic, N. Bacanin, Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects prediction, NEUROCOMPUTING, Vol. 630, No. 129695, Feb, 2025Otvori
- Click Fraud Detection with Recurrent Neural Networks Optimized by Adapted Crayfish Optimization Algorithm2024L. Babic, V. Zeljkovic, L. Jovanovic, S. Ivanovic, A. Djordjevic, M. Zivkovic, T. Zivkovic, N. Bacanin, Click Fraud Detection with Recurrent Neural Networks Optimized by Adapted Crayfish Optimization Algorithm, Journal of Industrial Intelligence, Vol. 2, No. 4, pp. 230 - 238, Dec, 2024Otvori
- Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers2024D. Mladenovic, M. Antonijevic, L. Jovanovic, V. Simic, M. Zivkovic, N. Bacanin, T. Zivkovic, J. Perisic, Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers, Scientific Reports, Vol. 14, No. 25731, pp. 1 - 39, Oct, 2024Otvori
- Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting2024M. Dobrojevic, L. Jovanovic, L. Babic, M. Cajic, T. Zivkovic, M. Zivkovic, S. Muthusamy, M. Antonijevic, N. Bacanin, Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting, CMC-Computers, Materials & Continua, Vol. 80, No. 3, pp. 4997 - 5027, Sep, 2024Otvori
- Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations2023T. Zivkovic, B. Nikolic, V. Simic, D. Pamucar, N. Bacanin, Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations, Applied Soft Computing, Vol. 146, No. 110659, Oct, 2023Otvori
- Learning environments in software testing education: An overview2023T. Zivkovic, D. Draskovic, B. Nikolic, Learning environments in software testing education: An overview, Computer Applications In Engineering Education, Vol. 31, No. 6, pp. 1497 - 1521, Jun, 2023Otvori
Radovi na konferencijama
- CatBoost Optimized with Adapted Reptile Search Algorithm for Intrusion Detection Systems2025TelforD. Cvetkovic, M. Zivkovic, T. Zivkovic, N. Bacanin, S. Anetic, B. Radomirovic, CatBoost Optimized with Adapted Reptile Search Algorithm for Intrusion Detection Systems, 2025 33rd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2025Otvori
- Intrusion Detection for Smart City Security by Boosting Algorithms Optimized by Metaheuristics Algorithm20252025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS)N. Bacanin, T. Zivkovic, M. Zivkovic, V. Simic, M. Grubjesic, A. Kravtsov, Intrusion Detection for Smart City Security by Boosting Algorithms Optimized by Metaheuristics Algorithm, 2025 17th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 28 - 33, Oct, 2025Otvori
- Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization Algorithm20252025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC)V. Zeljkovic, D. Bulaja, M. Sarac, M. Pavkovic, L. Babic, M. Zivkovic, T. Zivkovic, N. Bacanin, Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization Algorithm, 2025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC), IEEE, GB Nagar, Gwalior, India, pp. 1 - 8, Jul, 2025Otvori
- The IoT Networks Intrusion Detection by CatBoost Optimized with Altered Firefly Algorithm20252025 International Conference on Circuit, Systems and Communication (ICCSC)K. Milojkovic, T. Zivkovic, M. Zivkovic, P. Spalevic, L. Jovanovic, N. Bacanin, The IoT Networks Intrusion Detection by CatBoost Optimized with Altered Firefly Algorithm, 2025 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fez, Morocco, pp. 1 - 6, Jun, 2025Otvori
- Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things Security20252025 International Conference on Circuit, Systems and Communication (ICCSC), IEEEA. Petrovic, L. Jovanovic, T. Zivkovic, V. Zeljkovic, M. Zivkovic, N. Bacanin, Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things Security, 2025 International Conference on Circuit, Systems and Communication (ICCSC), IEEE, Fez, Morocco, pp. 1 - 6, Jun, 2025Otvori
- Steam Players Count Forecasting with LSTM Tuned by Modified RSA20252025 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)M. Markovic Blagojevic, D. Kavitha, L. Jovanovic, T. Zivkovic, M. Zivkovic, N. Bacanin, Steam Players Count Forecasting with LSTM Tuned by Modified RSA, 2025 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, Novi Sad, Serbia, pp. 107 - 112, May, 2025Otvori
- Review of Metaheuristic Approaches for Boosting Model Optimization2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceM. Grubješić, M. Živković, T. Živković, N. Bačanin Džakula, Review of Metaheuristic Approaches for Boosting Model Optimization, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 200 - 205, May, 2025Otvori
- Intrusion Detection Techniques and Swarm Intelligence Cybersecurity Review2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceZ. Krsmanović, S. Tešanović, A. Petrović, M. Živković, T. Živković, Intrusion Detection Techniques and Swarm Intelligence Cybersecurity Review, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 206 - 212, May, 2025Otvori
- Ant Colony Optimization Algorithm for Frontend Resource Prioritization2025Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data ScienceD. Bulaja, K. Stojiljković, M. Živković, N. Bačanin Džakula, T. Živković, Ant Colony Optimization Algorithm for Frontend Resource Prioritization, Sinteza 2025 - International Scientific Conference on Information Technology, Computer Science, and Data Science, Belgrade, Serbia, pp. 16 - 22, May, 2025Otvori
- Optimizing Recurrent Neural Networks for Solar Energy Forecasting Using Modified Metaheuristics20252025 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, 2025Otvori
- Steam players count prediction using GRU optimized by modified PSO2024TelforL. Jovanovic, M. Zivkovic, T. Zivkovic, N. Bacanin, D. Dubljanin, S. Malisic, Steam players count prediction using GRU optimized by modified PSO, 2024 32nd Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2024Otvori
- Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm20242024 IEEE International Conference on Contemporary Computing and Communications (InC4)N. Bacanin, L. Jovanovic, M. Djordjevic, A. Petrovic, T. Zivkovic, M. Zivkovic, M. Antonijevic, Crop Yield Forecasting Based on Echo State Network Tuned by Crayfish Optimization Algorithm, 2024 IEEE International Conference on Contemporary Computing and Communications (InC4), IEEE, Bangalore, India, pp. 1 - 6, Mar, 2024Otvori
- Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization Algorithm20242024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI)N. Bacanin, A. Petrovic, L. Jovanovic, M. Zivkovic, T. Zivkovic, M. Sarac, Parkinson’s Disease Induced Gain Freezing Detection using Gated Recurrent Units Optimized by Modified Crayfish Optimization Algorithm, 2024 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), IEEE, Lalitpur, Nepal, pp. 1 - 8, Jan, 2024Otvori
- Anomaly detection in ECG using recurrent networks optimized by modified metaheuristic algorithm2023TelforL. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, A. Petrovic, T. Zivkovic, Anomaly detection in ECG using recurrent networks optimized by modified metaheuristic algorithm, 2023 31st Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2023Otvori
- Exploring the Potential of Generative Adversarial Networks for Synthetic Medical Data Generation2023TelforL. Jovanovic, A. Petrovic, T. Zivkovic, M. Antonijevic, N. Bacanin, M. Zivkovic, Exploring the Potential of Generative Adversarial Networks for Synthetic Medical Data Generation, 2023 31st Telecommunications Forum (TELFOR), IEEE, Belgrade, Serbia, pp. 1 - 4, Nov, 2023Otvori
- A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm20212021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)M. Zivkovic, C. Stoean, A. Petrovic, N. Bacanin, I. Strumberger, T. Zivkovic, A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm, 2021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), pp. 259 - 266, Dec, 2021Otvori
- Nature-Inspired Approaches in Software Testing Optimization2021Sinteza 2021M. Zivkovic, T. Zivkovic, N. Bacanin, I. Strumberger, Nature-Inspired Approaches in Software Testing Optimization, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 28 - 33, Jun, 2021
- Survey of Learning Environments for Software Testing Education2021ECBS 2021: 7th Conference on the Engineering of Computer Based SystemsT. Zivkovic, M. Zivkovic, Survey of Learning Environments for Software Testing Education, ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, Association for Computing Machinery, pp. 1 - 9, May, 2021Otvori
- Comparative Analysis of Techniques for Testing Object Oriented Programs2020IEEE ZINC 2020T. Živković, M. Živković, Comparative Analysis of Techniques for Testing Object Oriented Programs, Zooming Innovation in Consumer Technologies, IEEE ZINC 2020, May, 2020
- Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks20202020 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC)M. Zivkovic, N. Bacanin, T. Zivkovic, I. Strumberger, E. Tuba, M. Tuba, Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks, 2020 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), Novi Sad, Serbia, pp. 87 - 92, May, 2020Otvori
- Pregled primena virtuelnih okruženja u obrazovanju2019Sinteza 2019T. Živković, M. Živković, Pregled primena virtuelnih okruženja u obrazovanju, Sinteza 2019, pp. 99 - 106, Apr, 2019Otvori
- Challenges in Testing of Web Applications2018Sinteza 2018M. Živković, T. Živković, Challenges in Testing of Web Applications, Sinteza 2018, Apr, 2018
- Wireless sensor networks integration into Internet of Things2017Sinteza 2017M. Živković, T. Živković, Wireless sensor networks integration into Internet of Things, Sinteza 2017, Apr, 2017
- Testiranje mobilnih aplikacija2016SYM-OP-IST. Živković, M. Živković, Testiranje mobilnih aplikacija, SYM-OP-IS, Tara, Sep, 2016
- 3D Virtual Laboratory for Wireless Sensor Networks2013TelforT. Živković, M. Živković, K. Algaddafi, I. Branović, R. Popović, 3D Virtual Laboratory for Wireless Sensor Networks, 21. Telekomunikacioni forum TELFOR 2013, Beograd, 2013
- Pregled komercijalno raspoloživih senzorskih platformi sa aspekta potrošnje energije2012TelforM. Živković, R. Popović, T. Tanasković, Pregled komercijalno raspoloživih senzorskih platformi sa aspekta potrošnje energije, 20. Telekomunikacioni forum TELFOR 2012, Beograd, 2012
- Integracija bežičnih senzorskih mreža u cloud2012ETRANT. Tanasković, M. Živković, Integracija bežičnih senzorskih mreža u cloud, ETRAN 2012, Zlatibor, 2012
- Aplikacija za praćenje aktivnosti mobilnih telefona u mobilnim mrežama - CellDetective2011TelforT. Tanasković, M. Živković, Aplikacija za praćenje aktivnosti mobilnih telefona u mobilnim mrežama - CellDetective, 19. Telekomunikacioni forum TELFOR 2011, Beograd, 2011
- Principi sigurnosti i zaštite web aplikacija2011TelforT. Tanasković, M. Živković, Principi sigurnosti i zaštite web aplikacija, 19. Telekomunikacioni forum TELFOR 2011, Beograd, 2011
Ostali radovi
- 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 16132026M. 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, 2026Otvori
- 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 14592026L. 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, 2026Otvori
- Forecasting Energy Production at Solar Substations Utilizing Gated Recurrent Units Models Tuned by Adapted Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 4472026A. Tahmouresi, L. Jovanovic, S. Malisic, V. Simic, T. Zivkovic, M. Zivkovic, J. Gavrilovic, N. Bacanin, Forecasting Energy Production at Solar Substations Utilizing Gated Recurrent Units Models Tuned by Adapted Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447, SIST Smart Innovation, Systems and Technologies: CRM 2025: Proceedings of the Second Congress on Control, Robotics, and Mechatronics, volume 447, pp. 1 - 13, Springer, Singapore, Warangal, India, Jan, 2026Otvori
- Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 17212026D. Bulaja, B. Radomirovic, M. Tomic, V. Zeljkovic, T. Zivkovic, M. Zivkovic, L. Babic, N. Bacanin, Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 1721, LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Conference Proceedings of International Conference on Data Science and Applications, volume 1721, pp. 343 - 357, Springer, Cham, Jaipur, India, Jan, 2026Otvori
- Classification of South American Birds via Audio Analysis with Convolutional Networks Optimized by Adapted Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2025: Information Systems for Intelligent Systems, Springer, volume 17502026T. Zivkovic, M. Zivkovic, B. Radomirovic, M. Cajic, S. Adamovic, M. Stankovic, V. Zeljkovic, N. Bacanin, Classification of South American Birds via Audio Analysis with Convolutional Networks Optimized by Adapted Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ISBM 2025: Information Systems for Intelligent Systems, Springer, volume 1750, LNNS Lecture Notes in Networks and Systems: ISBM 2025: Conference Proceedings of World Conference on Information Systems for Business Management, volume 1750, pp. 169 - 181, Springer, Cham, Bangkok, Thailand, Jan, 2026Otvori
- Classifying Birds of Australia via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 15052025S. Malisic, N. Bacanin, N. Jankovic, L. Jovanovic, D. Bulaja, V. Markovic, T. Zivkovic, Classifying Birds of Australia via Audio Analysis with Convolutional Networks Optimized by Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 1505, LNNS Lecture Notes in Networks and Systems: ITAI 2025: Proceedings of International Conference on Information Technology and Artificial Intelligence, volume 1505, pp. 169 - 185, Springer, Singapore, Gurgaon, India, Oct, 2025Otvori
- The IoT System Intrusion Detection with CatBoost Tuned by Modified Chimp Optimization Algorithm, Chapter in SIST Smart Innovation, Systems and Technologies: CSCT 2024: Congress on Smart Computing Technologies, Springer, volume 1212025S. Ivanovic, M. Antonijevic, J. Perisic, L. Jovanovic, T. Zivkovic, M. Zivkovic, N. Bacanin, The IoT System Intrusion Detection with CatBoost Tuned by Modified Chimp Optimization Algorithm, Chapter in SIST Smart Innovation, Systems and Technologies: CSCT 2024: Congress on Smart Computing Technologies, Springer, volume 121, SIST Smart Innovation, Systems and Technologies: CSCT 2024: Congress on Smart Computing Technologies, volume 121, pp. 261 - 275, Springer, Singapore, Ravangla, India, Oct, 2025Otvori
- 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 14392025M. 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, 2025Otvori
- Optimizing Categorical Boosting Using Modified Metaheuristic for Review Sentiment Analysis, Chapter in SST Studies in Smart Technologies: ICIVC 2024: Intelligent Vision and Computing, Springer2025S. Kozakijevic, L. Jovanovic, S. Jovanovic, T. Zivkovic, S. Malisic, M. Zivkovic, N. Bacanin, Optimizing Categorical Boosting Using Modified Metaheuristic for Review Sentiment Analysis, Chapter in SST Studies in Smart Technologies: ICIVC 2024: Intelligent Vision and Computing, Springer, SST Studies in Smart Technologies: ICIVC 2024: Proceedings of International Conference on Intelligent Vision and Computing, pp. 15 - 29, Springer, Singapore, Agartala, India, Jul, 2025Otvori
- LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 15312025T. Zivkovic, L. Jovanovic, M. Zivkovic, M. Markovic Blagojevic, M. Tomic, A. Petrovic, N. Bacanin, LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2025: Intelligent and Fuzzy Systems, Springer, volume 1531, LNNS Lecture Notes in Networks and Systems: INFUS 2025: Proceedings of Intelligent and Fuzzy Systems 2025 Conference, volume 1531, pp. 685 - 693, Springer, Cham, Istanbul, Turkey, Jul, 2025Otvori
- Ocular Disease Diagnosis Using CNNs Optimized by Modified Variable Neighborhood Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2024: International Joint Conference on Advances in Computational Intelligence, Springer2025M. Zivkovic, M. Antonijevic, L. Jovanovic, M. Krasic, N. Bacanin, T. Zivkovic, M. Milovanovic, Ocular Disease Diagnosis Using CNNs Optimized by Modified Variable Neighborhood Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2024: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2024: Proceedings of International Joint Conference on Advances in Computational Intelligence, pp. 99 - 112, Springer, Singapore, New Delhi, India, Jun, 2025Otvori
- 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 13012025T. 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, 2025Otvori
- Optimizing Error Detection in Generated Code Using Metaheuristic Optimized Natural Language Processing, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2024: International Conference on Soft Computing and its Engineering Applications, Springer, volume 24302025S. John Villoth, J. Philipose Villoth, L. Jovanovic, J. Mani, M. Zivkovic, T. Zivkovic, N. Bacanin, M. Antonijevic, M. Milovanovic, Optimizing Error Detection in Generated Code Using Metaheuristic Optimized Natural Language Processing, Chapter in CCIS Communications in Computer and Information Science: icSoftComp 2024: International Conference on Soft Computing and its Engineering Applications, Springer, volume 2430, CCIS Communications in Computer and Information Science: icSoftComp 2024: Soft Computing and its Engineering Applications, volume 2430, pp. 239 - 253, Springer, Cham, Bangkok, Thailand, May, 2025Otvori
- Artificial Neural Networks with Soft Attention: Natural Language Processing for Phishing Email Detection Optimized with Modified Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ANTIC 2024: Advanced Network Technologies and Intelligent Computing, Springer, volume 23342025B. Lakicevic, Z. Spalevic, I. Volas, L. Jovanovic, M. Zivkovic, T. Zivkovic, N. Bacanin, Artificial Neural Networks with Soft Attention: Natural Language Processing for Phishing Email Detection Optimized with Modified Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ANTIC 2024: Advanced Network Technologies and Intelligent Computing, Springer, volume 2334, CCIS Communications in Computer and Information Science: ANTIC 2024: Proceedings of International Conference on Advanced Network Technologies and Intelligent Computing, volume 2334, pp. 421 - 438, Springer, Cham, Varanasi, India, Mar, 2025Otvori
- Adaboost Optimized by Sinh Cosh Algorithm for Prediction of Software Defects, Chapter in CCIS Communications in Computer and Information Science: ISPR 2024: Intelligent Systems and Pattern Recognition, Springer, volume 23042025S. John Villoth, J. Philipose Villoth, T. Zivkovic, M. Zivkovic, L. Jovanovic, N. Bacanin, J. Mani, Adaboost Optimized by Sinh Cosh Algorithm for Prediction of Software Defects, Chapter in CCIS Communications in Computer and Information Science: ISPR 2024: Intelligent Systems and Pattern Recognition, Springer, volume 2304, CCIS Communications in Computer and Information Science: ISPR 2024: Proceedings of International Conference on Intelligent Systems and Pattern Recognition, volume 2304, pp. 53 - 68, Springer, Cham, Istanbul, Turkey, Mar, 2025Otvori
- 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 11212024M. 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, 2024Otvori
- Software Defects Detection Using Adaboost Classifier Tuned by Elk Herd Optimizer, Chapter in AIS Algorithms for Intelligent Systems: CVR 2024: Computer Vision and Robotics, Springer2024J. Philipose Villoth, S. John Villoth, N. Bacanin, J. Mani, T. Zivkovic, M. Zivkovic, L. Jovanovic, Software Defects Detection Using Adaboost Classifier Tuned by Elk Herd Optimizer, Chapter in AIS Algorithms for Intelligent Systems: CVR 2024: Computer Vision and Robotics, Springer, AIS Algorithms for Intelligent Systems: CVR 2024: Proceedings of Computer Vision and Robotics, pp. 241 - 255, Springer, Singapore, Pune, India, Nov, 2024Otvori
- Parkinson's Disease Detection with Deep Long Short-term Memory Networks Optimized by Modified Metaheuristic Algorithm2024N. Bacanin, L. Jovanovic, M. Zivkovic, T. Zivkovic, P. Bisevac, M. Dobrojevic, M. Sarac, M. Antonijevic, Parkinson's Disease Detection with Deep Long Short-term Memory Networks Optimized by Modified Metaheuristic Algorithm, Chapter in Collective Intelligence, 1st Edition, pp. 204 - 229, CRC Press, Boca Raton, Nov, 2024Otvori
- Utilizing Generative Adversarial Networks for Medical Data Synthesis and Augmentation to Enhance Model Training, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2024: Congress on Control, Robotics, and Mechatronics, Springer, volume 4082024L. Jovanovic, M. Antonijevic, N. Bacanin, M. Zivkovic, I. Janicevic, T. Zivkovic, Utilizing Generative Adversarial Networks for Medical Data Synthesis and Augmentation to Enhance Model Training, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2024: Congress on Control, Robotics, and Mechatronics, Springer, volume 408, SIST Smart Innovation, Systems and Technologies: CRM 2024: Proceedings of the Second Congress on Control, Robotics, and Mechatronics, volume 408, pp. 85 - 98, Springer, Singapore, Warangal, India, Oct, 2024Otvori
- Hybrid Model Optimization With Modified Metaheuristics for Parkinson’s Disease Detection2024V. 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, 2024Otvori
- Employee reviews sentiment classification using BERT encoding and AdaBoost classifier tuned by modified PSO algorithm2024V. 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, 2024Otvori
- Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 10892024M. Zivkovic, A. Petrovic, M. Sarac, L. Jovanovic, M. Antonijevic, T. Zivkovic, N. Bacanin, Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 1089, LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference, volume 1089, pp. 741 - 749, Springer, Cham, Canakkale, Turkey, Aug, 2024Otvori
- 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 42024M. 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, 2024Otvori
- Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer2024L. Babic, L. Jovanovic, A. Petrovic, M. Zivkovic, T. Zivkovic, N. Bacanin, Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, 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. 337 - 352, Springer, Singapore, Dehradun, India, May, 2024Otvori
- The eXtreme Gradient Boosting Method Optimized by Hybridized Sine Cosine Metaheuristics for Ship Vessel Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 8912024M. Bukumira, M. Zivkovic, M. Antonijevic, L. Jovanovic, N. Bacanin, T. Zivkovic, The eXtreme Gradient Boosting Method Optimized by Hybridized Sine Cosine Metaheuristics for Ship Vessel Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 891, LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, volume 891, pp. 255 - 270, Springer, Singapore, BITS Pilani, K K Birla Goa Campus, Goa, India, Feb, 2024Otvori
- Enhanced Dragonfly Algorithm Adapted for Wireless Sensor Network Lifetime Optimization, Chapter in Data Intelligence and Cognitive Informatics: ICDICI 2020, Springer2021M. Zivkovic, T. Zivkovic, K. Venkatachalam, N. Bacanin, Enhanced Dragonfly Algorithm Adapted for Wireless Sensor Network Lifetime Optimization, Chapter in Data Intelligence and Cognitive Informatics: ICDICI 2020, Springer, Algorithms for Intelligent Systems, Data Intelligence and Cognitive Informatics: ICDICI 2020, International Conference on Data Intelligence and Cognitive Informatics, pp. 803 - 817, Springer, Singapore, Tirunelveli, India, Jan, 2021Otvori
- Enhanced Flower Pollination Algorithm for Task Scheduling in Cloud Computing Environment, Chapter in Lecture Notes in Networks and Systems, Machine Learning for Predictive Analysis: ICTIS 2020, Information and Communication Technology for Intelligent Systems, Springer, LNNS, volume 1412020T. Bezdan, M. Zivkovic, M. Antonijevic, T. Zivkovic, N. Bacanin, Enhanced Flower Pollination Algorithm for Task Scheduling in Cloud Computing Environment, Chapter in Lecture Notes in Networks and Systems, Machine Learning for Predictive Analysis: ICTIS 2020, Information and Communication Technology for Intelligent Systems, Springer, LNNS, volume 141, Machine Learning for Predictive Analysis: Lecture Notes in Networks and Systems, ICTIS 2020: International Conference on Information and Communication Technology for Intelligent Systems, volume 141, pp. 163-171, Springer, Singapore, Ahmedabad. India, Oct, 2020Otvori