117,1415

Miloš Antonijević

mantonijevic|mmnkk|singidunum.ac.rs

Miloš Antonijević je rođen 17.04.1982. u Jagodini, Srbija.


Obrazovanje:

  • Doktorske studije
    Fakultet za Informatiku i računarstvo, Univerzitet Singidunum,
    Napredni sistemi zaštite, 2016-2020
  • Master studije
    Fakultet organizacionih nauka,
    Elektronsko poslovanje, 2012-2014
  • Visoka škola
    Pravoslavni bogoslovski fakultet,
    2002-2007
  • Srednja škola
    Gimnazija Svetozar Marković, Jagodina,
    prirodno-matematički smer, 1997-2001

Radovi u časopisima:

  • L. Jovanovic, M. Antonijevic, M. Zivkovic, M. Dobrojevic, M. Salb, I. Strumberger, N. Bacanin, Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting, ADVANCES IN COMPUTERS, pp. 1 - 40, Feb, 2024
  • A. Cuk, T. Bezdan, L. Jovanovic, M. Antonijevic, M. Stankovic, V. Simic, M. Zivkovic, N. Bacanin, Tuning attention based long-short term memory neural networks for Parkinson’s disease detection using modified metaheuristics, Scientific Reports, Vol. 14, No. 4309, pp. 1 - 12, Feb, 2024
  • R. Damaševičius, L. Jovanovic, A. Petrovic, M. Zivkovic, N. Bacanin, D. Jovanovic, M. Antonijevic, Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation, PeerJ Computer Science, No. 10:e1795, pp. 1 - 44, Jan, 2024
  • M. Salb, L. Jovanovic, N. Bacanin, M. Antonijevic, M. Zivkovic, N. Budimirovic, L. Abualigah, Enhancing Internet of Things Network Security Using Hybrid CNN and XGBoost Model Tuned via Modified Reptile Search Algorithm, Applied Sciences, Vol. 13, No. 23:12687, pp. 1 - 20, Nov, 2023
  • D. Pilcevic, M. Djuric Jovicic, M. Antonijevic, N. Bacanin, L. Jovanovic, M. Zivkovic, M. Dragovic, P. Bisevac, Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection, Frontiers in physiology, Vol. 14, No. 1267011, Nov, 2023
  • L. Jovanovic, D. Jovanovic, M. Antonijevic, B. Nikolic, N. Bacanin, M. Zivkovic, I. Strumberger, Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning, Journal of Web Engineering, Vol. 22, No. 3, pp. 543 - 574, Jul, 2023
  • N. Bacanin, M. Zivkovic, M. Antonijevic, K. Venkatachalam, J. Lee, Y. Nam, M. Marjanovic, I. Strumberger, M. Abouhawwash, Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection, Complex & Intelligent Systems, pp. 1 - 36, Jun, 2023
  • L. Jovanovic, I. Strumberger, N. Bacanin, M. Zivkovic, M. Antonijevic, P. Bisevac, Tuned long short-term memory model for Ethereum price forecasting through an arithmetic optimization algorithm, International Journal of Hybrid Intelligent Systems, pp. 1 - 17, May, 2023
  • N. Bacanin, L. Jovanovic, M. Zivkovic, K. Venkatachalam, M. Antonijevic, M. Deveci, I. Strumberger, Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks, INFORMATION SCIENCES, No. 119122, pp. 1 - 34, May, 2023
  • S. B. Balaji, W. Paja, M. Antonijevic, C. Stoean, N. Bacanin, M. Zivkovic, IoT Integrated Edge Platform for Secure Industrial Application with Deep Learning, Human-centric Computing and Information Sciences, Vol. 13, No. 19, pp. 1 - 18, Apr, 2023
  • C. Stoean, M. Zivkovic, A. Bozovic, N. Bacanin, R. Strulak-Wójcikiewicz, M. Antonijevic, R. Stoean, Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation, Axioms, Vol. 12, No. 3, 266, pp. 1 - 33, Mar, 2023
  • L. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, B. Jovanovic, M. Bogicevic Sretenovic, I. Strumberger, Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0, Expert Systems, No. e13293, pp. 1 - 33, Mar, 2023
  • M. Zivkovic, N. Bacanin, M. Antonijevic, B. Nikolic, G. Kvascev, M. Marjanovic, N. Savanovic, Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images, ELECTRONICS, Vol. 11, No. 22, 3798, pp. 1 - 30, Nov, 2022
  • N. Bacanin, M. Zivkovic, C. Stoean, M. Antonijevic, S. Janicijevic, M. Sarac, I. Strumberger, Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering, Mathematics, Vol. 10, No. 22, pp. 1 - 32, Nov, 2022
  • L. Jovanovic, D. Jovanovic, N. Bacanin, A. Jovancai Stakic, M. Antonijevic, H. Magd, R. Thirumalaisamy, M. Zivkovic, Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator, Sustainability, Vol. 14, No. 21, pp. 1 - 29, Nov, 2022
  • M. Bukumira, M. Antonijevic, D. Jovanovic, M. Zivkovic, D. Mladenovic, G. Kunjadic, Carrot grading system using computer vision feature parameter with cascaded graph convolution neural network, JOURNAL OF ELECTRONIC IMAGING, Vol. 31, No. 6, pp. 1 - 15, Jul, 2022
  • M. Antonijevic, I. Stumberger, S. Lazarevic, N. Bacanin, Dj. Mladenovic, D. Jovanovic, Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments, JOURNAL OF ELECTRONIC IMAGING, Vol. 31, No. 6, pp. 1 - 13, Jun, 2022
  • D. Jovanovic, M. Antonijevic, M. Stankovic, M. Zivkovic, M. Tanaskovic, N. Bacanin, Tuning Machine Learning Models Using a Group Search Firefly Algorithm for Credit Card Fraud Detection, Mathematics, Vol. 10, No. 13, pp. 1 - 30, Jun, 2022
  • N. Bacanin, C. Stoean, M. Zivkovic, D. Jovanovic, M. Antonijevic, D. Mladenovic, Multi-Swarm Algorithm for Extreme Learning Machine Optimization, SENSORS, Vol. 22, No. 11, pp. 1 - 34, May, 2022
  • N. Bacanin, M. Antonijevic, T. Bezdan, M. Zivkovic, K. Venkatachalam, S. Malebary, Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes, Cluster Computing, pp. 1 - 12, May, 2022
  • N. Budimirovic, E. Prabhu, M. Antonijevic, M. Zivkovic, N. Bacanin, I. Strumberger, K. Venkatachalam, COVID-19 Severity Prediction Using Enhanced Whale with Salp Swarm Feature Classification, CMC-Computers, Materials & Continua, Vol. 72, No. 1, pp. 1685 - 1698, Feb, 2022
  • S. Prakash, M. Vinoth Kumar, R. Saravana Ram, M. Zivkovic, N. Bacanin, M. Antonijevic, Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 41, No. 2, pp. 735 - 749, 2022
  • K. Umapathi, V. Vanitha, L. Anbarasu, M. Zivkovic, N. Bacanin, M. Antonijevic, Predictive data regression technique based carbon nanotube biosensor for efficient patient health monitoring system, Journal of Ambient Intelligence and Humanized Computing, pp. 1 - 8, Mar, 2021
  • M. Antonijevic, M. Zivkovic, S. Arsic, A. Jevremovic, Using AI-Based Classification Techniques to Process EEG Data Collected during the Visual Short-Term Memory Assessment, Journal of Sensors, Vol. 2020, pp. 1 - 12, Mar, 2020
  • M. Antonijević, G. Šimić, A. Jevremović, M. Veinović, S. Arsić, The Potential for the Use of EEG Data in Electronic Assessments, Serbian Journal of Electrical Engineering, Vol. 15, No. 3, pp. 339 - 351, Oct, 2018

Radovi na konferencijama:

  • L. 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, 2023
  • L. 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, 2023
  • L. Jovanovic, N. Bacanin, M. Zivkovic, J. Mani, I. Strumberger, M. Antonijevic, Comparison of YOLO architectures for face mask detection in images, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 179 - 182, Oct, 2023
  • N. Milutinovic, S. Cabarkapa, M. Zivkovic, M. Antonijevic, D. Mladenovic, N. Bacanin, Tuning Artificial Neural Network for Healthcare 4.0. by Sine Cosine Algorithm, 2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India, pp. 510 - 513, Jan, 2023
  • M. Stankovic, N. Bacanin, M. Zivkovic, L. Jovanovic, J. P. Mani, M. Antonijevic, Forecasting Ethereum Price by Tuned Long Short-Term Memory Model, 2022 30th Telecommunications Forum (TELFOR), Beograd, pp. 1 - 4, Nov, 2022
  • M. Stankovic, M. Antonijevic, N. Bacanin, M. Zivkovic, M. Tanaskovic, D. Jovanovic, Feature Selection by Hybrid Artificial Bee Colony Algorithm for Intrusion Detection, 2022 International Conference on Edge Computing and Applications (ICECAA), IEEE, pp. 500 - 505, Oct, 2022
  • L. Jovanovic, D. Jovanovic, M. Antonijevic, M. Zivkovic, N. Budimirovic, I. Strumberger, N. Bacanin, The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection, 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Hagenberg / Linz, Austria, pp. 268 - 275, Sep, 2022
  • D. Jovanovic, M. Marjanovic, M. Antonijevic, M. Zivkovic, N. Budimirovic, N. Bacanin, Feature Selection by Improved Sand Cat Swarm Optimizer for Intrusion Detection, 2022 International Conference on Artificial Intelligence in Everything (AIE), IEEE, pp. 685 - 690, Aug, 2022
  • M. Salb, N. Bacanin, M. Zivkovic, M. Antonijevic, M. Marjanovic, I. Strumberger, Extreme learning machine tuning by original sine cosine algorithm, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 143 - 148, Jun, 2022
  • A. Petrovic, N. Bacanin, M. Zivkovic, M. Marjanovic, M. Antonijevic, I. Strumberger, The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 834 - 839, Jun, 2022
  • L. Jovanovic, M. Zivkovic, M. Antonijevic, D. Jovanovic, M. Ivanovic, H. Shaker Jassim, An emperor penguin optimizer application for medical diagnostics, 2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 191 - 196, May, 2022
  • N. Milutinović, M. Gajević, J. Krstović, A. Petrović, N. Bačanin Džakula, M. Antonijević, Performance of Arithmetic Optimization Algorithm for ELM Tuning Applied to IoT security, pp. 1 - 4, 2022
  • M. Antonijević, M. Živković, S. Arsić, A. Jevremović, The Potential Of Using EEG Data In Evaluation Of Visual Short-Term Memory Test Results, IcETRAN 2019, Jun, 2019
  • A. Jevremovic, S. Arsic, M. Antonijević, A. Ioannou, N. Garcia, Human-Computer Interaction Monitoring and Analytics Platform - Wisconsin Card Sorting Test Application, Nov, 2018
  • M. Antonijevic, G. Shimic, A. Jevremovic, M. Veinović, Potentials of using artificial intelligence and EEG data in electronic assessments, Zbornik radova, pp. 1253 - 1255, Jun, 2018
  • M. Milosavljević, S. Adamović, A. Jevremović, M. Antonijević, Secret key agreement by public discussion from EEG signals of participants, Zbornik radova, pp. 1256 - 1259, Jun, 2018

Ostali radovi:

  • A. Bozovic, L. Jovanovic, E. Desnica, N. Bacanin, M. Zivkovic, M. Antonijevic, J. P. Mani, Metaheuristic Optimized Extreme Gradient Boosting Milling Maintenance Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2023: Fourth Congress on Intelligent Systems, Springer, volume 868, LNNS Lecture Notes in Networks and Systems: CIS 2023: Fourth Congress on Intelligent Systems, volume 868, pp. 361 - 374, Springer, Singapore, Bengaluru, India, Mar, 2024
  • M. 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, 2024
  • L. Jovanovic, K. Kumpf, N. Bacanin, M. Antonijevic, J. Mani, H. Shaker Jassim, M. Zivkovic, Decomposition Aided Bidirectional Long-Short-Term Memory Optimized by Hybrid Metaheuristic Applied for Wind Power Forecasting, Chapter in CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, Springer, volume 1973, CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, volume 1973, pp. 30 - 42, Springer, Cham, Bangalore, India, Feb, 2024
  • L. Jovanovic, S. Golubovic, N. Bacanin, G. Kunjadic, M. Antonijevic, M. Zivkovic, Performance Evaluation of Metaheuristics-Tuned Deep Neural Networks for HealthCare 4.0, Chapter in CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, Springer, volume 1973, CCIS Communications in Computer and Information Science: ICCSST 2023: International Conference on Computational Sciences and Sustainable Technologies, volume 1973, pp. 1 - 14, Springer, Cham, Bangalore, India, Feb, 2024
  • S. Golubovic, A. Petrovic, A. Bozovic, M. Antonijevic, M. Zivkovic, N. Bacanin, Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, Springer, AIS Algorithms for Intelligent Systems: ICDICI 2023: International Conference on Data Intelligence and Cognitive Informatics, pp. 69 - 83, Springer, Singapore, Tirunelveli, India, Jan, 2024
  • N. Bacanin, M. Zivkovic, Z. Hajdarevic, A. Petrovic, N. Budimirovic, M. Antonijevic, I. Strumberger, Detection of BotNet Using Extreme Learning Machine Tuned by Enhanced Sine Cosine Algorithm, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, Springer, volume 1078, LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, volume 1078, pp. 125 - 137, Springer, Singapore, Noida, India, Nov, 2023
  • M. Salb, L. Jovanovic, N. Bacanin, G. Kunjadic, M. Antonijevic, M. Zivkovic, V. Devi, The Long Short-Term Memory Tuning for Multi-step Ahead Wind Energy Forecasting Using Enhanced Sine Cosine Algorithm and Variation Mode Decomposition, Chapter in AIS Algorithms for Intelligent Systems: PCCDA 2023: International Conference on Paradigms of Communication, Computing and Data Analytics, Springer, AIS Algorithms for Intelligent Systems: PCCDA 2023: Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics, pp. 31 - 43, Springer, Singapore, New Delhi, India, Oct, 2023
  • L. Jovanovic, N. Bacanin, A. Jovancai, D. Jovanovic, D. Singh, M. Antonijevic, M. Zivkovic, I. Strumberger, Oil Price Prediction Approach Using Long Short-Term Memory Network Tuned by Improved Seagull Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2022: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2022: Artificial Intelligence and Sustainable Computing, pp. 253 - 265, Springer, Singapore, Gwalior, India, Sep, 2023
  • J. Krstovic, N. Bacanin, M. Zivkovic, A. Bozovic, M. Stankovic, M. Antonijevic, T. Bezdan, Modified Artificial Bee Colony Algorithm for Tuning Simple LSTM for Multivariate Time-Series Forecasting, Chapter in AIS Algorithms for Intelligent Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, Springer, AIS Algorithms for Intelligent Systems: ICCCT 2023: International Conference on Communication and Computational Technologies, pp. 401 - 412, Springer, Singapore, Jaipur, India, Sep, 2023
  • M. Stankovic, L. Jovanovic, M. Antonijevic, A. Bozovic, N. Bacanin, M. Zivkovic, Univariate Individual Household Energy Forecasting by Tuned Long Short-Term Memory Network, Chapter in LNNS Lecture Notes in Networks and Systems: ICISC 2023: Inventive Systems and Control, Springer, volume 672, LNNS Lecture Notes in Networks and Systems: ICISC 2023: Inventive Systems and Control, volume 672, pp. 403 - 417, Springer, Singapore, Coimbatore, India, Jun, 2023
  • M. Milicevic, L. Jovanovic, N. Bacanin, M. Zivkovic, D. Jovanovic, M. Antonijevic, N. Savanovic, I. Strumberger, Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price Forecasting, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, Springer, volume 166, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, volume 166, pp. 125 - 139, Springer, Singapore, Nepal, May, 2023
  • L. Jovanovic, Z. Hajdarevic, D. Jovanovic, H. Shaker Jassim, I. Strumberger, N. Bacanin, M. Zivkovic, M. Antonijevic, Tuning Extreme Learning Machine by Hybrid Planet Optimization Algorithm for Diabetes Classification, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2022: Third Congress on Intelligent Systems, Springer, volume 613, LNNS Lecture Notes in Networks and Systems: CIS 2022: Third Congress on Intelligent Systems, volume 613, pp. 23 - 36, Springer, Singapore, Bengaluru, India, May, 2023
  • M. Stankovic, L. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, P. Bisevac, Tuned Long Short-Term Memory Model for Ethereum Price Forecasting Through an Arithmetic Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: IBICA 2022: International Conference on Innovations in Bio-Inspired Computing and Applications, Springer, volume 649, LNNS Lecture Notes in Networks and Systems: IBICA 2022: International Conference on Innovations in Bio-Inspired Computing and Applications, volume 649, pp. 327 - 337, Springer, Cham, Mar, 2023
  • L. Jovanovic, M. Djuric, M. Zivkovic, D. Jovanovic, I. Strumberger, M. Antonijevic, N. Budimirovic, N. Bacanin, Tuning XGBoost by Planet Optimization Algorithm: An Application for Diabetes Classification, Chapter in LNEE Lecture Notes in Electrical Engineering: ICCCES 2022: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems, Springer, volume 977, LNEE Lecture Notes in Electrical Engineering: ICCCES 2022: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems, volume 977, pp. 787 - 803, Springer, Singapore, Coimbatore, India, Mar, 2023
  • M. Djuric, L. Jovanovic, M. Zivkovic, N. Bacanin, M. Antonijevic, M. Sarac, The AdaBoost Approach Tuned by SNS Metaheuristics for Fraud Detection; Chapter in AIS Algorithms for Intelligent Systems: PCCDS 2022: International Conference on Paradigms of Computing, Communication and Data Sciences, Springer, AIS Algorithms for Intelligent Systems: PCCDS 2022: International Conference on Paradigms of Computing, Communication and Data Sciences, pp. 115 - 128, Springer, Singapore, Jaipur, India, Feb, 2023
  • N. Bacanin, A. Petrovic, M. Antonijevic, M. Zivkovic, M. Sarac, E. Tuba, I. Strumberger, Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 1761, CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, volume 1761, pp. 104 - 121, Springer, Cham, Sibiu, Romania, Feb, 2023
  • M. Stankovic, N. Bacanin, M. Zivkovic, D. Jovanovic, M. Antonijevic, M. Bukumira, I. Strumberger, Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 1761, CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, volume 1761, pp. 188 - 203, Springer, Cham, Sibiu, Romania, Feb, 2023
  • A. Petrovic, M. Antonijevic, I. Strumberger, L. Jovanovic, N. Savanovic, S. Janicijevic, The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 219 - 234, Atlantis Press, Springer Nature, Jan, 2023
  • A. Petrovic, M. Antonijevic, I. Stumberger, N. Savanovic, S. Janicijevic, N. Budimirovic, Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 203 - 218, Atlantis Press, Springer Nature, Jan, 2023
  • S. Berrou, K. Al Kalbani, M. Antonijevic, M. Zivkovic, N. Bacanin, B. Nikolic, Training a Logistic Regression Machine Learning Model for Spam Email Detection Using the Teaching-Learning-Based-Optimization Algorithm; Chapter in Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, Advances in Computer Science Research: ICIITB 2022: Proceedings of the 1st International Conference on Innovation in Information Technology and Business, Atlantic Press, pp. 306 - 327, Atlantic Press, Muscat, Oman, Jan, 2023
  • M. Stankovic, J. Gavrilovic, D. Jovanovic, M. Zivkovic, M. Antonijevic, N. Bacanin, M. Stankovic, Tuning Multi-Layer Perceptron by Hybridized Arithmetic Optimization Algorithm for Healthcare 4.0, Chapter in Procedia Computer Science: ICIDCA 2022: International Conference on Innovative Data Communication Technology and Application, Elsevier, volume 215, Procedia Computer Science: ICIDCA 2022: International Conference on Innovative Data Communication Technology and Application, Elsevier, volume 215, pp. 51 - 60, Elsevier, Coimbatore, India, Dec, 2022
  • L. Jovanovic, M. Antonijevic, M. Zivkovic, D. Jovanovic, M. Marjanovic, N. Bacanin, Sine Cosine Algorithm with Tangent Search for Neural Networks Dropout Regularization, Chapter in AIS Algorithms for Intelligent Systems: ICDICI 2022: Data Intelligence and Cognitive Informatics, Springer, AIS Algorithms for Intelligent Systems: ICDICI 2022: Data Intelligence and Cognitive Informatics, pp. 789 - 802, Springer, Singapore, Tirunelveli, India, Dec, 2022
  • N. Bacanin, M. Zivkovic, M. Sarac, A. Petrovic, I. Štrumberger, M. Antonijevic, A. Petrovic, K. Venkatachalam, A Novel Multiswarm Firefly Algorithm: An Application for Plant Classification, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Springer, volume 504, LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, volume 504, pp. 1007 - 1016, Springer, Cham, Izmir, Turkey, Jul, 2022
  • N. AlHosni, L. Jovanovic, M. Antonijevic, M. Bukumira, M. Zivkovic, I. Strumberger, J. P. Mani, N. Bacanin, The XGBoost Model for Network Intrusion Detection Boosted by Enhanced Sine Cosine Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICIPCN 2022: International Conference on Image Processing and Capsule Networks, Springer, volume 514, LNNS Lecture Notes in Networks and Systems: ICIPCN 2022: International Conference on Image Processing and Capsule Networks, volume 514, pp. 213 - 228, Springer, Cham, Bangkok, Thailand, Jul, 2022
  • M. Zivkovic, A. Vesic, N. Bacanin, I. Strumberger, M. Antonijevic, L. Jovanovic, An Improved Animal Migration Optimization Approach for Extreme Learning Machine Tuning, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Digital Acceleration and The New Normal, Springer, Volume 505, LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Digital Acceleration and The New Normal, Volume 505, pp. 3 - 13, Springer, Cham, Izmir, Turkey, Jul, 2022
  • N. Bacanin, M. Antonijevic, T. Bezdan, M. Zivkovic, T. A. Rashid, Wireless Sensor Networks Localization by Improved Whale Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICAIAA 2021: International Conference on Artificial Intelligence: Advances and Applications, Springer, AIS Algorithms for Intelligent Systems: ICAIAA 2021: International Conference on Artificial Intelligence: Advances and Applications, pp. 769 - 783, Springer, Singapore, Jaipur, India, Jan, 2022
  • N. Bacanin, M. Antonijevic, N. Vukobrat, T. Bezdan, M. Zivkovic, Enhanced Seagull Optimization Algorithm Adapted for Artificial Neural Network Training, Chapter in SIST Smart Innovation, Systems and Technologies: ICTIS 2021: International Conference on ICT for Intelligent Systems, Springer, volume 248, SIST Smart Innovation, Systems and Technologies: ICTIS 2021: International Conference on ICT for Intelligent Systems, volume 248, pp. 753 - 761, Springer, Singapore, Ahmedabad, India, Dec, 2021
  • N. Bacanin, A. Petrovic, M. Zivkovic, T. Bezdan, M. Antonijevic, Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics, Chapter in CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, Springer, volume 1440, CCIS Communications in Computer and Information Science: ICACDS 2021: Advances in Computing and Data Sciences, volume 1440, pp. 604 - 616, Springer, Cham, Nashik, India, Oct, 2021
  • M. Zivkovic, N. Bacanin, A. Djordjevic, M. Antonijevic, I. Strumberger, V. K, R. Tarik, Hybrid Genetic Algorithm and Machine Learning Method for COVID-19 Cases Prediction, Chapter in Lecture Notes in Networks and Systems: ICSES 2020: International Conference on Sustainable Expert Systems, Springer, LNNS, volume 176, Lecture Notes in Networks and Systems, ICSES 2020: International Conference on Sustainable Expert Systems, volume 176, pp. 169 - 184, Springer, Singapore, Nepal, Mar, 2021
  • T. 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, 2020
Univerzitet Singidunum © 2024