117,1015

Miodrag Živković

mzivkovic|mmnkk|singidunum.ac.rs

Miodrag Živković je rođen 30.04.1982. u Beogradu, Srbija.


Obrazovanje:

  • Doktorske studije
    Elektrotehnički fakultet, Beograd,
    Softversko inženjerstvo, 2008-2014
  • Osnovne studije
    Elektrotehnički fakultet, Beograd,
    Računarska tehnika i informatika, 2001-2007

Knjige:

  • M. Živković, Razvoj mobilnih aplikacija, Android Java programiranje, Univerzitet Singidunum, 2020
  • M. Živković, N. Bačanin Džakula, E. Tuba, Programski jezici, veb servisi i napredno Java programiranje u Spring okruženju, Univerzitet Singidunum, 2019
  • M. Živković, Testiranje softvera, Univerzitet Singidunum, 2018
  • M. Živković, R. Popović, Modelovanje i simulacija bežičnih senzorskih mreža, Autorsko izdanje, 2015

Radovi u časopisima:

  • V. Mizdrakovic, M. Kljajic, M. Zivkovic, N. Bacanin, L. Jovanovic, M. Deveci, W. Pedrycz, Forecasting bitcoin: Decomposition aided long short-term memory based time series modelling and its explanation with shapley values, KNOWLEDGE-BASED SYSTEMS, Vol. 299, No. 112026, Jun, 2024
  • A. Petrovic, L. Jovanovic, K. Venkatachalam, M. Zivkovic, N. Bacanin, N. Budimirovic, Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models, International Journal of Hybrid Intelligent Systems, pp. 1 - 25, May, 2024
  • M. Stankovic, L. Jovanovic, A. Bozovic, N. Budimirovic, M. Zivkovic, N. Bacanin, Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation identification, International Journal of Hybrid Intelligent Systems, pp. 1 - 25, May, 2024
  • L. Jovanovic, M. Zivkovic, N. Bacanin, A. Bozovic, P. Bisevac, M. Antonijevic, Metaheuristic optimized electrocardiography time-series anomaly classification with recurrent and long-short term neural networks, International Journal of Hybrid Intelligent Systems, pp. 1 - 26, May, 2024
  • A. Petrovic, N. Bacanin, L. Jovanovic, J. Cadjenovic, J. Kaljevic, M. Zivkovic, M. Antonijevic, Computer-Vision Unmanned Aerial Vehicle Detection System Using YOLOv8 Architectures, International Journal of Robotics and Automation Technology, Vol. 11, pp. 1 - 12, May, 2024
  • N. Bacanin, L. Jovanovic, R. Stoean, C. Stoean, M. Zivkovic, M. Antonijevic, M. Dobrojevic, Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics, Axioms, Vol. 13, No. 5:335, pp. 1 - 31, May, 2024
  • L. Jovanovic, R. Damaševičius, R. Matic, M. Kabiljo, V. Simic, G. Kunjadic, M. Antonijevic, M. Zivkovic, N. Bacanin, Detecting Parkinson’s disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics, PeerJ Computer Science, No. 10:e2031, pp. 1 - 52, May, 2024
  • L. Jovanovic, M. Zivkovic, N. Bacanin, M. Dobrojevic, V. Simic, K. Sadasivuni, E. Tirkolaee, Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction, NEURAL COMPUTING AND APPLICATIONS, May, 2024
  • L. Jovanovic, N. Bacanin, V. Simic, D. Pamucar, M. Zivkovic, Audio analysis speeding detection techniques based on metaheuristic-optimized machine learning models, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 133, No. 108463, Apr, 2024
  • N. Bacanin, M. Perisic, G. Jovanovic, R. Damaševičius, S. Stanisic, V. Simic, M. Zivkovic, A. Stojic, The explainable potential of coupling hybridized metaheuristics, XGBoost, and SHAP in revealing toluene behavior in the atmosphere, SCIENCE OF THE TOTAL ENVIRONMENT, No. 172195, Apr, 2024
  • 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
  • M. Pavlov-Kagadejev, L. Jovanovic, N. Bacanin, M. Deveci, M. Zivkovic, M. Tuba, I. Strumberger, W. Pedrycz, Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting, ARTIFICIAL INTELLIGENCE REVIEW, Vol. 57, No. 45, pp. 1 - 57, Feb, 2024
  • N. Bacanin, C. Stoean, D. Markovic, M. Zivkovic, T. A. Rashid, A. Chhabra, M. Sarac, Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets, MULTIMEDIA TOOLS AND APPLICATIONS, pp. 1 - 41, 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
  • L. Jovanovic, N. Bacanin, V. Simic, J. Mani, M. Zivkovic, M. Sarac, Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics, Soft Computing, pp. 1 - 20, Dec, 2023
  • A. Minic, L. Jovanovic, N. Bacanin, C. Stoean, M. Zivkovic, P. Spalevic, A. Petrovic, M. Dobrojevic, R. Stoean, Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data, SENSORS, Vol. 23, No. 24:9878, pp. 1 - 18, Dec, 2023
  • N. Bacanin, V. Simic, M. Zivkovic, M. Alrasheedi, A. Petrovic, Cloud computing load prediction by decomposition reinforced attention long short-term memory network optimized by modified particle swarm optimization algorithm, ANNALS OF OPERATIONS RESEARCH, Dec, 2023
  • 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
  • B. Predic, L. Jovanovic, V. Simic, N. Bacanin, M. Zivkovic, P. Spalevic, N. Budimirovic, M. Dobrojevic, Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization, Complex & Intelligent Systems, pp. 1 - 21, Nov, 2023
  • M. Todorovic, N. Stanisic, M. Zivkovic, N. Bacanin, V. Simic, E. B. Tirkolaee, Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis, Applied Soft Computing, No. 110955, Oct, 2023
  • M. Bjekic, A. Lazovic, K. Venkatachalam, N. Bacanin, M. Zivkovic, G. Kvascev, B. Nikolic, Wall segmentation in 2D images using convolutional neural networks, PeerJ Computer Science, No. 9:e1565, pp. 1 - 18, Sep, 2023
  • N. Savanović, A. Toskovic, A. Petrovic, M. Zivkovic, R. Damaševičius, L. Jovanovic, N. Bacanin, B. Nikolic, Intrusion Detection in Healthcare 4.0 Internet of Things Systems via Metaheuristics Optimized Machine Learning, Sustainability, Vol. 15, No. 16:12563, pp. 1 - 29, Aug, 2023
  • A. Petrovic, R. Damaševičius, L. Jovanovic, A. Toskovic, V. Simic, N. Bacanin, M. Zivkovic, P. Spalevic, Marine Vessel Classification and Multivariate Trajectories Forecasting Using Metaheuristics-Optimized eXtreme Gradient Boosting and Recurrent Neural Networks, Applied Sciences, Vol. 13, No. 16:9181, pp. 1 - 28, Aug, 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
  • 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
  • M. Dobrojevic, M. Zivkovic, A. Chhabra, N. S. Sani, N. Bacanin, M. Mohd Amin, Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach, PeerJ Computer Science, No. 9:e1405, pp. 1 - 47, Jun, 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
  • G. Jovanovic, M. Perisic, N. Bacanin, M. Zivkovic, S. Stanisic, I. Strumberger, F. Alimpic, A. Stojic, Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate, Toxics, Vol. 11, No. 4, 394, pp. 1 - 25, Apr, 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
  • N. Bacanin, N. Budimirovic, K. Venkatachalam, H. Shaker Jassim, M. Zivkovic, S.S. Askar, M. Abouhawwash, Quasi-reflection Learning Arithmetic Optimization Algorithm Firefly Search for Feature Selection, Heliyon, Vol. 9, No. e15378, pp. 1 - 14, Apr, 2023
  • N. Bacanin, K. Venkatachalam, T. Bezdan, M. Zivkovic, M. Abouhawwash, A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset, MICROPROCESSORS AND MICROSYSTEMS, Vol. 98, No. 104778, pp. 1 - 21, Apr, 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
  • 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
  • N. Bacanin, C. Stoean, M. Zivkovic, M. Rakic, R. Strulak-Wójcikiewicz, R. Stoean, On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load Forecasting, Energies, Vol. 16, No. 3, 1434, pp. 1 - 21, Feb, 2023
  • L. Jovanovic, G. Jovanovic, M. Perisic, F. Alimpic, S. Stanisic, N. Bacanin, M. Zivkovic, A. Stojic, The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental Fate, Atmosphere, Vol. 14, No. 1, 109, pp. 1 - 27, Jan, 2023
  • 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. Sarac, M. Mravik, D. Jovanovic, I. Strumberger, M. Zivkovic, N. Bacanin, Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model, JOURNAL OF ELECTRONIC IMAGING, Vol. 32, No. 2, 021406, pp. 1 - 10, Nov, 2022
  • 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
  • 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
  • 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
  • M. Zivkovic, M. Tair, K. Venkatachalam, N. Bacanin, S. Hubálovský, P. Trojovský, Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification, PeerJ Computer Science, No. 8:e956, pp. 1 - 38, Apr, 2022
  • T. Bezdan, M. Zivkovic, N. Bacanin, A. Chhabra, M. Suresh, Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification, JOURNAL OF COMPUTATIONAL BIOLOGY, pp. 1 - 15, Apr, 2022
  • N. Bacanin, M. Zivkovic, F. Al-Turjman, K. Venkatachalam, P. Trojovský, I. Strumberger, T. Bezdan, Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application, Scientific Reports, Vol. 12, No. 6302, pp. 1 - 20, Apr, 2022
  • R. S. Latha, B. Saravana Balaji, N. Bacanin, I. Strumberger, M. Zivkovic, M. Kabiljo, Feature Selection Using Grey Wolf Optimization with Random Differential Grouping, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 43, No. 1, pp. 317 - 332, Mar, 2022
  • N. Bacanin, M. Sarac, N. Budimirovic, M. Zivkovic, A. AlZubi, A. Bashir, SMART WIRELESS HEALTH CARE SYSTEM USING GRAPH LSTM POLLUTION PREDICTION AND DRAGONFLY NODE LOCALIZATION, Sustainable Computing: Informatics and Systems, pp. 1 - 8, Mar, 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
  • M. Zivkovic, C. Stoean, A. Chhabra, N. Budimirovic, A. Petrovic, N. Bacanin, Novel Improved Salp Swarm Algorithm: An Application for Feature Selection, SENSORS, Vol. 22, No. 5, pp. 1 - 25, Feb, 2022
  • N. Bacanin, M. Zivkovic, T. Bezdan, K. Venkatachalam, M. Abouhawwash, Modified firefly algorithm for workflow scheduling in cloud-edge environment, NEURAL COMPUTING AND APPLICATIONS, pp. 1 - 26, Feb, 2022
  • M. Tair, N. Bacanin, M. Zivkovic, K. Venkatachalam, A Chaotic Oppositional Whale Optimisation Algorithm with Firefly Search for Medical Diagnostics, CMC-Computers, Materials & Continua, Vol. 72, No. 1, pp. 959 - 982, Jan, 2022
  • T. Bezdan, M. Zivkovic, N. Bacanin, I. Strumberger, E. Tuba, M. Tuba, Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm, JOURNAL OF INTELLIGENT AND FUZZY SYSTEMS, Vol. 42, No. 1, pp. 411 - 423, 2022
  • R. Punithavathi, M. Kowsigan, R. Shanthakumari, M. Zivkovic, N. Bacanin, M. Sarac, Protecting Data Mobility in Cloud Networks Using Metadata Security, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 42, No. 1, pp. 105 - 120, 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
  • G. R. Sreekanth, S. Ahmed Najat Ahmed, M. Sarac, I. Strumberger, N. Bacanin, M. Zivkovic, Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 41, No. 2, pp. 751 - 765, 2022
  • N. Bacanin, K. Alhazmi, M. Zivkovic, K. Venkatachalam, T. Bezdan, J. Nebhen, Training Multi-Layer Perceptron with Enhanced Brain Storm Optimization Metaheuristics, CMC-Computers, Materials & Continua, Vol. 70, No. 2, pp. 4199 - 4215, 2022
  • N. Bacanin, T. Bezdan, K. Venkatachalam, M. Zivkovic, I. Strumberger, M. Abouhawwash, A. Ahmed, Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm, IEEE Access, pp. 1 - 24, Dec, 2021
  • N. Bacanin, R. Stoean, M. Zivkovic, A. Petrovic, T. A. Rashid, T. Bezdan, Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization, Mathematics, Vol. 9, No. 21, pp. 1 - 33, Oct, 2021
  • J. Basha, N. Bacanin, N. Vukobrat, M. Zivkovic, K. Venkatachalam, S. Hubálovský, P. Trojovský, Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design, SENSORS, Vol. 21, No. 19, pp. 1 - 33, Oct, 2021
  • R. Matic, M. Kabiljo, M. Zivkovic, M. Cabarkapa, Extensible Chatbot Architecture Using Metamodels of Natural Language Understanding, ELECTRONICS, Vol. 10, No. 18, pp. 1 - 23, Sep, 2021
  • T. Bezdan, C. Stoean, A. Al Naamany, N. Bacanin, T. A. Rashid, M. Zivkovic, K. Venkatachalam, Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering, Mathematics, Vol. 9, No. 16, pp. 1 - 19, Aug, 2021
  • 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. Zivkovic, N. Bacanin, K. Venkatachalam, A. Nayyar, A. Djordjevic, I. Strumberger, F. Al-Turjman, COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach, Sustainable Cities and Society, Vol. 66, No. 102669, pp. 0 - 0, Mar, 2021
  • S. Subramanian, R. Mohan, S.K. Shanmugam, N. Bacanin, M. Zivkovic, I. Strumberger, Speed control and quantum vibration reduction of Brushless DC Motor using FPGA based Dynamic Power Containment Technique, Journal of Ambient Intelligence and Humanized Computing, pp. 1 - 15, Feb, 2021
  • R. Saravana Ram, M. V. Kumar, B. Subramanian, N. Bacanin, M. Zivkovic, I. Strumberger, Speech enhancement through improvised conditional generative adversarial networks, MICROPROCESSORS AND MICROSYSTEMS, Vol. 79, pp. 0 - 0, Nov, 2020
  • 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. Kabiljo, M. Vidas-Bubanja, R. Matic, M. Zivkovic, EDUCATION SYSTEM IN THE REPUBLIC OF SERBIA UNDER COVID-19 CONDITIONS: CHATBOT- ACADIMIC DIGITAL ASSISTANT OF THE BELGRADE BUSINESS AND ARTS ACADEMY OF APPLIED STUDIES, Knowledge International Journal, Vol. 43, No. 1, pp. 25 - 30, 2020
  • R. Matić, M. Kabiljo, M. Janjić, M. Živković, M. Čabarkapa, Četbot – Digitalni asistent zasnovan na Weaver platformi, INFO M, No. 70, pp. 20 - 25, 2019
  • K. Algaddafi, M. Živković, I. Branović, R. Popović, Multilingual Virtual Environment for Wireless Sensor Networks, COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, Vol. 25, No. 2, pp. 200 - 213, Mar, 2017
  • M. Živković, B. Nikolić, R. Popović, eWISENS – Educational Wireless Sensor Network Simulator, INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, Vol. 30, No. 2, pp. 1 - 12, 2014
  • M. Živković, B. Nikolić, J. Protić, R. Popović, A Survey and Classification of Wireless Sensor Networks Simulators Based on the Domain of Use, Ad Hoc & Sensor Wireless Networks, Vol. 20, pp. 245 - 287, 2014

Radovi na konferencijama:

  • A. Bozovic, L. Jovanovic, E. Desnica, L. Radovanovic, M. Zivkovic, N. Bacanin, Direct Current Motor Malfunction Detection Through Metaheuristic Optimized Audio Analysis and Classification, 2024 International Conference on Inventive Computation Technologies (ICICT), IEEE, Lalitpur, Nepal, pp. 1471 - 1478, Jun, 2024
  • 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, 2024
  • 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
  • M. Zivkovic, L. Jovanovic, M. Pavlov, N. Bacanin, M. Dobrojevic, M. Salb, Optimized recurrent neural networks with attention for wind farm energy generation forecasting, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 187 - 190, Oct, 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. Bacanin, L. Jovanovic, M. Zivkovic, M. Salb, A. Elsadai, M. Sarac, Decomposition aided cloud load forecasting with optimized long-short term memory networks, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 191 - 194, Oct, 2023
  • M. Todorovic, A. Petrovic, A. Toskovic, M. Zivkovic, L. Jovanovic, N. Bacanin, Multivariate Bitcoin price prediction based on LSTM tuned by hybrid reptile search algorithm, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 195 - 198, Oct, 2023
  • L. Jovanovic, M. Zivkovic, N. Budimirovic, A. Petrovic, I. Strumberger, N. Bacanin, Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 183 - 186, Oct, 2023
  • 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
  • A. Jovanovic, T. Dogandzic, M. Dobrojevic, M. Sarac, N. Bacanin, M. Zivkovic, Gold Prices Forecasting Using Recurrent Neural Network with Attention Tuned by Metaheuristics, 2023 IEEE World Conference on Applied Intelligence and Computing (AIC), Sonbhadra, India, pp. 345 - 350, Jul, 2023
  • 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
  • M. Stankovic, N. Bacanin, N. Budimirovic, M. Zivkovic, M. Sarac, I. Strumberger, Bi-Directional Long Short-Term Memory Optimization by Improved Teaching-Learning Based Algorithm for Univariate Gold Price Forecasting, 2023 IEEE International Conference on Inventive Computation Technologies (ICICT), Lalitpur, Nepal, pp. 1650 - 1657, Apr, 2023
  • L. Jovanovic, M. Kljajic, V. Mizdrakovic, V. Marevic, M. Zivkovic, N. Bacanin, Predicting Credit Card Churn: Application of XGBoost Tuned by Modified Sine Cosine Algorithm, 3rd International Conference on Smart Data Intelligence (ICSMDI), Trichy, India, pp. 55 - 62, Mar, 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. Zivkovic, N. Bacanin, A. Rakic, J. Arandjelovic, S. Stanojlovic, K. Venkatachalam, Chaotic Binary Ant Lion Optimizer Approach for Feature Selection on Medical Datasets with COVID-19 Case Study, 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), Trichy, India, pp. 581 - 588, 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
  • L. Jovanović, B. Al Barwani, E. Al Maani, M. Živković, N. Bačanin Džakula, Arithmetic Optimization Algorithm for Spam Detection, Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research, pp. 406 - 413, 2022
  • M. Milovanović, A. Petrović, H. Shaker Jassim, I. Štrumberger, M. Živković, Plant Classification Using Firefly Algorithm and Support Vector Machine, Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research, pp. 443 - 448, 2022
  • 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, 2021
  • I. Strumberger, A. Rakic, S. Stanojlovic, J. Arandjelovic, T. Bezdan, M. Zivkovic, N. Bacanin, Feature Selection by Hybrid Binary Ant Lion Optimizer with COVID-19 dataset, 29th Telecommunications Forum (TELFOR) 2021, Beograd, pp. 1 - 4, Nov, 2021
  • P. Sesartić, M. Živković, Cracking Complexity in Material Design, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 301 - 307, Jun, 2021
  • V. Radović, N. Bačanin Džakula, M. Živković, Challenges in Wireless Sensor Networks - Overview, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 308 - 314, Jun, 2021
  • M. Salb, A. El-sadai, M. Živković, N. Bačanin Džakula, Cryptocurrency Forecasting Using Optimized Support Vector Machine with Sine Cosine Metaheuristics Algorithm, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 315 - 321, Jun, 2021
  • M. Savić, M. Živković, Algorithm for Sorting Non-Negative Integers, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 328 - 332, Jun, 2021
  • M. 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
  • D. Čugalj, M. Marjanović-Jakovljević, M. Živković, Prediction of Correct Readings of Car Engine Mass Air Flow Sensors, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 3 - 8, Jun, 2021
  • T. Bezdan, A. Petrovic, M. Zivkovic, I. Strumberger, V Kanchana Devi, N. Bacanin, Current Best Opposition-Based Learning Salp Swarm Algorithm for Global Numerical Optimization, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 5 - 10, May, 2021
  • A. Vesic, A. Micovic, V. Ignjatovic, S. Lakicevic, M. Colovic, M. Zivkovic, M. Marjanovic, Hidden Sadness Detection: Differences between Men and Women, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 237 - 241, May, 2021
  • T. Bezdan, S. Milosevic, K. Venkatachalam, M. Zivkovic, N. Bacanin, I. Strumberger, Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 171 - 176, May, 2021
  • T. Bezdan, D. Cvetnic, L. Gajic, M. Zivkovic, I. Strumberger, N. Bacanin, Feature Selection by Firefly Algorithm with Improved Initialization Strategy, ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, Association for Computing Machinery, pp. 1 - 8, May, 2021
  • P. Dakić, M. Živković, An overview of the challenges for developing software within the field of autonomous vehicles, ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, Association for Computing Machinery, pp. 1 - 10, May, 2021
  • T. 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, 2021
  • A. Petrović, M. Živković, N. Bačanin Džakula, Singibot - a student services chatbot, Sinteza 2020, Oct, 2020
  • L. Gajić, D. Cvetnić, T. Bezdan, M. Živković, N. Bačanin, Multi-layer perceptron training by genetic algorithms, Sinteza 2020, Oct, 2020
  • V. Toković, M. Živković, N. Savanović, Modern JavaScript 3D Visualization Frameworks: A Survey Study, IcETRAN 2020, Sep, 2020
  • V. Toković, L. Gajić, D. Cvetnić, M. Vidačić, N. Savanović, M. Živković, Meme App Generator, IcETRAN 2020, Sep, 2020
  • V. Toković, L. Gajić, D. Cvetnić, M. Vidačić, N. Savanović, M. Živković, Android Application For Promoting The Cultural Institutions Through Wi-Fi Access, IcETRAN 2020, Sep, 2020
  • J. Knežević, J. Panović, N. Savanović, M. Živković, SEO in Serbian websites, IcETRAN 2020, Sep, 2020
  • M. Živković, N. Bačanin, E. Tuba, I. Štrumberger, T. Bezdan, M. Tuba, Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm, 2020 International Wireless Communications and Mobile Computing (IWCMC), pp. 1176 - 1181, Jun, 2020
  • 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, 2020
  • H. Skačev, A. Mićović, B. Gutić, D. Dotlić, A. Vesić, V. Ignjatović, S. Lakićević, M. Marjanović-Jakovljević, M. Živković, On the Development of the Automatic Weed Detection Tool, 2020 Zooming Innovation in Consumer Technologies Conference (ZINC), pp. 123 - 126, May, 2020
  • A. Vesić, V. Ignjatović, S. Lakićević, L. Lakićević, B. Gutić, H. Skačev, D. Dotlić, A. Mićović, M. Marjanović-Jakovljević, M. Živković, Predicting Plant Water and Soil Nutrient Requirements, 2020 Zooming Innovation in Consumer Technologies Conference (ZINC), pp. 132 - 137, May, 2020
  • M. Živković, N. Bačanin, T. Živković, I. Štrumberger, E. Tuba, M. Tuba, Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks, Zooming Innovation in Consumer Technologies, IEEE ZINC 2020, May, 2020
  • T. Živković, M. Živković, Comparative Analysis of Techniques for Testing Object Oriented Programs, Zooming Innovation in Consumer Technologies, IEEE ZINC 2020, May, 2020
  • A. Vesić, S. Lakićević, V. Ignjatović, B. Gutić, A. Mićović, H. Skačev, M. Živković, EAGRO – Digitalization in Agriculture, 2019 27th Telecommunications Forum (TELFOR), Nov, 2019
  • N. Bacanin, T. Bezdan, E. Tuba, I. Strumberger, M. Tuba, M. Živković, Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer, 27th Telekomunikacioni forum TELFOR 2019, Beograd, Nov, 2019
  • 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
  • I. Strumberger, E. Tuba, M. Zivkovic, N. Bacanin, M. Beko, M. Tuba, Designing Convolutional Neural Network Architecture by the Firefly Algorithm, IEEE International Young Engineers Forum (YEF-ECE), pp. 1 - 4, May, 2019
  • A. Vesić, S. Lakićević, B. Gutić, V. Ignjatović, M. Živković, eAGRO – Web Application for Agriculture, Sinteza 2019 - International Scientific Conference on Information Technology and Data Related Research, pp. 168 - 175, Apr, 2019
  • A. Petrović, M. Živković, Integration of Artificial Intelligence with Cloud Services, Sinteza 2019, pp. 381 - 387, Apr, 2019
  • D. Jovanović, K. Krivak, M. Milić, T. Joksimović, M. Živković, Inteligentni agenti za berzu, Sinteza 2019, pp. 203 - 207, Apr, 2019
  • A. Ćuk, B. Miljković, M. Todorović, A. Ivanović, M. Živković, Application for Student Attendance Based on Face Recognition, Sinteza 2019, pp. 459 - 464, Apr, 2019
  • T. Živković, M. Živković, Pregled primena virtuelnih okruženja u obrazovanju, Sinteza 2019, pp. 99 - 106, Apr, 2019
  • M. Živković, T. Živković, Challenges in Testing of Web Applications, Sinteza 2018, Apr, 2018
  • M. Živković, T. Živković, Wireless sensor networks integration into Internet of Things, Sinteza 2017, Apr, 2017
  • M. Živković, N. Jovanović, NFC TraceCase, 24. Telekomunikacioni forum TELFOR 2016, Beograd, Nov, 2016
  • T. Živković, M. Živković, Testiranje mobilnih aplikacija, SYM-OP-IS, Tara, Sep, 2016
  • M. Živković, eWISENS – simulation of the wireless sensor networks and graph algorithms, 23. Telekomunikacioni forum TELFOR 2015, Beograd, 2015
  • I. Branović, R. Popović, N. Jovanović, R. Giorgi, B. Nikolić, M. Živković, Integration of simulators in virtual 3D computer science classroom, IEEE Global Engineering Education Conference (EDUCON), Istanbul, 2014
  • T. Živković, M. Živković, K. Algaddafi, I. Branović, R. Popović, 3D Virtual Laboratory for Wireless Sensor Networks, 21. Telekomunikacioni forum TELFOR 2013, Beograd, 2013
  • K. Algaddafi, M. Živković, I. Branović, R. Popović, Internationalized Approach to Wireless Networks Simulation, 21. Telekomunikacioni forum TELFOR 2013, Beograd, 2013
  • T. Tanasković, M. Živković, Integracija bežičnih senzorskih mreža u cloud, ETRAN 2012, Zlatibor, 2012
  • M. Živković, I. Branović, D. Marković, R. Popović, Energy Efficient Security Architecture for Wireless Sensor Networks, 20. Telekomunikacioni forum TELFOR 2012, Beograd, 2012
  • M. Živković, R. Popović, T. Tanasković, Pregled komercijalno raspoloživih senzorskih platformi sa aspekta potrošnje energije, 20. Telekomunikacioni forum TELFOR 2012, Beograd, 2012
  • T. Tanasković, M. Živković, Aplikacija za praćenje aktivnosti mobilnih telefona u mobilnim mrežama - CellDetective, 19. Telekomunikacioni forum TELFOR 2011, Beograd, 2011
  • T. Tanasković, M. Živković, Principi sigurnosti i zaštite web aplikacija, 19. Telekomunikacioni forum TELFOR 2011, Beograd, 2011

Ostali radovi:

  • M. Antonijevic, L. Jovanovic, N. Bacanin, M. Zivkovic, J. Kaljevic, T. Zivkovic, Using BERT with Modified Metaheuristic Optimized XGBoost for Phishing Email Identification, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2024: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 4, ISEM Information Systems Engineering and Management: ICAIS 2024: Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy, volume 4, pp. 358 - 370, Springer, Cham, Coimbatore, India, Jun, 2024
  • N. Bacanin, L. Jovanovic, A. Toskovic, M. Zivkovic, A. Petrovic, M. Antonijevic, Anomalous EEG Signal Time Series Classification Using Modified Metaheuristic Optimized RNN, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, Springer, volume 969, LNNS Lecture Notes in Networks and Systems: ICCIS 2023: International Conference on Communication and Intelligent Systems, volume 969, pp. 291 - 304, Springer, Singapore, Jaipur, India, Jun, 2024
  • S. Kozakijevic, L. Jovanovic, L. Babic, J. Kaljevic, M. Zivkovic, N. Bacanin, Machine Learning for Company Review Sentiment Analysis Interpretation, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer, AIS Algorithms for Intelligent Systems: ICMSLE 2024: Proceedings of International Conference on Multi-Strategy Learning Environment, pp. 647 - 659, Springer, Singapore, Dehradun, India, May, 2024
  • L. 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, 2024
  • T. Dogandzic, A. Petrovic, L. Jovanovic, N. Bacanin, A. Jovanovic, M. Zivkovic, Speeding Classification by a Deep Learning Audio Analysis System Optimized by the Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2023: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2023: Proceedings of International Joint Conference on Advances in Computational Intelligence, pp. 73 - 88, Springer, Singapore, SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India and Jahangirnagar University, Bangladesh, Apr, 2024
  • A. Toskovic, S. Kozakijevic, L. Jovanovic, M. Zivkovic, N. Bacanin, M. Antonijevic, Anomaly Detection in Electroencephalography Readings Using Long Short-Term Memory Tuned by Modified Metaheuristic, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2023: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2023: Artificial Intelligence and Sustainable Computing, pp. 133 - 148, Springer, Singapore, Gwalior, India, Apr, 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
  • A. Toskovic, A. Petrovic, L. Jovanovic, N. Bacanin, M. Zivkovic, M. Dobrojevic, Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICTSM 2023: Trends in Sustainable Computing and Machine Intelligence, pp. 51 - 66, Springer, Singapore, Bangkok, Thailand, Mar, 2024
  • M. Zivkovic, L. Jovanovic, N. Bacanin, A. Petrovic, N. Savanovic, M. Dobrojevic, XGBoost Tuned by Hybridized SCA Metaheuristics for Intrusion Detection in Healthcare 4.0 IoT Systems, Chapter in AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, Springer, AIS Algorithms for Intelligent Systems: ICEAI 2023: Evolutionary Artificial Intelligence, pp. 1 - 16, Springer, Singapore, Malaysia, Mar, 2024
  • 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
  • I. Markovic, J. Krzanovic, L. Jovanovic, A. Toskovic, N. Bacanin, A. Petrovic, M. Zivkovic, Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic Optimization, Chapter in LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, Springer, volume 893, LNNS Lecture Notes in Networks and Systems: ADCIS 2023: Advances in Data-Driven Computing and Intelligent Systems, volume 893, pp. 289 - 303, Springer, Singapore, BITS Pilani, K K Birla Goa Campus, Goa, India, Mar, 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
  • 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
  • A. Jovanovic, T. Dogandzic, L. Jovanovic, K. Kumpf, M. Zivkovic, N. Bacanin, Metaheuristic Optimized BiLSTM Univariate Time Series Forecasting of Gold Prices, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2023: International Conference on Data Science and Applications, Springer, volume 818, LNNS Lecture Notes in Networks and Systems: ICDSA 2023: International Conference on Data Science and Applications, volume 818, pp. 221 - 235, Springer, Singapore, Jaipur, India, Feb, 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
  • I. Strumberger, M. Zivkovic, V. R. R. Thumiki, A. Djordjevic, J. Gajic, N. Bacanin, Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: ICIST 2023: International Conference on Information and Software Technologies, Springer, volume 1979, CCIS Communications in Computer and Information Science: ICIST 2023: International Conference on Information and Software Technologies, volume 1979, pp. 38 - 52, Springer, Cham, Kaunas, Lithuania, Jan, 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
  • M. Stankovic, L. Jovanovic, V. Marevic, A. Balghouni, M. Zivkovic, N. Bacanin, Predicting Credit Card Churn Using Support Vector Machine Tuned by Modified Reptile Search Algorithm, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer, AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, pp. 63 - 77, Springer, Singapore, Udaipur, India, Nov, 2023
  • L. Jovanovic, M. Kljajic, A. Petrovic, V. Mizdrakovic, M. Zivkovic, N. Bacanin, Modified Teaching-Learning-Based Algorithm Tuned Long Short-Term Memory for Household Energy Consumption Forecasting, Chapter in AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, Springer, AIS Algorithms for Intelligent Systems: WCAIAA 2023: World Conference on Artificial Intelligence: Advances and Applications, pp. 347 - 362, Springer, Singapore, Udaipur, India, Nov, 2023
  • S. Petrovic, V. Mizdrakovic, M. Kljajic, L. Jovanovic, M. Zivkovic, N. Bacanin, Employing Tuned VMD-Based Long Short-Term Memory Neural Network for Household Power Consumption Forecast, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2023: Congress on Control, Robotics, and Mechatronics, Springer, volume 364, SIST Smart Innovation, Systems and Technologies: CRM 2023: Congress on Control, Robotics, and Mechatronics, volume 364, pp. 357 - 371, Springer, Singapore, Kota, India, Nov, 2023
  • M. Salb, A. El-sadai, L. Jovanovic, M. Zivkovic, N. Bacanin, N. Budimirovic, Cloud Computing Load Forecasting by Using Bidirectional Long Short-Term Memory Neural Network, Chapter in LNNS Lecture Notes in Networks and Systems: ICICNIS 2023: IoT Based Control Networks and Intelligent Systems, Springer, volume 789, LNNS Lecture Notes in Networks and Systems: ICICNIS 2023: IoT Based Control Networks and Intelligent Systems, volume 789, pp. 667 - 682, Springer, Singapore, Bengaluru, India, Nov, 2023
  • 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
  • L. Jovanovic, M. Gajevic, M. Dobrojevic, N. Budimirovic, N. Bacanin, M. Zivkovic, Tackling IoT Security Challenge by Metaheuristics Tuned Extreme Learning Machine, Chapter in LNNS Lecture Notes in Networks and Systems: ICoISS 2023: International Conference on Intelligent Sustainable Systems, Springer, volume 665, LNNS Lecture Notes in Networks and Systems: ICoISS 2023: International Conference on Intelligent Sustainable Systems, volume 665, pp. 507 - 522, Springer, Singapore, Tamil Nadu, India, Jun, 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
  • N. Bacanin, M. Zivkovic, Z. Hajdarevic, S. Janicijevic, A. Dasho, M. Marjanovic, L. Jovanovic, Performance of Sine Cosine Algorithm for ANN Tuning and Training for IoT Security, Chapter in LNNS Lecture Notes in Networks and Systems: HIS 2022: Hybrid Intelligent Systems, Springer, volume 647, LNNS Lecture Notes in Networks and Systems: HIS 2022: Hybrid Intelligent Systems, volume 647, pp. 302 - 312, Springer, Cham, May, 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, 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. 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
  • 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
  • M. Zivkovic, A. Petrovic, N. Bacanin, M. Djuric, A. Vesic, I. Strumberger, M. Marjanovic, Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, Springer, volume 552, LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, volume 552, pp. 507 - 520, Springer, Singapore, Kolkata, India, Feb, 2023
  • M. Gajevic, N. Milutinovic, J. Krstovic, L. Jovanovic, M. Zivkovic, M. Marjanovic, C. Stoean, Artificial Neural Network Tuning by Improved Sine Cosine Algorithm for HealthCare 4.0, 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. 289 - 305, Atlantic Press, Muscat, Oman, Jan, 2023
  • A. Petrovic, L. Jovanovic, M. Zivkovic, N. Bacanin, N. Budimirovic, M. Marjanovic, Forecasting Bitcoin Price by Tuned Long Short Term Memory Model, 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. 187 - 202, Atlantic Press, Muscat, Oman, 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
  • 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
  • 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
  • M. Zivkovic, N. Bacanin, J. Arandjelovic, S. Stanojlovic, A. Rakic, K. Venkatachalam, COVID-19 Fake News Detection by Improved Ant Lion Optimizer Metaheuristics, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2021: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2021: Artificial Intelligence and Sustainable Computing, pp. 469 - 484, Springer, Singapore, Gwalior, India, Nov, 2022
  • M. Salb, L. Jovanovic, M. Zivkovic, E. Tuba, A. El-sadai, N. Bacanin, Training Logistic Regression Model by Enhanced Moth Flame Optimizer for Spam Email Classification, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2022: Computer Networks and Inventive Communication Technologies, Springer, volume 141, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2022: Computer Networks and Inventive Communication Technologies, volume 141, pp. 753 - 768, Springer, Singapore, Coimbatore, India, Oct, 2022
  • M. Zivkovic, A. Petrovic, K. Venkatachalam, I. Strumberger, H. Shaker Jassim, N. Bacanin, Novel Chaotic Best Firefly Algorithm: COVID-19 Fake News Detection Application, Chapter in SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, Springer, volume 1054, SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, volume 1054, pp. 285 - 305, Springer, Cham, Oct, 2022
  • M. Zivkovic, N. Bacanin, J. Arandjelovic, I. Strumberger, K. Venkatachalam, Firefly Algorithm and Deep Neural Network Approach for Intrusion Detection, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2021: Applications of Artificial Intelligence and Machine Learning, Springer, volume 925, LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2021: Applications of Artificial Intelligence and Machine Learning, volume 925, pp. 1 - 12, Springer, Singapore, Greater Noida, India, Sep, 2022
  • M. Zivkovic, L. Jovanovic, M. Ivanovic, N. Bacanin, I. Strumberger, P. Joseph, XGBoost Hyperparameters Tuning by Fitness-Dependent Optimizer for Network Intrusion Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2021: Communication and Intelligent Systems, Springer, volume 461, LNNS Lecture Notes in Networks and Systems: ICCIS 2021: Communication and Intelligent Systems, volume 461, pp. 947 - 962, Springer, Singapore, Delhi, India, Aug, 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. 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
  • 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
  • M. Tair, N. Bacanin, M. Zivkovic, K. Venkatachalam, I. Strumberger, XGBoost Design by Multi-verse Optimiser: An Application for Network Intrusion Detection, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 126, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, volume 126, pp. 1 - 16, Springer, Singapore, Nepal, Jul, 2022
  • M. Zivkovic, A. Petrovic, N. Bacanin, S. Milosevic, V. Veljic, A. Vesic, The COVID-19 Images Classification by MobileNetV3 and Enhanced Sine Cosine Metaheuristics, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 126, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, volume 126, pp. 937 - 950, Springer, Singapore, Nepal, Jul, 2022
  • M. Zivkovic, N. Vukobrat, A. Chhabra, T. A. Rashid, K. Venkatachalam, N. Bacanin, Support Vector Machine Performance Improvements by Using Sine Cosine Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: CIS 2021: Congress on Intelligent Systems, Springer, volume 114, LNDECT Lecture Notes on Data Engineering and Communications Technologies: CIS 2021: Congress on Intelligent Systems, volume 114, pp. 791 - 803, Springer, Singapore, Bengaluru, India, Jul, 2022
  • M. Zivkovic, N. Bacanin, J. Arandjelovic, A. Rakic, I. Strumberger, P. Joseph, Novel Harris Hawks Optimization and Deep Neural Network Approach for Intrusion Detection, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2021: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2021: International Joint Conference on Advances in Computational Intelligence, pp. 239 - 250, Springer, Singapore, May, 2022
  • M. Zivkovic, L. Jovanovic, M. Ivanovic, A. Krdzic, N. Bacanin, I. Strumberger, Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 Dataset, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICECMSN 2021: Evolutionary Computing and Mobile Sustainable Networks, Springer, volume 116, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICECMSN 2021: Evolutionary Computing and Mobile Sustainable Networks, volume 116, pp. 15 - 31, Springer, Singapore, Bangalore, India, Mar, 2022
  • N. Bacanin, M. Zivkovic, L. Jovanovic, M. Ivanovic, T. A. Rashid, Training a Multilayer Perception for Modeling Stock Price Index Predictions Using Modified Whale Optimization Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICCVBIC 2021: Computational Vision and Bio-Inspired Computing, Springer, volume 1420, AISC Advances in Intelligent Systems and Computing: ICCVBIC 2021: Computational Vision and Bio-Inspired Computing, volume 1420, pp. 415 - 430, Springer, Singapore, Coimbatore, India, Mar, 2022
  • M. Salb, M. Zivkovic, N. Bacanin, A. Chhabra, M. Suresh, Support Vector Machine Performance Improvements for Cryptocurrency Value Forecasting by Enhanced Sine Cosine Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICCVR 2021: Computer Vision and Robotics, Springer, AIS Algorithms for Intelligent Systems: ICCVR 2021: Computer Vision and Robotics, pp. 527 - 536, Springer, Singapore, Lucknow, India, Mar, 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, M. Zivkovic, T. Bezdan, D. Cvetnic, L. Gajic, Dimensionality Reduction Using Hybrid Brainstorm Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2021: International Conference on Data Science and Applications, Springer, volume 287, LNNS Lecture Notes in Networks and Systems: ICDSA 2021: International Conference on Data Science and Applications, volume 287, pp. 679 - 692, Springer, Singapore, Kolkata, India, Nov, 2021
  • N. Bacanin, M. Zivkovic, M. Salb, I. Strumberger, A. Chhabra, Convolutional Neural Networks Hyperparameters Optimization Using Sine Cosine Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICSADL 2021: Sentimental Analysis and Deep Learning, Springer, volume 1408, AISC Advances in Intelligent Systems and Computing: ICSADL 2021: Sentimental Analysis and Deep Learning, volume 1408, pp. 863 - 878, Springer, Singapore, Songkhla, Thailand, Oct, 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
  • N. Bacanin, U. Arnaut, M. Zivkovic, T. Bezdan, T. A. Rashid, Energy Efficient Clustering in Wireless Sensor Networks by Opposition-Based Initialization Bat Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2021: International Conference on Computer Networks and Inventive Communication Technologies, Springer, volume 75, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCNCT 2021: International Conference on Computer Networks and Inventive Communication Technologies, volume 75, pp. 1 - 16, Springer, Singapore, Coimbatore, India, Sep, 2021
  • A. Cuk, T. Bezdan, N. Bacanin, M. Zivkovic, K. Venkatachalam, T. A. Rashid, V. Kanchana Devi, Feedforward Multi-Layer Perceptron Training by Hybridized Method between Genetic Algorithm and Artificial Bee Colony, Chapter in Data Science and Data Analytics, Chapman and Hall/CRC, Data Science and Data Analytics: Opportunities and Challenges, 1st Edition, CRC Press, pp. 279 - 292, Chapman and Hall/CRC, Boca Raton, Sep, 2021
  • N. Bacanin, A. Petrovic, M. Zivkovic, T. Bezdan, A. Chhabra, Enhanced Salp Swarm Algorithm for Feature Selection, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 307, LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, volume 307, pp. 483 - 491, Springer, Cham, Istanbul. Turkey, Aug, 2021
  • N. Bacanin, N. Vukobrat, M. Zivkovic, T. Bezdan, I. Strumberger, Improved Harris Hawks Optimization Adapted for Artificial Neural Network Training, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 308, LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, volume 308, pp. 281 - 289, Springer, Cham, Istanbul. Turkey, Aug, 2021
  • N. Bacanin, T. Bezdan, M. Zivkovic, A. Chhabra, Weight Optimization in Artificial Neural Network Training by Improved Monarch Butterfly Algorithm, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2021: Mobile Computing and Sustainable Informatics, Springer, volume 68, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2021: Mobile Computing and Sustainable Informatics, volume 68, pp. 397 - 409, Springer, Singapore, Nepal, Jul, 2021
  • M. Zivkovic, T. Bezdan, I. Strumberger, N. Bacanin, K. Venkatachalam, Improved Harris Hawks Optimization Algorithm for Workflow Scheduling Challenge in Cloud–Edge Environment, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCBI 2020: Computer Networks, Big Data and IoT, Springer, volume 66, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCBI 2020: Computer Networks, Big Data and IoT, volume 66, pp. 87 - 102, Springer, Singapore, Madurai, India, Jun, 2021
  • L. Gajic, D. Cvetnic, M. Zivkovic, T. Bezdan, N. Bacanin, S. Milosevic, Multi-layer Perceptron Training Using Hybridized Bat Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICCVBIC 2020: Computational Vision and Bio-Inspired Computing, Springer, volume 1318, AISC Advances in Intelligent Systems and Computing: ICCVBIC 2020: Computational Vision and Bio-Inspired Computing, volume 1318, pp. 689 - 705, Springer, Singapore, Coimbatore, India, Jun, 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
  • S. Milosevic, T. Bezdan, M. Zivkovic, N. Bacanin, I. Strumberger, M. Tuba, Feed-Forward Neural Network Training by Hybrid Bat Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2020: Modelling and Development of Intelligent Systems, Springer, volume 1341, CCIS Communications in Computer and Information Science: MDIS 2020: Modelling and Development of Intelligent Systems, volume 1341, pp. 52 - 66, Springer, Cham, Sibiu, Romania, Feb, 2021
  • M. 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, 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
  • T. Bezdan, M. Zivkovic, E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 1197, AISC Advances in Intelligent Systems and Computing: INFUS 2020: International Conference on Intelligent and Fuzzy Systems, volume 1197, pp. 955 - 963, Springer, Cham, Istanbul. Turkey, Jul, 2020
  • T. Bezdan, M. Zivkovic, E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 1197, AISC Advances in Intelligent Systems and Computing: INFUS 2020: International Conference on Intelligent and Fuzzy Systems, volume 1197, pp. 718 - 725, Springer, Cham, Istanbul. Turkey, Jul, 2020
  • N. Bacanin, E. Tuba, M. Zivkovic, I. Strumberger, M. Tuba, Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization, Chapter in AISC Advances in Intelligent Systems and Computing: HIS 2019: International Conference on Hybrid Intelligent Systems, Springer, volume 1179, AISC Advances in Intelligent Systems and Computing: HIS 2019: International Conference on Hybrid Intelligent Systems, volume 1179, pp. 328 - 338, Springer, Cham, Bhopal. India, Dec, 2019
  • I. Strumberger, E. Tuba, M. Zivkovic, N. Bacanin, M. Beko, M. Tuba, Dynamic Search Tree Growth Algorithm for Global Optimization, Chapter in IFIP Advances in Information and Communication Technology: DoCEIS 2019: Technological Innovation for Industry and Service Systems, Springer, volume 553, IFIP Advances in Information and Communication Technology: DoCEIS 2019: Technological Innovation for Industry and Service Systems, volume 553, pp. 143 - 153, Springer, Cham, Lisbon. Portugal, Apr, 2019
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