Miodrag Zivkovic

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 57

Top Topics

Intrusion Detection

Equivalence Class

Top Venues

PeerJ Comput. Sci.

Comput. Syst. Sci. Eng.

Publications

Vule Mizdrakovic, Maja Kljajic, Miodrag Zivkovic, Nebojsa Bacanin, Luka Jovanovic, Muhammet Deveci, Witold Pedrycz
Forecasting bitcoin: Decomposition aided long short-term memory based time series modeling and its explanation with Shapley values. Knowl. Based Syst. 299 (2024)
Luka Jovanovic, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Bojan Jovanovic, Marija Bogicevic-Sretenovic, Ivana Strumberger
Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Marijana Pavlov-Kagadejev, Luka Jovanovic, Nebojsa Bacanin, Muhammet Deveci, Miodrag Zivkovic, Milan Tuba, Ivana Strumberger, Witold Pedrycz
Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting. Artif. Intell. Rev. 57 (3) (2024)
Luka Jovanovic, Nebojsa Bacanin, Vladimir Simic, Joseph Mani, Miodrag Zivkovic, Marko Sarac
Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics. Soft Comput. 28 (7) (2024)
Luka Jovanovic, Robertas Damasevicius, Rade Matic, Milos Kabiljo, Vladimir Simic, Goran Kunjadic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Bacanin
Detecting Parkinson's disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics. PeerJ Comput. Sci. 10 (2024)
Marko Stankovic, Luka Jovanovic, Aleksandra Bozovic, Nebojsa Budimirovic, Miodrag Zivkovic, Nebojsa Bacanin
Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation identification. Int. J. Hybrid Intell. Syst. 20 (2) (2024)
Luka Jovanovic, Nebojsa Bacanin, Vladimir Simic, Dragan Pamucar, Miodrag Zivkovic
Audio analysis speeding detection techniques based on metaheuristic-optimized machine learning models. Eng. Appl. Artif. Intell. 133 (2024)
Mihailo Todorovic, Nemanja Stanisic, Miodrag Zivkovic, Nebojsa Bacanin, Vladimir Simic, Erfan Babaee Tirkolaee
Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis. Appl. Soft Comput. 149 (Part A) (2024)
Robertas Damasevicius, Luka Jovanovic, Aleksandar Petrovic, Miodrag Zivkovic, Nebojsa Bacanin, Dejan Jovanovic, Milos Antonijevic
Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation. PeerJ Comput. Sci. 10 (2024)
Nebojsa Bacanin, Luka Jovanovic, Ruxandra Stoean, Catalin Stoean, Miodrag Zivkovic, Milos Antonijevic, Milos Dobrojevic
Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics. Axioms 13 (5) (2024)
Aleksandar Petrovic, Luka Jovanovic, K. Venkatachalam, Miodrag Zivkovic, Nebojsa Bacanin, Nebojsa Budimirovic
Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models. Int. J. Hybrid Intell. Syst. 20 (2) (2024)
Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Milos Dobrojevic, Vladimir Simic, Kishor Kumar Sadasivuni, Erfan Babaee Tirkolaee
Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction. Neural Comput. Appl. 36 (24) (2024)
Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Bosko Nikolic, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger
Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning. J. Web Eng. 22 (3) (2023)
Ivana Strumberger, Miodrag Zivkovic, Venkat Ram Raj Thumiki, Aleksandar Djordjevic, Jelena Gajic, Nebojsa Bacanin
Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm. ICIST (2023)
Branislav Radomirovic, Vuk Jovanovic, Bosko Nikolic, Sasa Stojanovic, K. Venkatachalam, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin, Ivana Strumberger
Text Document Clustering Approach by Improved Sine Cosine Algorithm. Inf. Technol. Control. 52 (2) (2023)
Branislav Radomirovic, Luka Jovanovic, Catalin Stoean, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin
Solar Flare Classification using Modified Metaheuristic Optimized XGBoost. SYNASC (2023)
Nebojsa Bacanin, Luka Jovanovic, Miodrag Zivkovic, Venkatachalam Kandasamy, Milos Antonijevic, Muhammet Deveci, Ivana Strumberger
Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks. Inf. Sci. 642 (2023)
Mihailo Bjekic, Ana Lazovic, Venkatachalam K, Nebojsa Bacanin, Miodrag Zivkovic, Goran S. Kvascev, Bosko Nikolic
Wall segmentation in 2D images using convolutional neural networks. PeerJ Comput. Sci. 9 (2023)
Luka Jovanovic, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Petar Bisevac
Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm. Int. J. Hybrid Intell. Syst. 19 (1) (2023)
Marko Caric, Miodrag Zivkovic
The Number of Nonequivalent Monotone Boolean Functions of 8 Variables. IEEE Trans. Inf. Theory 69 (6) (2023)
Nebojsa Bacanin, Milos Antonijevic, Timea Bezdan, Miodrag Zivkovic, K. Venkatachalam, Sharaf Malebary
Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes. Clust. Comput. 26 (1) (2023)
Nebojsa Bacanin, K. Venkatachalam, Timea Bezdan, Miodrag Zivkovic, Mohamed Abouhawwash
A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset. Microprocess. Microsystems 98 (2023)
Catalin Stoean, Miodrag Zivkovic, Aleksandra Bozovic, Nebojsa Bacanin, Roma Strulak-Wójcikiewicz, Milos Antonijevic, Ruxandra Stoean
Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation. Axioms 12 (3) (2023)
Ana Minic, Luka Jovanovic, Nebojsa Bacanin, Catalin Stoean, Miodrag Zivkovic, Petar Spalevic, Aleksandar Petrovic, Milos Dobrojevic, Ruxandra Stoean
Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data. Sensors 23 (24) (2023)
Milos Dobrojevic, Miodrag Zivkovic, Amit Chhabra, Nor Samsiah Sani, Nebojsa Bacanin, Maifuza 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 Comput. Sci. 9 (2023)
Nebojsa Bacanin, Miodrag Zivkovic, Timea Bezdan, K. Venkatachalam, Mohamed Abouhawwash
Modified firefly algorithm for workflow scheduling in cloud-edge environment. Neural Comput. Appl. 34 (11) (2022)
Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Eva Tuba, Milan Tuba
Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm. J. Intell. Fuzzy Syst. 42 (1) (2022)
Miodrag Zivkovic, Milan Tair, Venkatachalam K, Nebojsa Bacanin, Stepán Hubálovský, Pavel Trojovský
Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification. PeerJ Comput. Sci. 8 (2022)
Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Budimirovic, Ivana Strumberger, Nebojsa Bacanin
The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection. SYNASC (2022)
Nebojsa Bacanin, Marko Sarac, Nebojsa Budimirovic, Miodrag Zivkovic, Ahmad Ali AlZubi, Ali Kashif Bashir
Smart wireless health care system using graph LSTM pollution prediction and dragonfly node localization. Sustain. Comput. Informatics Syst. 35 (2022)
Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Amit Chhabra, Muthusamy Suresh
Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification. J. Comput. Biol. 29 (6) (2022)
G. R. Sreekanth, S. Ahmed Najat Ahmed, Marko Sarac, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic
Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes. Comput. Syst. Sci. Eng. 41 (2) (2022)
Marko Sarac, Milos Mravik, Dijana Jovanovic, Ivana Strumberger, Miodrag Zivkovic, Nebojsa Bacanin
Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model. J. Electronic Imaging 32 (2) (2022)
Miodrag Zivkovic, Catalin Stoean, Amit Chhabra, Nebojsa Budimirovic, Aleksandar Petrovic, Nebojsa Bacanin
Novel Improved Salp Swarm Algorithm: An Application for Feature Selection. Sensors 22 (5) (2022)
Nebojsa Bacanin, Aleksandar Petrovic, Milos Antonijevic, Miodrag Zivkovic, Marko Sarac, Eva Tuba, Ivana Strumberger
Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm. MDIS (2022)
Marko Stankovic, Nebojsa Bacanin, Miodrag Zivkovic, Dijana Jovanovic, Milos Antonijevic, Milos Bukmira, Ivana Strumberger
Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification. MDIS (2022)
S. Prakash, M. Vinoth Kumar, Saravana Ram Ram, Miodrag Zivkovic, Nebojsa Bacanin, Milos Antonijevic
Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection. Comput. Syst. Sci. Eng. 41 (2) (2022)
R. S. Latha, Saravana Balaji B., Nebojsa Bacanin, Ivana Strumberger, Miodrag Zivkovic, Milos Kabiljo
Feature Selection Using Grey Wolf Optimization with Random Differential Grouping. Comput. Syst. Sci. Eng. 43 (1) (2022)
Nebojsa Bacanin, Catalin Stoean, Miodrag Zivkovic, Dijana Jovanovic, Milos Antonijevic, Djordje Mladenovic
Multi-Swarm Algorithm for Extreme Learning Machine Optimization. Sensors 22 (11) (2022)
R. Punithavathi, M. Kowsigan, R. Shanthakumari, Miodrag Zivkovic, Nebojsa Bacanin, Marko Sarac
Protecting Data Mobility in Cloud Networks Using Metadata Security. Comput. Syst. Sci. Eng. 42 (1) (2022)
Tamara Zivkovic, Miodrag Zivkovic
Survey of Learning Environments for Software Testing Education. ECBS (2021)
Jameer Basha, Nebojsa Bacanin, Nikola Vukobrat, Miodrag Zivkovic, K. Venkatachalam, Stepán Hubálovský, Pavel Trojovský
Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design. Sensors 21 (19) (2021)
Nebojsa Bacanin, Aleksandar Petrovic, Miodrag Zivkovic, Timea Bezdan, Milos Antonijevic
Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics. ICACDS (1) (2021)
Pavle Dakic, Miodrag Zivkovic
An overview of the challenges for developing software within the field of autonomous vehicles. ECBS (2021)
Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Miodrag Zivkovic, Ivana Strumberger, Mohamed Abouhawwash, Abeer B. Ahmed
Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm. IEEE Access 9 (2021)
Miodrag Zivkovic, Catalin Stoean, Aleksandar Petrovic, Nebojsa Bacanin, Ivana Strumberger, Tamara Zivkovic
A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm. SYNASC (2021)
Miodrag Zivkovic, Marko Caric
On the Number of Equivalence Classes of Boolean and Invertible Boolean Functions. IEEE Trans. Inf. Theory 67 (1) (2021)
Timea Bezdan, Dusan Cvetnic, Luka Gajic, Miodrag Zivkovic, Ivana Strumberger, Nebojsa Bacanin
Feature Selection by Firefly Algorithm with Improved Initialization Strategy. ECBS (2021)
Dorde Stakic, Miodrag Zivkovic, Ana Anokic
A Reduced Variable Neighborhood Search Approach to the Heterogeneous Vector Bin Packing Problem. Inf. Technol. Control. 50 (4) (2021)
Miodrag Zivkovic, Nebojsa Bacanin, Eva Tuba, Ivana Strumberger, Timea Bezdan, Milan Tuba
Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm. IWCMC (2020)
Saravana Ram Ram, M. Vinoth Kumar, Balambigai Subramanian, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger
Speech enhancement through improvised conditional generative adversarial networks. Microprocess. Microsystems 79 (2020)
Stefan Milosevic, Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Milan Tuba
Feed-Forward Neural Network Training by Hybrid Bat Algorithm. MDIS (2020)
Milos Antonijevic, Miodrag Zivkovic, Sladjana Arsic, Aleksandar Jevremovic
Using AI-Based Classification Techniques to Process EEG Data Collected during the Visual Short-Term Memory Assessment. J. Sensors 2020 (2020)
Nebojsa Bacanin, Eva Tuba, Miodrag Zivkovic, Ivana Strumberger, Milan Tuba
Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization. HIS (2019)
Ivana Strumberger, Eva Tuba, Miodrag Zivkovic, Nebojsa Bacanin, Marko Beko, Milan Tuba
Dynamic Search Tree Growth Algorithm for Global Optimization. DoCEIS (2019)
Algaddafi Khalifa Alpotte, Miodrag Zivkovic, Irina Branovic, Ranko Popovic
Multilingual virtual environment for wireless sensor networks. Comput. Appl. Eng. Educ. 25 (2) (2017)
Marko Caric, Miodrag Zivkovic
On the number of equivalence classes of invertible Boolean functions under action of permutation of variables on domain and range. CoRR (2016)
Miodrag Zivkovic, Bosko Nikolic, Jelica Protic, Ranko Popovic
A Survey and Classification of Wireless Sensor Networks Simulators Based on the Domain of Use. Ad Hoc Sens. Wirel. Networks 20 (3-4) (2014)
Irina Branovic, Ranko Popovic, Nenad Jovanovic, Roberto Giorgi, Bosko Nikolic, Miodrag Zivkovic
Integration of simulators in virtual 3D computer science classroom. EDUCON (2014)
Miodrag Zivkovic
The number of primes is finite. Math. Comput. 68 (225) (1999)