Miodrag Zivkovic

According to our database, Miodrag Zivkovic authored at least 49 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting.

Marijana Pavlov-Kagadejev, Luka Jovanovic, Nebojsa Bacanin, Muhammet Deveci, Miodrag Zivkovic, Milan Tuba, Ivana Strumberger, Witold Pedrycz

Artif. Intell. Rev., March, 2024

Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation.

Robertas Damasevicius, Luka Jovanovic, Aleksandar Petrovic, Miodrag Zivkovic, Nebojsa Bacanin, Dejan Jovanovic, Milos Antonijevic

PeerJ Comput. Sci., 2024

2023

Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data.

Ana Minic, Luka Jovanovic, Nebojsa Bacanin, Catalin Stoean, Miodrag Zivkovic, Petar Spalevic, Aleksandar Petrovic, Milos Dobrojevic, Ruxandra Stoean

Sensors, December, 2023

Text Document Clustering Approach by Improved Sine Cosine Algorithm.

Branislav Radomirovic, Vuk Jovanovic, Bosko Nikolic, Sasa Stojanovic, K. Venkatachalam, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin, Ivana Strumberger

Inf. Technol. Control., July, 2023

The Number of Nonequivalent Monotone Boolean Functions of 8 Variables.

Marko Caric, Miodrag Zivkovic

IEEE Trans. Inf. Theory, June, 2023

A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset.

Nebojsa Bacanin, K. Venkatachalam, Timea Bezdan, Miodrag Zivkovic, Mohamed Abouhawwash

Microprocess. Microsystems, April, 2023

Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes.

Nebojsa Bacanin, Milos Antonijevic, Timea Bezdan, Miodrag Zivkovic, K. Venkatachalam, Sharaf J. Malebary

Clust. Comput., February, 2023

Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach.

Milos Dobrojevic, Miodrag Zivkovic, Amit Chhabra, Nor Samsiah Sani, Nebojsa Bacanin, Maifuza Mohd Amin

PeerJ Comput. Sci., 2023

Wall segmentation in 2D images using convolutional neural networks.

Mihailo Bjekic, Ana Lazovic, Venkatachalam K, Nebojsa Bacanin, Miodrag Zivkovic, Goran S. Kvascev, Bosko Nikolic

PeerJ Comput. Sci., 2023

Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning.

Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Bosko Nikolic, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger

J. Web Eng., 2023

Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks.

Nebojsa Bacanin, Luka Jovanovic, Miodrag Zivkovic, Venkatachalam Kandasamy, Milos Antonijevic, Muhammet Deveci, Ivana Strumberger

Inf. Sci., 2023

Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm.

Luka Jovanovic, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Petar Bisevac

Int. J. Hybrid Intell. Syst., 2023

Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation.

Catalin Stoean, Miodrag Zivkovic, Aleksandra Bozovic, Nebojsa Bacanin, Roma Strulak-Wójcikiewicz, Milos Antonijevic, Ruxandra Stoean

Axioms, 2023

Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm.

Ivana Strumberger, Miodrag Zivkovic, Venkat Ram Raj Thumiki, Aleksandar Djordjevic, Jelena Gajic, Nebojsa Bacanin

Proceedings of the Information and Software Technologies - 29th International Conference, 2023

2022

Smart wireless health care system using graph LSTM pollution prediction and dragonfly node localization.

Nebojsa Bacanin, Marko Sarac, Nebojsa Budimirovic, Miodrag Zivkovic, Ahmad Ali AlZubi, Ali Kashif Bashir

Sustain. Comput. Informatics Syst., 2022

Novel Improved Salp Swarm Algorithm: An Application for Feature Selection.

Miodrag Zivkovic, Catalin Stoean, Amit Chhabra, Nebojsa Budimirovic, Aleksandar Petrovic, Nebojsa Bacanin

Sensors, 2022

Multi-Swarm Algorithm for Extreme Learning Machine Optimization.

Nebojsa Bacanin, Catalin Stoean, Miodrag Zivkovic, Dijana Jovanovic, Milos Antonijevic, Djordje Mladenovic

Sensors, 2022

Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification.

Miodrag Zivkovic, Milan Tair, Venkatachalam K, Nebojsa Bacanin, Stepán Hubálovský, Pavel Trojovský

PeerJ Comput. Sci., 2022

Modified firefly algorithm for workflow scheduling in cloud-edge environment.

Nebojsa Bacanin, Miodrag Zivkovic, Timea Bezdan, K. Venkatachalam, Mohamed Abouhawwash

Neural Comput. Appl., 2022

Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm.

Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Eva Tuba, Milan Tuba

J. Intell. Fuzzy Syst., 2022

Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model.

Marko Sarac, Milos Mravik, Dijana Jovanovic, Ivana Strumberger, Miodrag Zivkovic, Nebojsa Bacanin

J. Electronic Imaging, 2022

Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification.

Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Amit Chhabra, Suresh Muthusamy

J. Comput. Biol., 2022

Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes.

G. R. Sreekanth, S. Ahmed Najat Ahmed, Marko Sarac, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic

Comput. Syst. Sci. Eng., 2022

Protecting Data Mobility in Cloud Networks Using Metadata Security.

R. Punithavathi, M. Kowsigan, R. Shanthakumari, Miodrag Zivkovic, Nebojsa Bacanin, Marko Sarac

Comput. Syst. Sci. Eng., 2022

Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection.

S. Prakash, M. Vinoth Kumar, Saravana Ram Ram, Miodrag Zivkovic, Nebojsa Bacanin, Milos Antonijevic

Comput. Syst. Sci. Eng., 2022

Feature Selection Using Grey Wolf Optimization with Random Differential Grouping.

R. S. Latha, Saravana Balaji B., Nebojsa Bacanin, Ivana Strumberger, Miodrag Zivkovic, Milos Kabiljo

Comput. Syst. Sci. Eng., 2022

The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection.

Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Budimirovic, Ivana Strumberger, Nebojsa Bacanin

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification.

Marko Stankovic, Nebojsa Bacanin, Miodrag Zivkovic, Dijana Jovanovic, Milos Antonijevic, Milos Bukmira, Ivana Strumberger

Proceedings of the Modelling and Development of Intelligent Systems, 2022

Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm.

Nebojsa Bacanin, Aleksandar Petrovic, Milos Antonijevic, Miodrag Zivkovic, Marko Sarac, Eva Tuba, Ivana Strumberger

Proceedings of the Modelling and Development of Intelligent Systems, 2022

2021

On the Number of Equivalence Classes of Boolean and Invertible Boolean Functions.

Miodrag Zivkovic, Marko Caric

IEEE Trans. Inf. Theory, 2021

Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design.

Jameer Basha, Nebojsa Bacanin, Nikola Vukobrat, Miodrag Zivkovic, K. Venkatachalam, Stepán Hubálovský, Pavel Trojovský

Sensors, 2021

A Reduced Variable Neighborhood Search Approach to the Heterogeneous Vector Bin Packing Problem.

Dorde Stakic, Miodrag Zivkovic, Ana Anokic

Inf. Technol. Control., 2021

Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm.

Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Miodrag Zivkovic, Ivana Strumberger, Mohamed Abouhawwash, Abeer B. Ahmed

IEEE Access, 2021

A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm.

Miodrag Zivkovic, Catalin Stoean, Aleksandar Petrovic, Nebojsa Bacanin, Ivana Strumberger, Tamara Zivkovic

Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2021

Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics.

Nebojsa Bacanin, Aleksandar Petrovic, Miodrag Zivkovic, Timea Bezdan, Milos Antonijevic

Proceedings of the Advances in Computing and Data Sciences - 5th International Conference, 2021

Survey of Learning Environments for Software Testing Education.

Tamara Zivkovic, Miodrag Zivkovic

Proceedings of the ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, 2021

An overview of the challenges for developing software within the field of autonomous vehicles.

Pavle Dakic, Miodrag Zivkovic

Proceedings of the ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, 2021

Feature Selection by Firefly Algorithm with Improved Initialization Strategy.

Timea Bezdan, Dusan Cvetnic, Luka Gajic, Miodrag Zivkovic, Ivana Strumberger, Nebojsa Bacanin

Proceedings of the ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, 2021

2020

Speech enhancement through improvised conditional generative adversarial networks.

Saravana Ram Ram, M. Vinoth Kumar, Balambigai Subramanian, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger

Microprocess. Microsystems, 2020

Using AI-Based Classification Techniques to Process EEG Data Collected during the Visual Short-Term Memory Assessment.

Milos Antonijevic, Miodrag Zivkovic, Sladjana Arsic, Aleksandar Jevremovic

J. Sensors, 2020

Feed-Forward Neural Network Training by Hybrid Bat Algorithm.

Stefan Milosevic, Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Milan Tuba

Proceedings of the Modelling and Development of Intelligent Systems, 2020

Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm.

Miodrag Zivkovic, Nebojsa Bacanin, Eva Tuba, Ivana Strumberger, Timea Bezdan, Milan Tuba

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

2019

Dynamic Search Tree Growth Algorithm for Global Optimization.

Ivana Strumberger, Eva Tuba, Miodrag Zivkovic, Nebojsa Bacanin, Marko Beko, Milan Tuba

Proceedings of the Technological Innovation for Industry and Service Systems, 2019

Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization.

Nebojsa Bacanin, Eva Tuba, Miodrag Zivkovic, Ivana Strumberger, Milan Tuba

Proceedings of the Hybrid Intelligent Systems, 2019

2017

Multilingual virtual environment for wireless sensor networks.

Algaddafi Khalifa Alpotte, Miodrag Zivkovic, Irina Branovic, Ranko Popovic

Comput. Appl. Eng. Educ., 2017

2016

On the number of equivalence classes of invertible Boolean functions under action of permutation of variables on domain and range.

Marko Caric, Miodrag Zivkovic

CoRR, 2016

2014

A Survey and Classification of Wireless Sensor Networks Simulators Based on the Domain of Use.

Miodrag Zivkovic, Bosko Nikolic, Jelica Protic, Ranko Popovic

Ad Hoc Sens. Wirel. Networks, 2014

Integration of simulators in virtual 3D computer science classroom.

Irina Branovic, Ranko Popovic, Nenad Jovanovic, Roberto Giorgi, Bosko Nikolic, Miodrag Zivkovic

Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014

1999

The number of primes is finite.

Miodrag Zivkovic

Math. Comput., 1999