default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMiodrag Zivkovic
Person information
Other persons with a similar name
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2025
[j48]Andjela Jovanovic, Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Vladimir Simic, Dragan Pamucar, Milos Antonijevic:
Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting. J. Netw. Comput. Appl. 233: 104048 (2025)- 2024
- [j47]Radic Goran
, Luka Jovanovic, Nebojsa Bacanin, Milos S. Stankovic, Vladimir Simic, Milos Antonijevic, Miodrag Zivkovic:
Identifying and Understanding Student Dropouts Using Metaheuristic Optimized Classifiers and Explainable Artificial Intelligence Techniques. IEEE Access 12: 122377-122400 (2024) - [j46]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): 45 (2024) - [j45]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): 110955 (2024) - [j44]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): 335 (2024) - [j43]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: 108463 (2024) - [j42]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) - [j41]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): 119-143 (2024) - [j40]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): 159-183 (2024) - [j39]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: 112026 (2024) - [j38]Nebojsa Bacanin, Catalin Stoean, Dusan Markovic, Miodrag Zivkovic, Tarik A. Rashid, Amit Chhabra, Marko Sarac:
Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets. Multim. Tools Appl. 83(31): 76035-76075 (2024) - [j37]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): 14727-14756 (2024) - [j36]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: e1795 (2024) - [j35]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: e2031 (2024) - [j34]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): 6383-6402 (2024) - 2023
- [j33]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): 266 (2023) - [j32]Nebojsa Bacanin, Milos Antonijevic, Timea Bezdan, Miodrag Zivkovic, K. Venkatachalam, Sharaf J. Malebary:
Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes. Clust. Comput. 26(1): 587-598 (2023) - [j31]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): 27-43 (2023) - [j30]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: 119122 (2023) - [j29]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): 541-561 (2023) - [j28]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. Adv. Math. Commun. 32(2) (2023) - [j27]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): 543-574 (2023) - [j26]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: 104778 (2023) - [j25]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: e1405 (2023) - [j24]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: e1565 (2023) - [j23]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): 9878 (2023) - [j22]Marko Caric, Miodrag Zivkovic:
The Number of Nonequivalent Monotone Boolean Functions of 8 Variables. IEEE Trans. Inf. Theory 69(6): 4027-4034 (2023) - [c15]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: 38-52 - [c14]Branislav Radomirovic, Luka Jovanovic, Catalin Stoean, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin:
Solar Flare Classification using Modified Metaheuristic Optimized XGBoost. SYNASC 2023: 287-292 - 2022
- [j21]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): 735-749 (2022) - [j20]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): 751-765 (2022) - [j19]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): 105-120 (2022) - [j18]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): 317-332 (2022) - [j17]Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Amit Chhabra, Suresh Muthusamy:
Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification. J. Comput. Biol. 29(6): 515-529 (2022) - [j16]Milos Bukumira, Milos Antonijevic, Dijana Jovanovic, Miodrag Zivkovic, Djordje Mladenovic, Goran Kunjadic:
Carrot grading system using computer vision feature parameters and a cascaded graph convolutional neural network. J. Electronic Imaging 31(6) (2022) - [j15]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): 411-423 (2022) - [j14]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): 9043-9068 (2022) - [j13]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: e956 (2022) - [j12]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): 1711 (2022) - [j11]Nebojsa Bacanin, Catalin Stoean, Miodrag Zivkovic, Dijana Jovanovic, Milos Antonijevic, Djordje Mladenovic:
Multi-Swarm Algorithm for Extreme Learning Machine Optimization. Sensors 22(11): 4204 (2022) - [j10]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: 100711 (2022) - [c13]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: 104-121 - [c12]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: 188-203 - [c11]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: 268-275 - 2021
- [j9]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: 169135-169155 (2021) - [j8]Dorde Stakic, Miodrag Zivkovic, Ana Anokic:
A Reduced Variable Neighborhood Search Approach to the Heterogeneous Vector Bin Packing Problem. Inf. Technol. Control. 50(4): 808-826 (2021) - [j7]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): 6654 (2021) - [j6]Miodrag Zivkovic, Marko Caric:
On the Number of Equivalence Classes of Boolean and Invertible Boolean Functions. IEEE Trans. Inf. Theory 67(1): 391-407 (2021) - [c10]Tamara Zivkovic, Miodrag Zivkovic:
Survey of Learning Environments for Software Testing Education. ECBS 2021: 7:1-7:9 - [c9]Timea Bezdan, Dusan Cvetnic, Luka Gajic, Miodrag Zivkovic, Ivana Strumberger, Nebojsa Bacanin:
Feature Selection by Firefly Algorithm with Improved Initialization Strategy. ECBS 2021: 8:1-8:8 - [c8]Pavle Dakic, Miodrag Zivkovic:
An overview of the challenges for developing software within the field of autonomous vehicles. ECBS 2021: 16:1-16:10 - [c7]Nebojsa Bacanin, Aleksandar Petrovic, Miodrag Zivkovic, Timea Bezdan, Milos Antonijevic:
Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics. ICACDS (1) 2021: 604-616 - [c6]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: 259-266 - 2020
- [j5]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: 8767865:1-8767865:12 (2020) - [j4]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: 103281 (2020) - [c5]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: 1176-1181 - [c4]Stefan Milosevic, Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Milan Tuba:
Feed-Forward Neural Network Training by Hybrid Bat Algorithm. MDIS 2020: 52-66
2010 – 2019
- 2019
- [c3]Nebojsa Bacanin, Eva Tuba, Miodrag Zivkovic, Ivana Strumberger, Milan Tuba:
Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization. HIS 2019: 328-338 - [c2]Ivana Strumberger, Eva Tuba, Miodrag Zivkovic, Nebojsa Bacanin, Marko Beko, Milan Tuba:
Dynamic Search Tree Growth Algorithm for Global Optimization. DoCEIS 2019: 143-153 - 2017
- [j3]Algaddafi Khalifa Alpotte, Miodrag Zivkovic, Irina Branovic, Ranko Popovic:
Multilingual virtual environment for wireless sensor networks. Comput. Appl. Eng. Educ. 25(2): 200-213 (2017) - 2016
- [i1]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 abs/1603.04386 (2016) - 2014
- [j2]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): 245-287 (2014) - [c1]Irina Branovic, Ranko Popovic, Nenad Jovanovic, Roberto Giorgi, Bosko Nikolic, Miodrag Zivkovic:
Integration of simulators in virtual 3D computer science classroom. EDUCON 2014: 1164-1167
1990 – 1999
- 1999
- [j1]Miodrag Zivkovic:
The number of primes is finite. Math. Comput. 68(225): 403-409 (1999)
Coauthor Index
[j48] [j47] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [c15] [c14] [j21] [j20] [j19] [j18] [j17] [j15] [j14] [j13] [j12] [j11] [j10] [c13] [c12] [c11] [j9] [j7] [c9] [c7] [c6] [j4] [c5] [c4] [c3] [c2]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-01 00:13 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
