Miodrag Zivkovic
Orcid: 0000-0002-4351-068X
According to our database1,
Miodrag Zivkovic
authored at least 62 papers
between 1999 and 2024.
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Bibliography
2024
Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis.
Appl. Soft Comput., December, 2024
Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets.
Multim. Tools Appl., September, 2024
Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction.
Neural Comput. Appl., August, 2024
Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics.
Axioms, May, 2024
Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics.
Soft Comput., April, 2024
Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting.
Artif. Intell. Rev., March, 2024
Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0.
Expert Syst. J. Knowl. Eng., February, 2024
Detecting Parkinson's disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics.
PeerJ Comput. Sci., 2024
Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation.
PeerJ Comput. Sci., 2024
Forecasting bitcoin: Decomposition aided long short-term memory based time series modeling and its explanation with Shapley values.
Knowl. Based Syst., 2024
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., 2024
Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models.
Int. J. Hybrid Intell. Syst., 2024
Audio analysis speeding detection techniques based on metaheuristic-optimized machine learning models.
Eng. Appl. Artif. Intell., 2024
Identifying and Understanding Student Dropouts Using Metaheuristic Optimized Classifiers and Explainable Artificial Intelligence Techniques.
IEEE Access, 2024
2023
Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data.
Sensors, December, 2023
Inf. Technol. Control., July, 2023
IEEE Trans. Inf. Theory, June, 2023
A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset.
Microprocess. Microsystems, April, 2023
Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes.
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.
PeerJ Comput. Sci., 2023
PeerJ Comput. Sci., 2023
Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning.
J. Web Eng., 2023
Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks.
Inf. Sci., 2023
Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm.
Int. J. Hybrid Intell. Syst., 2023
Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation.
Axioms, 2023
Proceedings of the 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2023
Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm.
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.
Sustain. Comput. Informatics Syst., 2022
Sensors, 2022
Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification.
PeerJ Comput. Sci., 2022
Neural Comput. Appl., 2022
Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm.
J. Intell. Fuzzy Syst., 2022
Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model.
J. Electronic Imaging, 2022
Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification.
J. Comput. Biol., 2022
Comput. Syst. Sci. Eng., 2022
Comput. Syst. Sci. Eng., 2022
Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection.
Comput. Syst. Sci. Eng., 2022
Comput. Syst. Sci. Eng., 2022
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.
Proceedings of the Modelling and Development of Intelligent Systems, 2022
Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm.
Proceedings of the Modelling and Development of Intelligent Systems, 2022
2021
IEEE Trans. Inf. Theory, 2021
Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design.
Sensors, 2021
A Reduced Variable Neighborhood Search Approach to the Heterogeneous Vector Bin Packing Problem.
Inf. Technol. Control., 2021
Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm.
IEEE Access, 2021
A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm.
Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2021
Proceedings of the Advances in Computing and Data Sciences - 5th International Conference, 2021
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.
Proceedings of the ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, 2021
Proceedings of the ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, 2021
2020
Microprocess. Microsystems, 2020
Using AI-Based Classification Techniques to Process EEG Data Collected during the Visual Short-Term Memory Assessment.
J. Sensors, 2020
Proceedings of the Modelling and Development of Intelligent Systems, 2020
Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
2019
Proceedings of the Technological Innovation for Industry and Service Systems, 2019
Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization.
Proceedings of the Hybrid Intelligent Systems, 2019
2017
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.
CoRR, 2016
2014
A Survey and Classification of Wireless Sensor Networks Simulators Based on the Domain of Use.
Ad Hoc Sens. Wirel. Networks, 2014
Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014
1999