Nebojsa Bacanin

Faculty of Informatics and Computing, Singidunum University

Affiliated withSingidunum University SIMATS

Research Area

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JoVE Journal Publications

ArticleTotal : 1	Year
Publication title	2026

Other Publications

Article	Year
Performance of Elephant Herding Optimization and Tree Growth Algorithm Adapted for Node Localization in Wireless Sensor Networks. Sensors (Basel, Switzerland)\| PubMed ID: 31159373	2019
COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach. Sustainable cities and society\| PubMed ID: 33520607	2021
Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design. Sensors (Basel, Switzerland)\| PubMed ID: 34640973	2021
Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme. Sensors (Basel, Switzerland)\| PubMed ID: 34833656	2021
Modified firefly algorithm for workflow scheduling in cloud-edge environment. Neural computing & applications\| PubMed ID: 35125670	2022
A Comprehensive Survey on the Internet of Things with the Industrial Marketplace. Sensors (Basel, Switzerland)\| PubMed ID: 35161476	2022
Novel Improved Salp Swarm Algorithm: An Application for Feature Selection. Sensors (Basel, Switzerland)\| PubMed ID: 35270856	2022
Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application. Scientific reports\| PubMed ID: 35440609	2022
Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification. Journal of computational biology : a journal of computational molecular cell biology\| PubMed ID: 35446145	2022
Deep learning model for deep fake face recognition and detection. PeerJ. Computer science\| PubMed ID: 35494811	2022
Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification. PeerJ. Computer science\| PubMed ID: 35634110	2022
Multi-Swarm Algorithm for Extreme Learning Machine Optimization. Sensors (Basel, Switzerland)\| PubMed ID: 35684824	2022
Improved Fitness-Dependent Optimizer for Solving Economic Load Dispatch Problem. Computational intelligence and neuroscience\| PubMed ID: 35860638	2022
Harmony search: Current studies and uses on healthcare systems. Artificial intelligence in medicine\| PubMed ID: 36100345	2022
Kurdish Handwritten character recognition using deep learning techniques. Gene expression patterns : GEP\| PubMed ID: 36195308	2022
Novel chaotic oppositional fruit fly optimization algorithm for feature selection applied on COVID 19 patients' health prediction. PloS one\| PubMed ID: 36215218	2022
Evaluation of deepfake detection using YOLO with local binary pattern histogram. PeerJ. Computer science\| PubMed ID: 36262154	2022
Fitness dependent optimizer with neural networks for COVID-19 patients. Computer methods and programs in biomedicine update\| PubMed ID: 36591535	2023
Blockchain-enabled K-harmonic framework for industrial IoT-based systems. Scientific reports\| PubMed ID: 36653424	2023
A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset. Microprocessors and microsystems\| PubMed ID: 36785847	2023
Quasi-reflection learning arithmetic optimization algorithm firefly search for feature selection. Heliyon\| PubMed ID: 37101631	2023
Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate. Toxics\| PubMed ID: 37112620	2023
Diagnostic ability of deep learning in detection of pancreatic tumour. Scientific reports\| PubMed ID: 37322046	2023
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\| PubMed ID: 37409075	2023
Barriers to effective implementation of end-of-life vehicle management in Indonesia. Environmental science and pollution research international\| PubMed ID: 37422560	2023
Wall segmentation in 2D images using convolutional neural networks. PeerJ. Computer science\| PubMed ID: 37810356	2023
Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection. Frontiers in physiology\| PubMed ID: 38033337	2023
Elderly and visually impaired indoor activity monitoring based on Wi-Fi and Deep Hybrid convolutional neural network. Scientific reports\| PubMed ID: 38110422	2023
Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data. Sensors (Basel, Switzerland)\| PubMed ID: 38139724	2023
Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation. PeerJ. Computer science\| PubMed ID: 38259888	2024
Deep learning assisted XRF spectra classification. Scientific reports\| PubMed ID: 38351176	2024
Tuning attention based long-short term memory neural networks for Parkinson's disease detection using modified metaheuristics. Scientific reports\| PubMed ID: 38383690	2024
The explainable potential of coupling hybridized metaheuristics, XGBoost, and SHAP in revealing toluene behavior in the atmosphere. The Science of the total environment\| PubMed ID: 38631643	2024
Retraction Note: Blockchain-enabled K-harmonic framework for industrial IoT-based systems. Scientific reports\| PubMed ID: 38714874	2024
Detecting Parkinson's disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics. PeerJ. Computer science\| PubMed ID: 38855236	2024
Aczel Alsina t-norm and t-conorm-based aggregation operators under linguistic interval-valued intuitionistic fuzzy setting with application. PeerJ. Computer science\| PubMed ID: 38855242	2024
Uncovering pathways towards sustainable transportation: Investigating factors influencing societal acceptance of end-of-life vehicle management in Indonesia. Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA\| PubMed ID: 39279237	2025
System and method to diagnose conjunctivitis in the eye of a user. Heliyon\| PubMed ID: 39286137	2024
Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles. Scientific reports\| PubMed ID: 39358433	2024
Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers. Scientific reports\| PubMed ID: 39468285	2024
Optimized deep learning networks for accurate identification of cancer cells in bone marrow. Neural networks : the official journal of the International Neural Network Society\| PubMed ID: 39490023	2025
Machine learning classification meets migraine: recommendations for study evaluation. The journal of headache and pain\| PubMed ID: 39639193	2024
Correction: Machine learning classification meets migraine: recommendations for study evaluation. The journal of headache and pain\| PubMed ID: 39701933	2024
Intrusion detection in metaverse environment internet of things systems by metaheuristics tuned two level framework. Scientific reports\| PubMed ID: 39875592	2025
InBRwSANet: Self-attention based parallel inverted residual bottleneck architecture for human action recognition in smart cities. PloS one\| PubMed ID: 40424287	2025
EATHOA: Elite-evolved hiking algorithm for global optimization and precise multi-thresholding image segmentation in intracerebral hemorrhage images. Computers in biology and medicine\| PubMed ID: 40773994	2025
Elite Bernoulli-based mutated dung beetle algorithm for global complex problems and parameter estimation of solar photovoltaic models. Scientific reports\| PubMed ID: 41107273	2025
My diabetes care: an AI-based mobile app with conversational agent for type 2 diabetes self-management. Scientific reports\| PubMed ID: 41249394	2025
Retraction notice to "System and method to diagnose conjunctivitis in the eye of a user" [Heliyon 10 (2024) e36248]. Heliyon\| PubMed ID: 41395394	2025
Bioinspired STHVO based MPPT control for grid connected photovoltaic water pumping systems. Scientific reports\| PubMed ID: 41507379	2026
Triboostcardio ensemble model for cardiovascular disease detection using advanced blockchain-enabled health monitoring. Frontiers in artificial intelligence\| PubMed ID: 41626575	2025
Metaheuristic-driven dual-layer model for classifying Alzheimer's disease stages. Frontiers in computational neuroscience\| PubMed ID: 41710299	2026