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Research outputs

On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs   [2022]

Stoean, Catalin; Bacanin, Nebojsa  ; Stoean, Ruxandra; Ionescu, Leonard; Alecsa, Cristian; Hotoleanu, Mircea; Atencia, Miguel; Joya, Gonzalo

Solar flare classification using modified metaheuristic optimized XGBoost   [2023]

B. Radomirović; L. Jovanović ; C. Stoean; М. Живковић  ; A. NJeguš  ; Н. Бачанин Џакула  

A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm   [2021]

M. Zivkovic  ; C. Stoean; A. Petrovic  ; N. Bacanin  ; I. Strumberger ; T. Zivkovic  

Assessing Predictor Influence in LSTM Models for Enhanced Solar Energy Forecasting   [2024]

Ciobanu, Alexandru Adrian; Bacanin, Nebojsa  ; Sanders, Tilman; Stoean, Catalin

Applied Metaheuristic Hyperparameter Tuning: Machine Learning in Internet of Things Cybersecurity   [2025]

N. Bacanin  ; L. Jovanovic ; M. Zivkovic  ; C. Stoean; T. Zivkovic  ; M. Antonijevic  

Influence of Manual Inter-Observer Variability for the Performance of Deep Learning Models in Semantic Segmentation   [2023]

Stoean, Catalin; Bacanin, Nebojsa  ; Stoean, Ruxandra; Ionescu, Leonard; Garau, Alina Maria; Ghitescu, Cristina Camelia

Semantic Segmentation for Corrosion Detection in Archaeological Artefacts before Restoration   [2021]

Stoean, R.; Bacanin, N.  ; Ionescu, L.; Boicea, M.; Garau, A.-M.; Ghitescu, C.-C.

The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection   [2022]

L. Jovanovic ; D. Jovanovic; M. Antonijevic  ; M. Zivkovic  ; N. Budimirovic  ; I. Strumberger ; N. Bacanin  

Project Duration Assessment Model Based on Modified Shortest Path Algorithm and Superposition   [2012]

Makitan Jevtić, Vesna  ; Dobrilović, Dalibor  ; Stojanov, Jelena  ; Stojanov, Željko  

Battery State-of-Health Prediction using XGBoost Tuned by Modified Metaheuristics   [2025]

Bulaja, Dejan; Bacanin, Nebojsa; Stoean, Ruxandra; Radomirovic, Branislav; Zeljkovic, Vico; Cajic, Miroslav; Jovanovic, Luka

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