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Research outputs

Implementation of the Semantic Data Model for Energy Management in Smart Buildings [2024]

Nenadović, Miloš ; Berbakov, Lazar ; Tomašević, Nikola

Secura – A Model-Driven Solution for Rapid Security Configuration of Web Applications [2024]

Hrnjak, Jelena ; Vještica, Marko ; Todorović, Nikola ; Ristić, Sonja ; Dimitrieski, Vladimir

XGBoost “is All You Need”: the Case of Forecasting Transmitted Heat Energy in District Heating Systems [2024]

Zdravković, Milan

Simulation of Atherosclerosis Progression Within Patient-Specific Carotid Artery [2024]

Tomasevic, Smiljana ; Djukic, Tijana ; Anic, Milos ; Arsic, Branko ; Saveljic, Igor ; Gakovic, Branko; Koncar, Igor ; Filipovic, Nenad

Towards an Approach to Multivariate Outlier Detection for District Heating System Data [2024]

Turudija, Rajko ; Stojiljković, Dušan ; Zdravković, Milan ; Ignjatović, Marko

Machine Learning Model for Prediction of Indicative Water Parameters on the Danube River Based on Satellite Data [2024]

Ilić, Velibor ; Stojković, Milan ; Dodevska, Zorica ; Ilić, Slobodan

Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer Model of the Heart Tissue [2024]

Geroski, Tijana ; Pavić, Ognjen ; Dašić, Lazar ; Filipović, Nenad

Robustness Evaluation of Pre-trained vs. Fine-Tuned Computer Vision Models for Score Detection in Dynamic Sports Environments [2024]

Ivačko, Nikola ; Ćirić, Ivan ; Dimitrijević, Nikola ; Mitić, Dimitrije; Milošević, Maša ; Kitić, Ana ; Krstić, Dušan

Semantic Exploration of Industrial Standards Using Large Language Models [2024]

Cvetković, Stevica ; Špeletić, Matija ; Nikolić, Saša

Comparison of Different Convolutional Neural Networks Utilizing Transfer Learning for Pneumothorax Segmentation from Whole Chest X-Ray Images and Extracted Patches [2024]

Dašić, Lazar ; Pavić, Ognjen ; Geroski, Tijana ; Vaskovic Jovanovic, Mina ; Filipovic, Nenad