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Filip Arnaut
Filip Arnaut
Junior research assistant at Institute of Physics Belgrade, University of Belgrade
Verified email at rgf.rs
Title
Cited by
Cited by
Year
Random Forest Classification and Ionospheric Response to Solar Flares: Analysis and Validation
F Arnaut, A Kolarski, VA Srećković
Universe 9 (10), 436, 2023
52023
Inadequacy of 1D, 2D and 3D Resistivity Inverse Modelling in the Presence of Electrical Anisotropy
B Sretenovic, F Arnaut
Earth 8 (2), 102-116, 2019
22019
2D geoelectrical resistivity tomography application at the former city waste dump" Ada Huja": Eco-geological problem
B Sretenović, F Arnaut, I Vasiljević, V Cvetkov
Podzemni radovi, 59-76, 2019
22019
Low intensity solar flares’ impact: numerical modeling
A Kolarski, VA Srećković, F Arnaut
Contrib. Astron. Obs. Skalnaté Pleso 53 (3), 176-187, 2023
12023
Energetic solar flare events in relation with subionospheric impact on 6-10 September 2017: data and modeling
A Kolarski, VA Sreckovic, M Langovic, F Arnaut
Contrib. Astron. Obs. Skalnaté Pleso 53 (3), 138-147, 2023
12023
2D electrical imaging investigations at the Neolithic settlement" Pločnik"
F Arnaut, B Sretenović
Bulletin of the Natural History Museum, 45-61, 2021
12021
Comparative Analysis of Random Forest and XGBoost in Classifying Ionospheric Signal Disturbances During Solar Flares
F Arnaut, A Kolarski, V Srećković
EGU24, 2024
2024
Application of geophysical and multispectral imagery data for predictive mapping of a complex geo-tectonic unit: a case study of the East Vardar Ophiolite Zone, North-Macedonia
F Arnaut, D Đurić, U Đurić, M Samardžić-Petrović, I Peshevski
Earth Science Informatics, 1-20, 2024
2024
Machine Learning Classification Workflow and Datasets for Ionospheric VLF Data Exclusion
F Arnaut, A Kolarski, VA Srećković
Data 9 (1), 17, 2024
2024
Short-term forecasting of PM10 and PM2. 5 concentrations with Facebook's Prophet Model at the Belgrade-Zeleno brdo
F Arnaut, V Cvetkov, D Đurić, M Samardžić-Petrović
Geofizika 40 (2), 1-19, 2023
2023
Ionospheric Response on Solar Flares through Machine Learning Modeling
F Arnaut, A Kolarski, VA Srećković, Z Mijić
Universe 9 (11), 474, 2023
2023
FEATURE IMPORTANCE ANALYSIS IN RANDOM FOREST REGRESSION FOR AIR QUALITY FORECASTING IN BELGRADE, SERBIA
F Arnaut, A Kolarski
BOOK OF ABSTRACTS AND CONTRIBUTED PAPERS, 93, 2023
2023
Prognoziranje iznadprosečnih vrednosti kvaliteta vazduha u Novom Sadu koriščenjem Random Forest modela
F Arnaut, V Cvetkov, D Đurić
2023
Alternative Evaluation Metrics for Machine Learning Model Selection in Ionospheric VLF Amplitude Data Exclusion
F Arnaut, A Kolarski
V Meeting on Astrophysical Spectroscopy- A&M Data, 2023
2023
Multilayer Perception Hyperparameter Fine-Tuning for Ionospheric VLF Amplitude Data Exclusion
F Arnaut, A Kolarski
V Meeting on Astrophysical Spectroscopy- A&M Data, 2023
2023
Elektrometrijska ispitivanja vodoizvorišta Мakiš
F Arnaut, B Sretenović, V Damnjanović, V Cvetkov
IX Memorijalni naučni skup iz zaštite životne sredine docent dr Milena Dalmacija, 2022
2022
Improvement of 1D geoelectric sounding by narrowing the equivalence range and identification, quantification and reduction of lateral effects using the tri-potential technique
F Arnaut, B Sretenović, V Cvetkov
GEOFIZIKA 39, 2022
2022
SOME EXAMPLES OF ELECTRICAL IMAGING (ERT) AND GROUND PENETRATING RADAR (GPR) IN SOLVING CIVIL ENGINEERING PROBLEMS
F Arnaut, B Sretenović
Geologica Macedonica 35 (2), 73-84, 2021
2021
Correlability of solar wind with seismic events in the Balkan peninsula zone
F Arnaut, D Vučković, I Vasiljević, V Cvetkov
Geoloski anali Balkanskoga poluostrva 82 (2), 69-83, 2021
2021
Landslide investigations using the geoelectrical scanning method and ground penetrating radar: Case studies
FD Arnaut, BB Sretenović
Tehnika 76 (4), 419-425, 2021
2021
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