Random Forest Classification and Ionospheric Response to Solar Flares: Analysis and Validation F Arnaut, A Kolarski, VA Srećković Universe 9 (10), 436, 2023 | 5 | 2023 |
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 | 2 | 2019 |
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 | 2 | 2019 |
Low intensity solar flares’ impact: numerical modeling A Kolarski, VA Srećković, F Arnaut Contrib. Astron. Obs. Skalnaté Pleso 53 (3), 176-187, 2023 | 1 | 2023 |
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 | 1 | 2023 |
2D electrical imaging investigations at the Neolithic settlement" Pločnik" F Arnaut, B Sretenović Bulletin of the Natural History Museum, 45-61, 2021 | 1 | 2021 |
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 |