Researchers



Results 41-60 of 73
Issue DateTitleAuthor(s)TypeМp-cat.
2024Novel Research in Astronomy and Earth ObservationSrećković, Vladimir A.  ; Mijić, Zoran  ; Kolarski, Aleksandra  ; Langović, Milica  ; Arnaut, Filip  ; Jevremović, Sreten  ; Barović, Jelena; Ognyan Kounchev; Georgi SimeonovConference Paper
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2024River Proximity Data as A Predictor for Ophiolite Classification: A Machine Learning Approach with OSM DataArnaut, Filip  Conference Paper
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2024Daytime and nighttime VLF signal classification utilizing machine learning methodsArnaut, Filip  Conference Paper
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2024NEW MOLECULAR DATA FOR ASTROCHEMICAL MODELLINGSrećković, Vladimir A.  ; Kolarski, Aleksandra  ; Arnaut, Filip  ; Dimitrijević, Milan S. ; Christova, Magdalena D.; Bezuglov, Nikolai N.Conference Paper
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2024EXPLORING SOLAR RADIATION: INFLUENCE, DIAGNOSTICS, PREDICTIONSrećković, Vladimir  ; Kolarski, Aleksandra  ; Arnaut, Filip  Conference Paper
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2024Impacts of seismic activity on human mobilityLangović, Milica  ; Srećković, Vladimir  ; Kolarski, Aleksandra  ; Arnaut, Filip  ; Jevremović, Sreten  Conference Paper
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2024Earth's Lower Ionosphere under energetic events: solar flares and gamma ray bursts as drivers for VLF signal perturbationsKolarski, Aleksandra  ; Nina, Aleksandra  ; Srećković, Vladimir  ; Arnaut, Filip  ; Langović, Milica  Conference Paper
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2024X-RAY-INDUCED CHANGES IN NEAR-EARTH PLASMA: A MACHINE LEARNING PERSPECTIVEArnaut, Filip  ; Kolarski, Aleksandra  ; Srećković, Vladimir A.  Conference Paper
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2024A retrospective study on road traffic injuries in the Republic of Serbia during the COVID-19 lockdownMedarević, Aleksandar  ; Boričić, Katarina  ; Arnaut, Filip  Article
54M54
2024Comparative analysis of correlation coefficients in mineralogical and geophysical data from the mine tailing site “Rudnik” (Serbia)Vesna Cvetkov  ; Arnaut, Filip  ; Dragana Životić  Conference Paper
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2024Machine Learning Classification Workflow and Datasets for Ionospheric VLF Data ExclusionArnaut, Filip  ; Kolarski, Aleksandra  ; Srećković, Vladimir A.  Article
21M21
2024BOOK OF ABSTRACTS AND CONTRIBUTED PAPERS: International Meeting on Data for Atomic and Molecular Processes in Plasmas: Advances in Standards and ModellingSrećković, Vladimir  ; Aleksandra Kolarski  ; Langović, Milica  ; Filip Arnaut  ; Veselinović, Nikola  Editorial works
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2023Low intensity solar flares' impact: numerical modelingKolarski, Aleksandra  ; Srećković, Vladimir  ; Arnaut, Filip  Article
23M23
2023Ionospheric Response on Solar Flares through Machine Learning ModelingArnaut, Filip  ; Kolarski, Aleksandra  ; Srećković, Vladimir  ; Mijić, Zoran  Article
22M22
2023Short-term forecasting of PM10 and PM2.5 concentrations with Facebook's Prophet Model at the Belgrade-Zeleno brdoArnaut, Filip  ; Cvetkov, Vesna  ; Đurić, Dragana  ; Samardžić-Petrović, Mileva  Article
22M22
2023Prognoziranje iznadprosečnih vrednosti kvaliteta vazduha u Novom Sadu koriščenjem Random Forest modelaFilip Arnaut  ; Vesna Cvetkov  ; Dragana Đurić  Conference Paper
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2023Feature Importance Analysis in Random Forest Regression for Air Quality Forecasting in Belgrade, SerbiaArnaut, Filip  ; Kolarski, Aleksandra  Conference Paper
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2023Random Forest Classification and Ionospheric Response to Solar Flares: Analysis and ValidationArnaut, Filip  ; Kolarski, Aleksandra  ; Srećković, Vladimir A.  Article
22M22
2023Alternative Evaluation Metrics for Machine Learning Model Selection in Ionospheric VLF Amplitude Data ExclusionArnaut, Filip  ; Kolarski, Aleksandra  Conference Paper
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2023Multilayer Perception Hyperparameter Fine-Tuning for Ionospheric VLF Amplitude Data ExclusionArnaut, Filip  ; Kolarski, Aleksandra  Conference Paper
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