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1. Detection of standing dead trees using leaf-on and leaf-off UAV-borne laser scanning point cloud data in mixed forests
Nina Krašovec, 2021, master's thesis/paper

Keywords: LiDAR, drone-based, tree mortality, bi-temporal data, random forest
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2. Estimating the performance of random forest versus multiple regression for predicting prices of the apartments
Marjan Čeh, Milan Kilibarda, Anka Lisec, Branislav Bajat, 2018, original scientific article

Keywords: random forest, OLS, hedonic price model, PCA, Ljubljana
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3. Analysis of command and control connections using machine learning algorithms
JAKOB PREMRN, 2020, master's thesis/paper

Keywords: machine learning, imbalanced dataset, command and control, C2, C&C, Zeek, Random forest, Decision tree
Full text (file, 4,92 MB)

4. A Random Forest-based accuracy prediction model for augmented biofeedback in a precision shooting training system
Junqi Guo, Lan Yang, Anton Umek, Rongfang Bie, Sašo Tomažič, Anton Kos, 2020, original scientific article

Keywords: precision shooting, accuracy prediction model, augmented feedback, random forest
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5. Grassland use intensity classification using intra-annual Sentinel-1 and -2 time series and environmental variables
Ana Potočnik Buhvald, Matej Račič, Markus Immitzer, Krištof Oštir, Tatjana Veljanovski, 2022, original scientific article

Keywords: extensive managed grassland, intensive managed grassland, NDVI, coherence, Satellite Image Time Series, Random Forest, feature selection
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6. Machine learning based nominal root stress calculation model for gears with a progressive curved path of contact
Uroš Urbas, Damijan Zorko, Nikola Vukašinović, 2021, original scientific article

Keywords: machine learning, nominal root stress, gears, Finite Element Method, FEM, random forest, AdaBoost
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7. Predicting kill sites of an apex predator from GPS data in different multiprey systems
Teresa Oliveira, David Carricondo-Sanchez, Jenny Mattisson, Kristina Vogt, Andrea Corradini, John D. C. Linnell, John Odden, Marco Heurich, Mariano Rodríguez-Recio, Miha Krofel, 2023, original scientific article

Keywords: GPS location clusters, GPS-fix schedule, kill sites, random forest, Eurasian lynx, domestic prey, GLCs, multiprey system
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8. Classification of cattle breeds based on the random forest approach
Radovan Kasarda, Nina Moravčíková, Gábor Mészáros, Mojca Simčič, Daniel Zaborski, 2023, original scientific article

Keywords: cattle breed, 50K SNP data, random forest, fixation index, principal component analysis
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9. Analiza preoblikovalne sile in končne debeline izdelka pri enotočkovnem inkrementalnem preoblikovanju
Gašper Stopar, 2023, undergraduate thesis

Keywords: eno točkovno inkrementalno preoblikovanje računalniške simulacije načrtovanje eksperimentov Taguchi metoda Random Forest metoda
Full text (file, 1,45 MB)

10. Determining the influence and correlation for parameters of flexible forming using the random forest method
Luka Sevšek, Sandi Baressi Šegota, Zlatan Car, Tomaž Pepelnjak, 2023, original scientific article

Keywords: incremental sheet metal forming, multi-step sheet forming, finite element method, random forest method, parameter influence analysis, parameter correlation analysis
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