1. Weighted cluster ensemble based on partition relevance analysis with reduction stepNejc Ilc, 2020, izvirni znanstveni članek Ključne besede: cluster analysis, cluster validity index, dimensionality reduction, ensemble learning, feature extraction, feature selection, gene expression, weighted ensemble Celotno besedilo (datoteka, 3,21 MB) Gradivo ima več datotek! Več... |
2. Condition classification of heating systems valves based on acoustic features and machine learningPrimož Potočnik, Borja Olmos Lopez-Roso, Lučka Vodopivec, Egon Susič, Edvard Govekar, 2020, izvirni znanstveni članek Ključne besede: valves, district heating, acoustic features, feature selection, classification, machine learning Celotno besedilo (datoteka, 1,76 MB) Gradivo ima več datotek! Več... |
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5. On the interpretability of machine learning models and experimental feature selection in case of multicollinear dataFranc Drobnič, Andrej Kos, Matevž Pustišek, 2020, izvirni znanstveni članek Ključne besede: interpretable machine learning, feature multicollinearity, random forests, feature selection, feature importance, greedy feature selection Celotno besedilo (datoteka, 1,52 MB) Gradivo ima več datotek! Več... |
6. Grassland use intensity classification using intra-annual Sentinel-1 and -2 time series and environmental variablesAna Potočnik Buhvald, Matej Račič, Markus Immitzer, Krištof Oštir, Tatjana Veljanovski, 2022, izvirni znanstveni članek Ključne besede: extensive managed grassland, intensive managed grassland, NDVI, coherence, Satellite Image Time Series, Random Forest, feature selection Celotno besedilo (datoteka, 2,17 MB) Gradivo ima več datotek! Več... |
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8. Convolutional neural networks combined with feature selection for radio-frequency fingerprintingGianmarco Baldini, Irene Amerini, Franc Dimc, Fausto Bonavitacola, 2023, izvirni znanstveni članek Ključne besede: deep learning, feature selection, radio frequency, security, wireless
communication Celotno besedilo (datoteka, 3,65 MB) Gradivo ima več datotek! Več... |