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1. Weighted cluster ensemble based on partition relevance analysis with reduction step
Nejc Ilc, 2020, original scientific article

Keywords: cluster analysis, cluster validity index, dimensionality reduction, ensemble learning, feature extraction, feature selection, gene expression, weighted ensemble
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2. Condition classification of heating systems valves based on acoustic features and machine learning
Primož Potočnik, Borja Olmos Lopez-Roso, Lučka Vodopivec, Egon Susič, Edvard Govekar, 2020, original scientific article

Keywords: valves, district heating, acoustic features, feature selection, classification, machine learning
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3. Quadratic mutual information feature selection
Davor Sluga, Uroš Lotrič, 2017, original scientific article

Keywords: feature selection, information-theoretic measures, quadratic mutual information, Cauchy-Schwarz divergence
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4. Predicting cardiorespiratory parameters based on endurance testing
LARSEN CUNDRIČ, 2021, undergraduate thesis

Keywords: machine learning, maximal heart rate, feature selection, maximal oxygen uptake, cardiorespiratory fitness
Full text (file, 1,87 MB)

5. On the interpretability of machine learning models and experimental feature selection in case of multicollinear data
Franc Drobnič, Andrej Kos, Matevž Pustišek, 2020, original scientific article

Keywords: interpretable machine learning, feature multicollinearity, random forests, feature selection, feature importance, greedy feature selection
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