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Interpretable Machine Learning for Extreme Events detection: An application to droughts in the Po River Basin [PDF]

open access: yes
The increasing frequency and intensity of drought events—periods of significant decrease in water availability—are among the most alarming impacts of climate change.
Marcello Restelli   +5 more
core  

Polynomial Perceptrons for Compact, Robust, and Interpretable Machine Learning Models. [PDF]

open access: yesEntropy (Basel)
Aldana-Bobadilla E   +3 more
europepmc   +1 more source

An interpretable machine learning model for predicting brain metastasis in breast cancer. [PDF]

open access: yesFront Med (Lausanne)
Wang H   +6 more
europepmc   +1 more source

Explainable Boosting Machine in Sepsis Prediction Using Platelet Metabolomics: An Interpretable Machine Learning Approach. [PDF]

open access: yesDiagnostics (Basel)
Guldogan E   +6 more
europepmc   +1 more source

An inflammatory biomarker panel for prediabetes classification using interpretable machine learning. [PDF]

open access: yesPLoS One
Maalouf M   +5 more
europepmc   +1 more source

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