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03/19/2021
Order selection with confidence for finite mixture models
The determination of the number of mixture components (the order) of a f...
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02/22/2021
Shapley values for feature selection: The good, the bad, and the axioms
The Shapley value has become popular in the Explainable AI (XAI) literat...
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09/07/2020
SARGDV: Efficient identification of groundwater-dependent vegetation using synthetic aperture radar
Groundwater depletion impacts the sustainability of numerous groundwater...
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08/08/2020
k-means on a log-Cholesky Manifold, with Unsupervised Classification of Radar Products
We state theoretical properties for k-means clustering of Symmetric Posi...
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01/27/2020
Shapley value confidence intervals for variable selection in regression models
Multiple linear regression is a commonly used inferential and predictive...
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07/17/2019
Spherical data handling and analysis with R package rcosmo
The R package rcosmo was developed for handling and analysing Hierarchic...
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07/12/2019