Browsing Machine Learning Methods in Visualisation for Big Data 2021 by Issue Date
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(The Eurographics Association, 2021)
(The Eurographics Association, 2021)Ensemble methods are widely used to simulate complex non-linear systems and to estimate forecast uncertainty. However, visualizing and analyzing ensemble data is challenging, in particular when multimodality arises, i.e., ...
Controllably Sparse Perturbations of Robust Classifiers for Explaining Predictions and Probing Learned Concepts (The Eurographics Association, 2021)Explaining the predictions of a deep neural network (DNN) in image classification is an active area of research. Many methods focus on localizing pixels, or groups of pixels, which maximize a relevance metric for the ...