2021
DOI: 10.1007/s12650-021-00755-1
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Recent advances and challenges in uncertainty visualization: a survey

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Cited by 47 publications
(20 citation statements)
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“…A recent survey article is by Kamal et al (2021) . They use the following categories to structure uncertainty visualizations: geometry, attributes, animation, visual variables, graphical techniques, and glyphs.…”
Section: Related Workmentioning
confidence: 99%
“…A recent survey article is by Kamal et al (2021) . They use the following categories to structure uncertainty visualizations: geometry, attributes, animation, visual variables, graphical techniques, and glyphs.…”
Section: Related Workmentioning
confidence: 99%
“…While uncertainty is involved in most data processing, reasoning with uncertainty is difficult for both novices and experts ( Padilla et al, 2020 ). Besides the difficulty in the empirical evaluation of uncertainty ( Hullman et al, 2018 ), it is also a challenge for visualisation designers due to practical problems in creating visualisations associated with decision making process ( Kamal et al, 2021 ). Ensemble data sets contain a collection of estimates for each simulation variable, allowing for a better understanding of potential results and the associated uncertainty while ensemble visualisations sample the space of projections that can be generated by a model with uncertainty ( Potter et al, 2009 , Liu et al, 2016 ).…”
Section: Ensemble Visualisationmentioning
confidence: 99%
“…In their seminal paper, Pang et al [26] provide a classification of uncertainty visualization techniques and describe several strategies for representing uncertainty. Since then, much additional progress has been made in uncertainty visualization; a summary of techniques can be found in survey papers [2,3,10,18] and in an interactive visual collection [16].…”
Section: Related Workmentioning
confidence: 99%