Keyword

uncertainty visualization

Description: Uncertainty visualization is the use of visual methods to represent uncertainty in data, models, or analyses for interpretation and decision-making.

Primary topic: Data Visualization and Analytics (40%)

OpenAlex ID: keywords/uncertainty-visualization

Ilastik: Interactive learning and segmentation toolkit

2011 · Christoph Sommer, Christoph Straehle, et al. · IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI) · 1,168

Weather Forecasting with Ensemble Methods

2005 · Tilmann Gneiting, Adrian E. Raftery · Science · 633

Approaches to uncertainty visualization

1997 · Alex T. Pang, Craig M. Wittenbrink, et al. · The Visual Computer · 546

Visualizing Geospatial Information Uncertainty: What We Know and What We Need to Know

2005 · Alan M. MacEachren, Anthony Robinson, et al. · Cartography and Geographic Information Science · 543

Leveraging uncertainty information from deep neural networks for disease detection

2017 · Christian Leibig, Vaneeda Allken, et al. · Scientific Reports · 502

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Visualizing Uncertain Information

1992 · Alan M. MacEachren · Cartographic Perspectives · 373

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Research directions in data wrangling: Visualizations and transformations for usable and credible data

2011 · Sean Kandel, Jeffrey Heer, et al. · Information Visualization · 333

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Uncertainties have a meaning: Information entropy as a quality measure for 3-D geological models

2011 · J. Florian Wellmann, Klaus Regenauer-Lieb · Tectonophysics · 309

Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving

2013 · Tove Helldin, Göran Falkman, et al. · International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI) · 284

Visual Semiotics & Uncertainty Visualization: An Empirical Study

2012 · A. M. MacEachren, R. E. Roth, et al. · IEEE Transactions on Visualization and Computer Graphics · 278

A Next Step: Visualizing Errors and Uncertainty

2003 · C.R. Johnson, A.R. Sanderson · IEEE Computer Graphics and Applications · 278

Mapping epistemic uncertainties and vague concepts in predictions of species distribution

2002 · Jane Elith, Mark A Burgman, et al. · Ecological Modelling · 273

Error Bars Considered Harmful: Exploring Alternate Encodings for Mean and Error

2014 · Michael Correll, Michael Gleicher · IEEE Transactions on Visualization and Computer Graphics · 258

Noodles: A Tool for Visualization of Numerical Weather Model Ensemble Uncertainty

2010 · J Sanyal, Song Zhang, et al. · IEEE Transactions on Visualization and Computer Graphics · 254

Glyphs for visualizing uncertainty in vector fields

1996 · C.M. Wittenbrink, A.T. Pang, et al. · IEEE Transactions on Visualization and Computer Graphics · 253

A Fast Likelihood Method to Reconstruct and Visualize Ancestral Scenarios

2019 · Sohta A Ishikawa, Anna Zhukova, et al. · Molecular Biology and Evolution · 249

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Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty

2021 · Umang Bhatt, Javier Antorán, et al. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 247

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When (ish) is My Bus?

2016 · Matthew Kay, Tara Kola, et al. · CHI Conference on Human Factors in Computing Systems · 238

Towards incorporating uncertainty of structural data in 3D geological inversion

2010 · J. Florian Wellmann, Franklin G. Horowitz, et al. · Tectonophysics · 228

Ensemble-Vis: A Framework for the Statistical Visualization of Ensemble Data

2009 · Kristin Potter, Andrew Wilson, et al. · IEEE ... International Conference on Data Mining workshops · 226

DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

2021 · Huang, Zhizhong, Zhang, Junping, et al. · arXiv (Cornell University) · 221

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Locating and quantifying geological uncertainty in three-dimensional models: Analysis of the Gippsland Basin, southeastern Australia

2012 · Mark D. Lindsay, Laurent Aillères, et al. · Tectonophysics · 218

A Review of Uncertainty in Data Visualization

2012 · Ken Brodlie, Rodolfo Allendes Osorio, et al. · Springer eBooks · 217

Overview and State-of-the-Art of Uncertainty Visualization

2014 · Georges-Pierre Bonneau, Hans-Christian Hege, et al. · Mathematics and visualization · 215

A review of approaches to treat uncertainty in LCA

2004 · Reinout Heijungs, Mark A. J. Huijbregts · ScholarsArchive (Brigham Young University) · 209

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Works count: 2,428

Citation count: 32,060