Uncertainty Visualization and Data References


This page is a work in progress. Help me maintin it by emailing omissions to kpotter@sci.utah.edu.

Indexed by Author Name
A  B  C  D  E  F  G  H  I  J  K  L  M  N  O  P  Q  R  S  T  U  V  W  X  Y  Z 

A

★  Jeroen C. J. H. Aerts and Keith C. Clarke and Alex D. Keuper.
Testing Popular Visualization Techniques for Representing Model Uncertainty. In Cartography and Geographic Information Science, vol. 30, no. 3, pp. 249--261, 2003.
Bibtex and Summary

★  Aggrey Agumya and Gary J. Hunter.
Responding to the Consequences of Uncertainty in Geographical Data. In International Journal of Geographical Information Science, vol. 16, no. 5, pp. 405--417, 2002.
Bibtex and Summary

★  Anthony D. Andre and Henry A. Cutler.
Displaying Uncertainty in Advanced Navigation Systems. In Proceedings of the Human Factors and Ergonomics Society 42nd Annual Meeting, pp. 31--35, 1998.
Bibtex and Summary

★  Leon M. Arriola and James M. Hyman.
Being Sensitive to Uncertainty. In Computing in Science & Engineering, vol. 9, no. 2, pp. 10--20, 2007.
Bibtex and Summary

B

★  Nicholas J. Barrowman and Ransom A. Myers.
Raindrop Plots: A New Way to Display Collections of Likelihoods and Distributions. In The American Statistician, vol. 57, no. 4, pp. 268--274, 2003.
Bibtex and Summary

★  Santosh Basapur and Ann M. Bisantz and T. Kesavadas.
The Effect of Display Modality on Decision-Making with Uncertainty. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 47, no. 3, pp. 558-561, 2003.
Bibtex and Summary

★  M. Kate Beard and Barbara P. Buttenfield and Sarah B. Clapham.
NCGIA Research Initiative 7 Visualization of Spatial Data Quality, Technical Paper 91-26. Technical Report, Natl Center for Geographic Information and Analysis, 1991.
Bibtex and Summary

★  Kate Beard and William Mackaness.
Visual Access to Data Quality in Geographic Information Systems. In Cartographica: The International Journal for Geographic Information and Geovisualization, vol. 30, 2006.
Bibtex and Summary

★  Richard A. Becker and William S. Cleveland.
Brushing Scatterplots. In Technometrics, vol. 29, no. 2, pp. 127--142, 1987.
Bibtex and Summary

★  Sean Becketti and Willian Gould.
Rangefinder Box Plots: A Note. In The American Statistician, vol. 41, no. 2, pp. 149, 1987.
Bibtex and Summary

★  Sarah Belia and Fiona Fidler and Jennifer Williams and Geoff Cumming.
Researchers Misunderstand Confidence Intervals and Standard Error Bars. In Psychological Methods, vol. 10, no. 4, pp. 389--396, 2005.
Bibtex and Summary

★  James R. Beniger and Dorothy L. Robyn.
Quantitative Graphics in Statistics: A Brief History. In The American Statistician, vol. 32, no. 1, pp. 1--11, 1978.
Bibtex and Summary

★  Yoav Benjamini.
Opening the Box of a Boxplot. In The American Statistician, vol. 42, no. 4, pp. 257--262, 1988.
Bibtex and Summary

★  W. Berger and H. Piringer and P. Filzmoser and E. Gröller.
Uncertainty-Aware Exploration of Continuous Parameter Spaces Using Multivariate Prediction. In Computer Graphics Forum, vol. 30, no. 3, pp. 911 - 920, 2011.
Bibtex and Summary

★  Ann M. Bisantz and Stephanie Schinzing Marsiglio and Jessica Munch.
Displaying Uncertainty: Investigating the Effects of Display Format and Specificity. In Human Factors: The Journal of the Human Factors and Ergonomics Society, vol. 47, no. 4, pp. 777-796, 2005.
Bibtex and Summary

★  Ann M. Bisantz and Dapeng Cao and Michael Jenkins and Priyadarshini R. Pennathur and Michael Farry and Emilie Roth and Scott S. Potter and Jonathan Pfautz.
Comparing Uncertainty Visualizations for a Dynamic Decision-Making Task. In Journal of Cognitive Engineering and Decision Making, vol. 5, no. 3, pp. 277-293, 2011.
Bibtex and Summary

★  Steve Blenkinsop and Pete Fisher and Lucy Bastin and Jo Wood.
Evaluating the Perception of Uncertainty in Alternative Visualization Strategies. In Cartographica: The International Journal for Geographic Information and Geovisualization, vol. 37, no. 1, pp. 1--14, 2000.
Bibtex and Summary

★  Ryan A. Boller and Scott A. Braun and Jadrian Miles and David H. Laidlaw.
Application of Uncertainty Visualization Methods to Meteorological Trajectories. In Earth Science Informatics, vol. 3, no. 1-2, pp. 119--126, 2010.
Bibtex and Summary

★  Udeepta D. Bordoloi and David L. Kao and Han-Wei Shen.
Visualization techniques for spatial probability density function data. In Data Science Journal, vol. 3, pp. 153--162, 2004.
Bibtex and Summary

★  Ralf P. Botchen and Daniel Weiskop and Thomas Ertl.
Texture-based visualization of uncertainty in flow fields. In IEEE Visualization 2005, pp. 647--654, 2005.
Bibtex and Summary

★  Ralf P. Botchen and Daniel Weiskopf and Thomas Ertl.
Interactive visualisation of uncertainty in flow fields using texture-based techniques. In 12th Iternational Symposium on Flow Visualisation, 2006.
Bibtex and Summary

★  Nadia Boukhelifa and David John Duke.
Uncertainty Visualization - Why Might it Fail?. In CHI '09: Proceedings of the 27th International Conference, Extended Abstracts on Human Factors in Computing Systems, pp. 4051--4056, 2009.
Bibtex and Summary

★  Nadia Boukhelifa and Anastasia Bezerianos and Tobias Isenberg and Jean-Daniel Fekete.
Evaluating Sketchiness as a Visual Variable for the Depiction of Qualitative Uncertainty. In IEEE Transactions on Visualization and Computer Graphics, vol. 18, no. 12, pp. 2769--2778, 2012.
Bibtex and Summary

★  Ralph Brecheisen and Bram Platel and Anna Vilanova and Bart ter Haar Romeny.
Parameter Sensitivity Visualization for DTI Fiber Tracking. In IEEE Transactions on Visualization and Computer Graphics, vol. 15, no. 6, pp. 1441-1448, 2009.
Bibtex and Summary

★  Kenneth Broad and Anthony Leiserowitz and Jessica Weinkle and Marissa Steketee.
Misinterpretations of the ``Cone of Uncertainty'' in Florida During the 2004 Hurricane Season. In Bulletin of the American Meteorological Society, vol. 88, no. 5, pp. 651--668, 2007.
Bibtex and Summary

★  Ken Brodlie and Rodolfo Allendes Osorio and Adriano Lopes.
A Review of Uncertainty in Data Visualization. In John Dill, Rae Earnshaw, David Kasik, John Vince and Pak Chung Wong (Eds.), Expanding the Frontiers of Visual Analytics and Visualization, Springer Verlag London, pp. 81--109, 2012.
Bibtex and Summary

★  Ross Brown.
Animated Visual Vibrations as an Uncertainty Visualisation Technique. In GRAPHITE '04: Proceedings of the 2nd International Conference on Computer Graphics and Interactive Techniques, pp. 84--89, 2004.
Bibtex and Summary

★  Kai Bürger and Roland Fraedrich and Dorit Merhof and Rüdiger Westermann.
Instant Visitation Maps for Interactive Visualization of Uncertain Particle Trajectories. In Proceedings Visualization and Data Analysis 2012, vol. SPIE 8294, pp. 82940P-82940P-12, 2012.
Bibtex and Summary

★  Barbara P. Buttenfield and Robert Weibel.
Visualizing the Quality of Cartographic Data. In Proc.\ Third International Geographic Information Systems Symposium (GIS/LIS), 1988.
Bibtex and Summary

★  Barbara P. Buttenfield.
Representing Data Quality. In Cartographica: The International Journal for Geographic Information and Geovisualization, vol. 30, no. 2 \& 3, pp. 1-7, 1993.
Bibtex and Summary

C

★  Andrej Cedilnik and Penny Rheingans.
Procedural Annotation of Uncertain Information. In Proceedings of the 11th IEEE Visualization 2000 Conference (VIS 2000), pp. 77--84, 2000.
Bibtex and Summary

★  Eleanor Boyle Chlan and Penny Rheingans.
Multivariate Glyphs for Multi-Object Clusters. In Proceedings of InfoVis '05, pp. 141--148, 2005.
Bibtex and Summary

★  Chamnein Choonpradub and Don McNeil.
Can the Box Plot be Improved?. In Songklanakarin Journal of Science and Technology, vol. 27, no. 3, pp. 649--657, 2005.
Bibtex and Summary

★  Daniel C Cliburn and Johannes J Feddema and James R Miller and Terry A Slocumb.
Design and Evaluation of a Decision Support System in a Water Balance Application. In Computers & Graphics, vol. 26, no. 6, pp. 931--949, 2002.
Bibtex and Summary

★  Christopher Collins and Sheelagh Carpendale and Gerald Penn.
Visualization of Uncertainty in Lattices to Support Decision-Making. In Proceedings of Eurographics/IEEE VGTC Symposium on Visualization (EuroVis 2007), pp. 51--58, 2007.
Bibtex and Summary

★  Alexandre Coninx and Georges-Pierre Bonneau and Jacques Droulez and Guillaume Thibault.
Visualization of Uncertain Scalar Data Fields using Color Scales and Perceptually Adapted Noise. In Applied Perception in Graphics and Visualization, 2011.
Bibtex and Summary

★  Carlos D. Correa and Yu-Hsuan Chan and Kwan-Liu Ma.
A Framework for Uncertainty-Aware Visual Analytics. In IEEE Symposium on Visual Analytics Science and Technology (VAST), pp. 51--58, 2009.
Bibtex and Summary

★  Helen Couclelis.
The Certainty of Uncertainty: GIS and the Limits of Geographic Knowledge. In Transactions in GIS, vol. 7, no. 2, pp. 165--175, 2003.
Bibtex and Summary

★  J. Cox and D. House and M. Lindell.
Visualizing Uncertainty in Predicted Hurricane Tracks. In International Journal of Uncertainty Quantification, vol. 3, no. 2, pp. 143--156, 2013.
Bibtex and Summary

D

★  Aritra Dasgupta and Min Chen and Robert Kosara.
Conceptualizing Visual Uncertainty in Parallel Coordinates. In Computer Graphics Forum, vol. 31, no. 3, pp. 1015--1024, 2012.
Bibtex and Summary

★  Trevor J. Davis and C. Peter Keller.
Modelling and Visualizing Multiple Spatial Uncertainties. In Computers & Geosciences, vol. 23, no. 4, pp. 397--408, 1997.
Bibtex and Summary

★  Stephanie Deitrick and Robert Edsall.
The Influence of Uncertainty Visualization on Decision Making: An Empirical Evaluation. In Progress in Spatial Data Handling, Springer Berlin Heidelberg, pp. 719-738, 2006.
Bibtex and Summary

★  Stephanie A. Deitrick.
Uncertainty Visualization and Decision Making: Does Visualizing Uncertain Information Change Decisions?. In Proceedings of the XXIII International Cartographic Conference, 2007.
Bibtex and Summary

★  Stephanie Deitrick.
Evaluating Implicit Visualization of Uncertainty for Public Policy Decision Support. In Proceedings AutoCarto 2012, pp. available online, 2012.
Bibtex and Summary

★  Suzana Djurcilov and Alex Pang.
Visualizing Sparse Gridded Data Sets. In IEEE Computer Graphics and Applications, vol. 20, no. 5, pp. 52--57, 2000.
Bibtex and Summary

★  Suzana Djurcilov and Kwansik Kim and Pierre F. J. Lermusiaux and Alex Pang.
Volume Rendering Data with Uncertainty Information. In Data Visualization 2001: Proceedings of the Joint Eurographics - IEEE TCVG Symposium on Visualization, pp. 243--252, 2001.
Bibtex and Summary

★  Suzana Djurcilov and Kwansik Kim and Pierre Lermusiaux and Alex Pang.
Visualizing Scalar Volumetric Data with Uncertainty. In Computers and Graphics, vol. 26, pp. 239--248, 2002.
Bibtex and Summary

★  Xiao Dong and Caroline C. Hayes.
Uncertainty Visualizations: Helping Decision Makers Become More Aware of Uncertainty and Its Implications. In Journal of Cognitive Engineering and Decision Making, vol. 6, no. 1, pp. 30--56, 2012.
Bibtex and Summary

★  I. Drecki.
Visualization of Uncertainty in Geographical Data. In Spatial Data Quality, Taylor & Francis, pp. 140--159, 2002.
Bibtex and Summary

★  I. Drecki.
Geographical Information Uncertainty: The Concept and Representational Challenges. In Proceedings of the XXIII International Cartographic Conference, 2007.
Bibtex and Summary

E

★  Laura D. Edwards and Elisabeth S. Nelson.
Visualizing Data Certainty: A Case Study Using Graduated Circle Maps. In Cartographic Perspectives, no. 38, pp. 19--36, 2001.
Bibtex and Summary

★  Charles R. Ehlschlaeger and Ashton M. Shortridge and Michael F. Goodchild.
Visualizing Spatial Data Uncertainty Using Animation. In Computers in GeoSciences, vol. 23, no. 4, pp. 387--395, 1997.
Bibtex and Summary

★  Tiago Etiene and Carlos Scheidegger and L. Gustavo Nonato and Robert M. Kirby and Clàudio T. Silva.
Verifiable Visualization for Isosurface Extraction. In IEEE Transactions on Visualization and Computer Graphics, vol. 15, no. 6, pp. 1227--1234, 2009.
Bibtex and Summary

★  Beverley J. Evans.
Dynamic Display of Spatial Data-Reliability: Does it Benefit the Map User?. In Computers & Geosciences, vol. 23, no. 4, pp. 409--422, 1997.
Bibtex and Summary

F

★  David Feng and Lester Kwock and Yueh Lee and Russell M. Taylor II.
Linked Exploratory Visualizations for Uncertain MR Spectroscopy Data. In Proc. SPIE 7530, Visualization and Data Analysis 2010, vol. 7530, no. 4, pp. 1-12, 2010.
Bibtex and Summary

★  David Feng and Lester Kwock and Yueh Lee and Russell M. Taylor II.
Matching Visual Saliency to Confidence in Plots of Uncertain Data. In IEEE Transactions on Visualization and Computer Graphics, vol. 16, no. 6, pp. 980--989, 2010.
Bibtex and Summary

★  Stephen E. Fienberg.
Graphical Methods in Statistics. In The American Statistician, vol. 33, no. 4, pp. 165--178, 1979.
Bibtex and Summary

★  R. Finger and A. M. Bisantz.
Utilizing Graphical Formats to Convey Uncertainty in a Decision-Making Task. In Theoretical Issues in Ergonomics Science, vol. 3, no. 1, pp. 1--25, 2002.
Bibtex and Summary

★  Peter Fisher.
Animation and Sound for the Visualization of Uncertain Spatial Information. In Visualization in Geographical Information Systems, John Wiley & Sons, pp. 181--185, 1994.
Bibtex and Summary

★  Nathaniel Fout and Kwan-Liu Ma.
Fuzzy Volume Rendering. In IEEE Transactions onVisualization and Computer Graphics, vol. 18, no. 12, pp. 2335--2344, 2012.
Bibtex and Summary

★  C. R. Fox and A. Tversky.
A Belief-Based Account of Decision Under Uncertainty. In Management Science, vol. 44, no. 7, pp. 879--895, 1998.
Bibtex and Summary

★  Michael Friendly.
Corrgrams: Exploratory Displays for Correlation Matrices. In The American Statistician, vol. 56, no. 4, pp. 316--324, 2002.
Bibtex and Summary

★  Michael Frigge and David C. Hoaglin and Boris Iglewicz.
Some Implementations of the Box Plot. In The American Statistician, vol. 43, no. 1, pp. 50--54, 1989.
Bibtex and Summary

G

★  M. Gahegen and M. Ehlers.
A Framework for the Modeling of Uncertainty Between Remote Sensing and Geographic Information. In ISPRS Journal of Photogrammetry and Remote Sensing, vol. 55, pp. 176--188, 2000.
Bibtex and Summary

★  Yong Ge and Sanping Li and V. Chris Lakhan and Arko Lucieer.
Exploring Uncertainty in Remotely Sensed Data with Parallel Coordinate Plots. In International Journal of Applied Earth Observation and Geoinformation, vol. 11, no. 6, pp. 413--422, 2009.
Bibtex and Summary

★  Sarah E. Geneser and Robert M. Kirby and Frank B. Sachse.
Sensitivity Analysis of Cardiac Electrophysiological Models Using Polynomial Chaos. In 27th Annual International Conference of theEngineering in Medicine and Biology Society, 2005. (IEEE-EMBS 2005), pp. 4042--4045, 2005.
Bibtex and Summary

★  Sarah E. Geneser and Robert M. Kirby and Robert S. MacLeod.
Application of Stochastic Finite Element Methods to Study the Sensitivity of ECG Forward Modeling to Organ Conductivity. In IEEE Transations on Biomedical Engineering, vol. 55, no. 1, pp. 31--40, 2008.
Bibtex and Summary

★  Lydia E. Gerharz and Edzer J. Pebesma.
Usability of Interactive and Non-Interactive Visualisation of Uncertain Geospatial Information. In W. Reinhardt, A. Krüger and M. Ehlers (Eds.), Geoinformatik 2009 Konferenzband, pp. 223-230, 2009.
Bibtex and Summary

★  Lydia Gerharz and Edzer Pebesma and Harald Hecking.
Visualizing Uncertainty in Spatio-Temporal Data. In Spatial Accuracy 2010, pp. 169--172, 2010.
Bibtex and Summary

★  Nahum D. Gershon.
Visualization of Fuzzy Data Using Generalized Animation. In Proceedings of the IEEE Conference on Visualization, pp. 268--273, 1992.
Bibtex and Summary

★  Nahum Gershon.
Visualization of an Imperfect World. In IEEE Computer Graphics and Applications, vol. 18, no. 4, pp. 43--45, 1998.
Bibtex and Summary

★  Kenneth M. Goldberg and Boris Iglewicz.
Bivariate Extensions of the Boxplot. In Technometrics, vol. 34, no. 3, pp. 307--320, 1992.
Bibtex and Summary

★  Henning Griethe and Heidrun Schumann.
Visualizing Uncertainty for Improved Decision Making. In Proceedings of the 4th International Conference on Business Informatics Research, 2005.
Bibtex and Summary

★  Henning Griethe and Heidrun Schumann.
The Visualization of Uncertain Data: Methods and Problems. In Proceedings of SimVis '06, SCS Publishing House, pp. 143--156, 2006.
Bibtex and Summary

★  Gevorg Grigoryan and Penny Rheingans.
Probabilistic Surfaces: Point Based Primitives to Show Surface Uncertainty. In IEEE Visualization, 2002. (VIS 2002)., pp. 147--153, 2002.
Bibtex and Summary

★  Gevorg Grigoryan and Penny Rheingans.
Point-Based Probabilistic Surfaces to Show Surface Uncertainty. In IEEE Transactions on Visualization and Computer Graphics, vol. 10, no. 5, pp. 546--573, 2004.
Bibtex and Summary

H

★  Kenneth W. Haemer.
Range-Bar Charts. In The American Statistician, vol. 2, no. 2, pp. 23, 1948.
Bibtex and Summary

★  Steve Haroz and Kwan-Liu Ma and Katrin Heitmann.
Multiple Uncertainties in Time-Variant Cosmological Particle Data. In IEEE Pacific Visualization Symposium. (PacificVis '08), pp. 207--214, 2008.
Bibtex and Summary

★  Mark Harrower.
Representing Uncertainty: Does it Help People Make Better Decisions?. Technical Report, University Consortium for Geographic Information Science, Geospatial Visualization and Knowledge Discovery Workshop White Paper, 2003.
Bibtex and Summary

★  Tomislav Hengl and Dennis J.J. Walvoort and Allan Brown.
Pixel (PM) and Colour Mixture (CM): GIS Techniques for Visualisation of Fuzziness and Uncertainty of Natural Resource Inventories. In Proceedings of the 5th International Symposium on Spatial Accuracy Assesment in Natural Resources and Environmental Sciences (Accuracy 2002), pp. 300--309, 2002.
Bibtex and Summary

★  Tomislav Hengl.
Visualisation of Uncertainty using the HSI Colour Model: Computations with Colours. In Proceedings of the 7th International Conference on GeoComputation, pp. 1--12, 2003.
Bibtex and Summary

★  Tomislav Hengl and Norair Toomanian.
Maps are not what they seem: representing uncertainty in soil-property maps. In M. Caetano and M. Painho (Eds.), Proceedings of the 7th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, pp. 805--813, 2006.
Bibtex and Summary

★  Jerry L. Hintze and Ray D. Nelson.
Violin Plots: A Box Plot-Density Trace Synergism. In The American Statistician, vol. 52, no. 2, pp. 181--184, 1998.
Bibtex and Summary

★  Paul A. Hirschberg and Elliot Abrams, editor(s).
A Weather and Climate Enterprise Strategic Implementation Plan for Generating and Communicating Forecast Uncertainty Information. American Meteorological Society, 2011.
Bibtex and Summary

★  Marcel Hlawatsch and Philipp Leube and Wolfgang Nowak and Daniel Weiskopf.
Flow Radar Glyphs & Static Visualization of Unsteady Flow with Uncertainty. In IEEE Transactions on Visualization and Computer Graphics, vol. 17, no. 12, pp. 1949--1958, 2011.
Bibtex and Summary

★  S. Hope and G. J. Hunter.
Testing the Effects of Positional Uncertainty on Spatial Decision-Making. In International Journal of Geographical Information Science, vol. 21, no. 6, pp. 645--665, 2007.
Bibtex and Summary

★  William Horwitz.
The Certainty of Uncertainty. In Journal of AOAC International, vol. 86, no. 1, pp. 109--111, 2003.
Bibtex and Summary

★  D. Howard and A. M. MacEachren.
Interface Design for Geographic Visualization: Tools for Representing Reliability. In Cartography and Geographic Information Science, vol. 23, no. 2, pp. 59--77, 1996.
Bibtex and Summary

★  Shiping Huang.
Exploratory Visualization of Data with Variable Quality. Masters Thesis, Worcester Polytechnic Institute, 2005.
Bibtex and Summary

★  Israel Huff and Chris Weigle and David C. Banks.
Ensemble-Space Visualization Improves Perception of 3D State of Molecular Dynamics Simulation. In Proceedings of the 5th symposium on Applied perception in graphics and visualization, pp. 163--170, 2008.
Bibtex and Summary

I

★  Victoria Interrante.
Harnessing Natural Textures for Multivariate Visualization. In IEEE Computer Graphics and Applications, vol. 20, no. 6, pp. 6--11, 2000.
Bibtex and Summary

J

★  J. Jakeman and M. Eldred and D. Xiu.
Numerical Approach for Quantification of Epistemic Uncertainty. In Journal of Computational Physics, vol. 229, pp. 4648--4663, 2010.
Bibtex and Summary

★  Joint Committee for Guides in Metrology.
JCGM 100: Evaluation of Measurement Data - Guide to the Expression of Uncertainty in Measurement. Technical Report, JCGM, 2008.
Bibtex and Summary

★  Joint Committee for Guides in Metrology.
JCGM 101: Evaluation of Measurement Data - Supplement 1 to the "Guide to the Expression of Uncertainty in Measurement" - Propagation of Distributions Using a Monte Carlo Method. Technical Report, JCGM, 2008.
Bibtex and Summary

★  Joint Committee for Guides in Metrology.
JCGM 104: Evaluation of Measurement Data - An Introduction to the "Guide to the Expression of Uncertainty in Measurement" and Related Documents. Technical Report, JCGM, 2009.
Bibtex and Summary

★  Joint Committee for Guides in Metrology.
JCGM 102: Evaluation of Measurement Data - Supplement 2 to the "Guide to the Expression of Uncertainty in Measurement" - Extension to Any Number of Output Quantities. Technical Report, JCGM, 2011.
Bibtex and Summary

★  Bin Jiang and Ferjan Ormeling and Wolfgang Kainz.
Visualization Support for Fuzzy Spatial Analysis. In Auto Carto 12, Charlotte, North Carolina, pp. 291--300, 1995.
Bibtex and Summary

★  B. Jiang and A. Brown and F.J. Ormeling.
Some Perceptual Aspects of Colouring Uncertainty. In Jan-Menno Kraak and Martin Molenaar (Eds.), Advances In GIS Research II, UK: Taylor & Francis, pp. 477--490, 1996.
Bibtex and Summary

★  Bin Jiang.
Linguistic Uncertainty: Modelling and Visualising. In The Dutch Cartographic Journal, vol. 23, no. 2, pp. 8--13, 1997.
Bibtex and Summary

★  Bin Jiang.
Visualisation of Fuzzy Boundaries of Geographic Objects. In Cartography, vol. 27, no. 2, pp. 41--46, 1998.
Bibtex and Summary

★  Chris R. Johnson and Allen R. Sanderson.
A Next Step: Visualizing Errors and Uncertainty. In IEEE Computer Graphics and Applications, vol. 23, no. 5, pp. 6--10, 2003.
Bibtex and Summary

★  Chris .R. Johnson.
Top Scientific Visualization Research Problems. In IEEE Computer Graphics and Applications, vol. 24, no. 4, pp. 13--17, 2004.
Bibtex and Summary

★  Derek K. Jones.
Determining and Visualizing Uncertainty in Estimates of Fiber Orientation from Diffusion Tensor MRI. In Magnetic Resonance in Medicine, vol. 49, pp. 7-12, 2003.
Bibtex and Summary

★  Abigail J. Jospeh and Suresh K. Lodha and Jose C. Renteria and Alex Pang.
UISURF: Visualizing Uncertainty in Isosurfaces. In Proceedings of the Computer Graphics and Imaging, pp. 184--191, 1999.
Bibtex and Summary

★  Susan Joslyn and Karla Pak and David Jones and John Pyles and Earl Hunt.
The Effect of Probabilistic Information on Threshold Forecasts. In Weather and Forecasting, vol. 22, pp. 804--812, 2007.
Bibtex and Summary

★  S. Joslyn and L. Nadav-Greenberg and R. M. Nichols.
Probability of Precipitation: Assessment and Enhancement of End-User Understanding. In Bulletin of the American Meteorological Society, vol. 90, no. 2, pp. 185--193, 2009.
Bibtex and Summary

★  S. L. Joslyn and J. E. LeClerc.
Uncertainty Forecasts Improve Weather-Related Decisions and Attenuate the Effects of Forecast Error. In Journal of Experimental Psychology: Applied, vol. 18, no. 1, pp. 126--140, 2012.
Bibtex and Summary

K

★  David Kao and Jennifer L. Dungan and Alex Pang.
Visualizing 2D probability distributions from EOS satellite image-derived data sets: a case study. In Proceedings Visualization, pp. 457--561, 2001.
Bibtex and Summary

★  David Kao and Alison Luo and Jennifer L. Dungan and Alex Pang.
Visualizing Spatially Varying Distribution Data. In Proceedings of the Sixth International Conference on Information Visualisation, 2002, pp. 219--225, 2002.
Bibtex and Summary

★  David Kao and Alison Love and Jennifer L. Dungan and Alex Pang.
Picturing Data with Uncertainty. In ACM SIGGRAPH 2004 Posters, pp. 104, 2004.
Bibtex and Summary

★  David Kao and Marc Kramer and Alison Luo and Jennifer Dungan and Alex Pang.
Visualizing Distributions from Multi-Return Lidar Data to Understand Forest Structure. In The Cartographic Journal, vol. 42, no. 1, pp. 35--47, 2005.
Bibtex and Summary

★  Gordon Kindlmann and Ross Whitaker and Tolga Tasdizen and Torsten Moller.
Curvature-Based Transfer Functions for Direct Volume Rendering: Methods and Applications. In Proceedings of the 14th IEEE Visualization 2003 (VIS'03), pp. 67--74, 2003.
Bibtex and Summary

★  Susan S. Kirschenbaum and James E. Arruda.
Effects of Graphic and Verbal Probability Information on Command Decision Making. In Human Factors: The Journal of the Human Factors and Ergonomics Society, vol. 36, no. 3, pp. 406--418, 1994.
Bibtex and Summary

★  Joe M. Kniss and Robert Van Uitert and Abraham Stephens and Guo-Shi Li and Tolga Tasdizen and Charles Hansen.
Statistically Quantitative Volume Visualization. In Proceedings of IEEE Visualization 2005, pp. 287--294, 2005.
Bibtex and Summary

★  Joe Michael Kniss.
Managing Uncertainty in Visualization and Analysis of Medical Data. In IEEE 5th International Symposium on Biomedical Imaging: From Nano to Macro, 2008. (ISBI 2008), pp. 832--835, 2008.
Bibtex and Summary

★  David A. Kobus and Sherry Proctor and Steven Holste.
Effects of Experience and Uncertainty During Dynamic Decision Making. In International Journal of Industrial Ergonomics, vol. 28, no. 5, pp. 275--290, 2001.
Bibtex and Summary

★  Edward L. Korn and Barry I. Graubard.
Scatterplots with Survey Data. In The American Statistician, vol. 52, no. 1, pp. 58--69, 1998.
Bibtex and Summary

★  Melanie Kunz and Lorenz Hurni.
Hazard Maps in Switzerland. In Proceedings of the 6th ICA Mountain Cartography Workshop, pp. 125--130, 2008.
Bibtex and Summary

★  Phaedon C. Kyriakidis.
Towards a Systems Approach to the Visualization of Spatial Uncertainty. In M. Caetano. and M. Painho (Eds.), Proceedings of the 7th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, pp. 48--62, 2006.
Bibtex and Summary

L

★  Anna-Liesa S. Lapinski.
A Strategy for Uncertainty Visualization Design. Technical Report, Defence Research and Development Canada, 2009.
Bibtex and Summary

★  J. Jack Lee and Z. Nora Tu.
A Versatile One-Dimensional Distribution Plot: The BLiP Plot. In The American Statistician, vol. 51, no. 4, pp. 353--358, 1997.
Bibtex and Summary

★  Bongshin Lee and George G Robertson and Mary Czerwinski and Cynthia Sims Parr.
CandidTree: visualizing structural uncertainty in similar hierarchies. In Information Visualization, vol. 6, pp. 233--246, 2007.
Bibtex and Summary

★  Michael Leitner and Barbara P. Buttenfield.
Guidelines for the Display of Attribute Certainty. In Cartography and Geographic Information Science,, vol. 27, no. 1, pp. 3--14, 2000.
Bibtex and Summary

★  Russel V. Lenth.
Comment on Rangefinder Box Plots. In The American Statistician, vol. 42, no. 1, pp. 87--88, 1988.
Bibtex and Summary

★  Hongwei Li and Chi-Wing Fu and Yinggang Li and Andrew J. Hanson.
Visualizing Large-Scale Uncertainty in Astrophysical Data. In IEEE Transactions on Visualization and Computer Graphics, vol. 13, no. 6, pp. 1640-1647, 2007.
Bibtex and Summary

★  Raanan Lipshitz and Orna Strauss.
Coping with Uncertainty: A Naturalistic Decision-Making Analysis. In Organizational Behavior and Human Decision Processes, vol. 69, no. 2, pp. 149--163, 1997.
Bibtex and Summary

★  Suresh K. Lodha and Catherine M. Wilson and Robert E. Sheehan.
LISTEN: sounding uncertainty visualization. In Proceedings Visualization '96, pp. 189--195, 1996.
Bibtex and Summary

★  Suresh K. Lodha and Alex Pang and Robert E. Sheehan and Craig M. Wittenbrink.
UFLOW: visualizing uncertainty in fluid flow. In Proceedings Visualization '96, pp. 249--254, 1996.
Bibtex and Summary

★  Suresh Lodha And Bob Sheehan and Alex Pang and Craig Wittenbrink.
Visualizing geometric uncertainty of surface interpolants. In Proceedings of the Conference on Graphics Interface '96, pp. 238--245, 1996.
Bibtex and Summary

★  Suresh K. Lodha and Nikolai M. Faaland and Amin P. Charaniya.
Visualization of uncertain particle movement. In Proceedings of the Computer Graphics and Imaging Conference, pp. 226--232, 2002.
Bibtex and Summary

★  Adriano Lopes and Ken Brodlie.
Accuracy in 3D Particle Tracing. In Hans-Christian Hege and Konrad Polthier (Eds.), Mathematical Visualization: Algorithms, Applications and Numerics, Springer Berlin Heidelberg, pp. 329--341, 1998.
Bibtex and Summary

★  Alison Love and Alex Pang and David Kao.
Visualizing Spatial Multivalue Data. In IEEE Computer Graphics and Applications, vol. 25, no. 3, pp. 69--79,.
Bibtex and Summary

★  Kim E. Lowell.
Outside-in, Inside-out: Two Methods of Generating Spatial Certainty Maps. In Proceedings, Second Annual Conference of GeoComputation, Dunedin, New Zealand, 1997.
Bibtex and Summary

★  K. Lowell and B. Christy and K. Benke and G. Day.
Modelling Fundamentals and the Quantification and Spatial Presentation of Uncertainty. In Journal of Spatial Science, vol. 56, no. 2, pp. 185--201, 2011.
Bibtex and Summary

★  Arko Lucieer.
Uncertainties in Segmentation and their Visualisation. PhD Thesis, Utrecht University and International Institute for Geo-Information Science and Earth Observation (ITC), 2004.
Bibtex and Summary

★  Arko Lucieer.
Visualization for Exploration of Uncertainty Related to Fuzzy Classification. In IEEE International Conference on Geoscience and Remote Sensing Symposium, 2006. IGARSS 2006., pp. 903--906, 2006.
Bibtex and Summary

★  Claes Lundström and Patric Ljung and Anders Persson and Anders Ynnerman.
Uncertainty Visualization in Medical Volume Rendering Using Probabilistic Animation. In IEEE Transactions on Visualization and Computer Graphics, vol. 13, no. 6, pp. 1648--1655, 2007.
Bibtex and Summary

★  Alison Luo and David Kao and Alex Pang.
Visualizing Spatial Distribution Data Sets. In VISSYM '03: Proceedings of the Symposium on Data visualisation 2003, pp. 29--38, 2003.
Bibtex and Summary

M

★  Alan M. MacEachren.
Visualizing Uncertain Information. In Cartographic Perspective, no. 13, pp. 10--19, 1992.
Bibtex and Summary

★  A.M. MacEachren and C.A. Brewer and L.W. Pickle.
Visualizing Georeferenced Data: Representing Reliability of Health Statistics. In Environment and Planning A, vol. 30, no. 9, pp. 1547--1561, 1997.
Bibtex and Summary

★  Alan M. MacEachren and Anthony Robinson and Susan Hopper and Steven Gardner and Robert Murray and Mark Gahegan and Elisabeth Hetzler.
Visualizing Geospatial Information Uncertainty: What We Know and What We Need to Know. In Cartography and Geographic Information Science, vol. 32, no. 3, pp. 139--160, 2005.
Bibtex and Summary

★  A. M. MacEachren and R. E. Roth and J. O'Brien and B. Li and D. Swingley and M. Gahegan.
Visual Semiotics & Uncertainty Visualization: An Empirical Study. In IEEE Transactions on Visualization and Computer Graphics, vol. 18, no. 12, pp. 2496--2505, 2012.
Bibtex and Summary

★  Maic Masuch and Thomas Strothotte.
Visualising Ancient Architecture using Animated Line Drawings. In Proceedings of the IEEE Conference on Information Visualization, pp. 261--266, 1998.
Bibtex and Summary

★  Maic Masuch and Bert Freudenberg and Babette Ludowici and Sebastian Kreiker and Thomas Strothotte.
Virtual Reconstruction of Medieval Architecture. In Proceedings of EUROGRAPHICS 1999, Short Papers, pp. 87--90, 1999.
Bibtex and Summary

★  Robert McGill and John W. Tukey and Wayne A. Larsen.
Variations of Box Plots. In The American Statistician, vol. 32, no. 1, pp. 12--16, 1978.
Bibtex and Summary

★  McKinnon, Alan E. and Raymond, Emma.
Visualising the probability distribution function of uncertain data: application to stochastic modelling of ground water solute transport. In Proceedings of the 2001 Asia-Pacific symposium on Information visualisation - Volume 9, pp. 139--142, 2001.
Bibtex and Summary

★  James R. Miler and Daniel C. Cliburn and Johannes J. Feddema and Terry A. Slocum.
Modeling and Visualizing Uncertainty in a Global Water Balance Model. In Proceedings of the 2003 ACM symposium on Applied computing, pp. 972--978, 2003.
Bibtex and Summary

★  Katherine L. Monti.
Folded Empirical Distribution Function Curves-Mountain Plots. In The American Statistician, vol. 49, no. 4, pp. 342--345, 1995.
Bibtex and Summary

★  R. E. Morss and J. L. Demuth and J. K. Lazo.
Communicating Uncertainty in Weather Forecasts: A Survey of the U.S. Public. In Weather and Forecasting, vol. 23, no. 5, pp. 974--991, 2008.
Bibtex and Summary

N

★  L. Nadav-Greenberg and S. L. Joslyn and M. U. Taing.
The effect of uncertainty visualizations on decision-making in weather forecasting. In Proc.\ 8th International Conference of Naturalistic Decision Making, 2007.
Bibtex and Summary

★  L. Nadav-Greenberg and S. L. Joslyn and M. U. Taing.
The effect of uncertainty visualizations on decision making in weather forecasting. In Journal of Cognitive Engineering and Decision Making, vol. 2, no. 1, pp. 24--47, 2008.
Bibtex and Summary

★  Timothy S. Newman and William Lee.
On visualizing uncertainty in volumetric data: techniques and their evaluation. In Journal of Visual Languages and Computing, vol. 15, pp. 463--491, 2004.
Bibtex and Summary

★  George E. Newman and Brian J. Scholl.
Bar Graphs Depicting Averages are Perceptually Misinterpreted: The Within-the-Bar Bias. In Psychonomic Bulletin & Review, vol. 19, no. 4, pp. 6014--607, 2012.
Bibtex and Summary

★  National Research Council.
Assessing the Reliability of Complex Models: Mathematical and Statistical Foundations of Verification, Validation, and Uncertainty Quantification. Technical Report, NRC, The National Academies Press, 2012.
Bibtex and Summary

O

★  Chris Olston and Jock D. Mackinlay.
Visualizing Data with Bounded Uncertainty. In Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02), pp. 37--40, 2002.
Bibtex and Summary

★  R.S. Allendes Osorio and K.W. Brodlie.
Contouring with Uncertainty. In 6th Theory and Practice of Computer Graphics Conference, pp. 59--66, 2008.
Bibtex and Summary

★  R. S. Allendes Osorio and K. W. Brodlie.
Uncertain Flow Visualization using LIC. In 7th EG UK Theory and Practice of Computer Graphics, pp. 1--9, 2009.
Bibtex and Summary

★  Mathias Otto and Mykhaylo Nykolaychuk and Tobias Germer and Klaus Richter and Holger Theisel.
Evaluation of Motion Data with Uncertain 2D Vector Fields. In Poster Abstracts at Eurographics/ IEEE-VGTC Symposium on Visualization, pp. 1--2, 2010.
Bibtex and Summary

★  Mathias Otto and Tobias Germer and Hans-Christian Hege and Holger Theisel.
Uncertain 2D Vector Field Topology. In Computer Graphics Forum, vol. 29, no. 2, pp. 347--356, 2010.
Bibtex and Summary

★  Mathias Otto and Tobias Germer and Holger Theisel.
Uncertain topology of 3D vector fields. In IEEE Pacific Visualization Symposium (PacificVis), pp. 67--74, 2011.
Bibtex and Summary

P

★  Alex Pang and Jeff Furman.
Data Quality Issues in Visualization. In SPIE vol. 2278 Visual Data Exploration and Analysis, pp. 12--23, 1994.
Bibtex and Summary

★  Alex Pang and Craig Wittenbrink and Suresh Lodha..
Approaches to Uncertainty Visualization. In The Visual Computer, vol. 13, no. 8, pp. 370--390, 1997.
Bibtex and Summary

★  Alex Pang.
Visualizing Uncertainty in Geo-spatial Data. In Proceedings of the Workshop on the Intersections between Geospatial Information and Information Technology, 2001.
Bibtex and Summary

★  Alex Pang.
Visualizing Uncertainty in Natural Hazards. In Risk, Governance and Society, vol. 14, pp. 261--294, 2008.
Bibtex and Summary

★  M. P. Paulus and N. Hozack and B. Zauscher and J. E. McDowell and L. Frank and G. G. Brown and D. L. Braff.
Prefrontal, Parietal, and Temporal Cortex Networks Underlie Decision-Making in the Presence of Uncertainty. In Neuroimage, vol. 13, no. 1, pp. 91--100, 2001.
Bibtex and Summary

★  Mark Pauly and Niloy J. Mitra and Leonidas Guibas.
Uncertainty and Variability in Point Cloud Surface Data. In Symposium on Point-Based Graphics, pp. 77--84, 2004.
Bibtex and Summary

★  Edzer J. Pebesma and Derek Karssenberg and Kor de Jong.
Dynamic Visualisation of Spatial and Spatio-Temporal Probability Distribution Functions. In M. Caetano and M. Painho (Eds.), 7th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences., pp. 825--831, 2006.
Bibtex and Summary

★  Edzer J. Pebesma and Kor de Jonga and David Briggs.
Interactive Visualization of Uncertain Spatial and Spatio-Temporal Data Under Different Scenarios: an Air Quality Example. In International Journal of Geographical Information Science, vol. 21, no. 5, pp. 515--527, 2007.
Bibtex and Summary

★  Tobias Pfaffelmoser and Matthias Reitinger and Rüdiger Westermann.
Visualizing the Positional and Geometrical Variability of Isosurfaces in Uncertain Scalar Fields. In Computer Graphics Forum, vol. 30, no. 3, pp. 951--960, 2011.
Bibtex and Summary

★  Tobias Pfaffelmoser and Rüdiger Westermann.
Visualization of Global Correlation Structures in Uncertain 2D Scalar Fields. In Computer Graphics Forum, vol. 31, no. 3, pp. 1025--1034, 2012.
Bibtex and Summary

★  Tobias Pfaffelmoser and Rüdiger Westermann.
Correlation Visualization for Structural Uncertainty Analysis. In International Journal for Uncertainty Quantification, vol. 3, no. 2, pp. 171--186, 2013.
Bibtex and Summary

★  Dieter Pfoser and Christian S. Jensen.
Capturing the Uncertainty of Moving-Object Representations. In Advances in Spatial Databases Lecture Notes in Computer Science, vol. 1651, pp. 111-131, 1999.
Bibtex and Summary

★  Binh Pham and Alex Streit and Ross Brown.
Visualisation of Information Uncertainty: Progress and Challenges. In Robert Liere, Tony Adriaansen and Elena Zudilova-Seinstra (Eds.), Trends in Interactive Visualization, Springer London, pp. 1-30, 2009.
Bibtex and Summary

★  B. Plewe.
The Nature of Uncertainty in Historical Geographic Information. In Transactions in GIS, vol. 6, no. 4, pp. 431--456, 2002.
Bibtex and Summary

★  M. C. Politi and P. K. J. Han and N. F. Col.
Communicating the Uncertainty of Harms and Benefits of Medical Interventions. In Medical Decision Making, vol. 27, no. 5, pp. 681--695, 2007.
Bibtex and Summary

★  Jeffrey S. Pontius and Rhoda M. Schantz.
Graphical Analyses of a Two-Period Crossover Design. In The American Statistician, vol. 48, no. 3, pp. 249--253, 1994.
Bibtex and Summary

★  Kai Pöthkow and Hans-Christian Heg.
Positional Uncertainty of Isocontours: Condition Analysis and Probabilistic Measures. In IEEE Transactions on Visualization and Computer Graphics, vol. PP, no. 99, pp. 1-15, 2010.
Bibtex and Summary

★  Kai Pöthkow and Britta Weber and Hans-Christian Hege.
Probabilistic Marching Cubes. In Computer Graphics Forum, vol. 30, no. 3, pp. 931-940, 2011.
Bibtex and Summary

★  Kristin Potter and Amy Gooch and Bruce Gooch and Peter Willemsen and Joe Kniss and Richard Riesenfeld and Peter Shirley.
3D Line Textures and the Visualization of Confidence in Architecture. Technical Report, University of Utah, no. UUCS-07-005, 2007.
Bibtex and Summary

★  Kristin Potter and Joe Kniss and Richard Riesenfeld.
Visual Summary Statistics. Technical Report, Univeristy of Utah, no. UUCS-07-004, 2007.
Bibtex and Summary

★  Kristin Potter and Jens Krüger and Christopher Johnson.
Towards the Visualization of Multi-Dimensional Stochastic Distribution Data. In Proceedings of The International Conference on Computer Graphics and Visualization (IADIS) 2008, 2008.
Bibtex and Summary

★  Kristin Potter and Andrew Wilson and Peer-Timo Bremer and Dean Williams and Charles Doutriaux and Valerio Pascucci and Chris R. Johhson.
Ensemble-Vis: A Framework for the Statistical Visualization of Ensemble Data. In IEEE Workshop on Knowledge Discovery from Climate Data: Prediction, Extremes., pp. 233--240, 2009.
Bibtex and Summary

★  Kristin Potter and Amy Gooch and Bruce Gooch and Peter Willemsen and Joe Kniss and Richard Riesenfeld and Peter Shirley.
Resolution Independent NPR-Style 3D Line Textures. In Computer Graphics Forum, vol. 28, no. 1, pp. 52--62, 2009.
Bibtex and Summary

★  Kristin Potter and Andrew Wilson and Peer-Timo Bremer and Dean Williams and Charles Doutriaux and Valerio Pascucci and Chris R. Johhson.
Visualization of Uncertainty and Ensemble Data: Exploration of Climate Modeling and Weather Forecast Data with Integrated ViSUS-CDAT Systems. In Journal of Physics: Conference Series, vol. 180, no. 012089, pp. (published online), 2009.
Bibtex and Summary

★  Kristin Potter.
The Visualization of Uncertainty. PhD Thesis, University of Utah, 2010.
Bibtex and Summary

★  Kristin Potter and Joe Kniss and Richard Riesenfeld and Chris R. Johnson.
Visualizing Summary Statistics and Uncertainty. In Computer Graphics Forum (Proceedings of Eurovis 2010), vol. 29, no. 3, pp. 823-831, 2010.
Bibtex and Summary

★  Jörg-Stefan Praßni and Timo Ropinski and Klaus Hinrichs.
Uncertainty-Aware Guided Volume Segmentation. In IEEE Transactions on Visualization and Computer Graphics, vol. 16, no. 6, pp. 1358-1365, 2010.
Bibtex and Summary

Q

R

★  Svetlozar T. Rachev and Stoyan V. Stoyanov and Frank J. Fabozzi.
Advanced Stochastic Models, Risk Assessment, and Portfolio Optimization: The Ideal Risk, Uncertainty, and Performance Measures. John Wiley and Sons, 2008.
Bibtex and Summary

★  M. H. Ramos and T. Mathevet and J. Thielen and F. Pappenberger.
Communicating uncertainty in hydro-meteorological forecasts: mission impossible?. In Meteorological Applications, vol. 17, no. 2, pp. 223--235, 2010.
Bibtex and Summary

★  Penny Rheingans and Shrikant Joshi.
Visualization of Molecules with Positional Uncertainty. In Proceedings of the Joint Eurographics and IEEE TCVG Symposium on Visualization, (Data Visualization '99), pp. 299--306, 1999.
Bibtex and Summary

★  Philip J. Rhodes and Robert S. Laramee and R. Daniel Bergeron and Ted M. Sparr.
Uncertainty Visualization Methods in Isosurface Rendering. In EUROGRAPHICS 2003 Short Papers, pp. 83-88, 2003.
Bibtex and Summary

★  Maria Riveiro.
Evaluation of uncertainty visualization techniques for information fusion. In 10th International Conference on Information Fusion, pp. 1--8, 2007.
Bibtex and Summary

★  Peter J. Rousseeuw and Ida Ruts and John W. Tukey.
The Bagplot: A Bivariate Boxplot. In The American Statistician, vol. 53, no. 4, pp. 382--287, 1999.
Bibtex and Summary

★  C. Roy and W. Oberkampf.
A comprehensive framework for verification, validation and uncertainty quantification in scientific computing. In Computer Methods in Applied Mechanics and Engineering, vol. 200, pp. 2131--2144, 2011.
Bibtex and Summary

S

★  Ahmed Saad and Ghassan Hamarneh and Torsten Möller.
Exploration and Visualization of Segmentation Uncertainty using Shape and Appearance Prior Information. In IEEE Transactions on Visualization and Computer Graphics, vol. 16, no. 6, pp. 1366 - 1375, 2010.
Bibtex and Summary

★  Jibonananda Sanyal and Song Zhang and Gargi Bhattacharya and Phil Amburn and Robert J. Moorhead.
A User Study to Compare Four Uncertainty Visualization Methods for 1D and 2D Datasets. In IEEE Transactions on Visualization and Computer Graphics, vol. 15, no. 6, pp. 1209--1218, 2009.
Bibtex and Summary

★  Jibonananda Sanyal and Song Zhang and Jamie Dyer and Andrew Mercer and Philip Amburn and Robert J. Moorhead.
Noodles: A Tool for Visualization of Numerical Weather Model Ensemble Uncertainty. In IEEE Transactions on Visualization and Computer Graphics, vol. 16, no. 6, pp. 1421 - 1430, 2010.
Bibtex and Summary

★  Greg S. Schmidt and Sue-Ling Chen and Aaron N. Bryden and Mark A. Livingston and Lawrence J. Rosenblum and Bryan R. Osborn.
Multidimensional visual representations for underwater environmental uncertainty. In IEEE Computer Graphics and Applications, vol. 24, no. 5, pp. 56--65, 2004.
Bibtex and Summary

★  Diane Mary Schweizer and Michael F Goodchild.
Data Quality and Choropleth Maps: An Experiment with the Use of Color. In Proceedings, GIS/LIS, pp. 686--699, 1992.
Bibtex and Summary

★  Amber L. Simpson and Burton Ma and Elvis C. S. Chen and Randy E. Ellis and A. James Stewart.
Using Registration Uncertainty Visualization in a User Study of a Simple Surgical Task. In Medical Image Computing and Computer-Assisted Intervention. (MICCAI 2006), vol. 4191, pp. 397--404, 2006.
Bibtex and Summary

★  Meredith Skeels and Bongshin Lee and Greg Smith and George Robertson.
Revealing Uncertainty for Information Visualization. In Information Visualization, vol. 9, no. 1, pp. 70--81, 2010.
Bibtex and Summary

★  Aidan Slingsby and Jason Dykes and Jo Wood.
Exploring Uncertainty in Geodemographics with Interactive Graphics. In IEEE Transactions on Visualization and Computer Graphics, vol. 17, no. 12, pp. 2545--2554, 2011.
Bibtex and Summary

★  Terry A. Slocum and Daniel C. Cliburn and Johannes J. Feddema and James R. Miller.
Evaluating the Usability of a Tool for Visualizing the Uncertainty of the Future Global Water Balance. In Cartography and Geographic Information Science, vol. 30, no. 4, pp. 299--317, 2003.
Bibtex and Summary

★  David Spiegelhalter and Mike Pearson and Ian Short.
Visualizing Uncertainty About the Future. In Science, vol. 333, no. 6048, pp. 1393--1400, 2011.
Bibtex and Summary

★  Alexander Streit and Binh Pham and Ross Brown.
A Spreadsheet Approach to Facilitate Visualization of Uncertainty in Information. In IEEE Transactions on Visualization and Computer Graphics, vol. 14, no. 1, pp. 61--72, 2008.
Bibtex and Summary

★  Thomas Strothotte and Maic Masuch and Tobias Isenberg.
Visualizing Knowledge about Virtual Reconstructions of Ancient Architecture. In Proceedings of Computer Graphics International, pp. 36--43, 1999.
Bibtex and Summary

★  Thomas Strothotte and Matthias Puhle and Maic Masuch and Bert Freudenberg and Sebastian Kreiker and Babette Ludowici.
Visualizing Uncertainty in Virtual Reconstructions. In Proceedings of Electronic Imaging and the Visual Arts, EVA Europe '99, pp. 16, 1999.
Bibtex and Summary

★  Min Sun and David W. S. Wong.
Incorporating Data Quality Information in Mapping American Community Survey Data. In Cartography and Geographic Information Science, vol. 37, no. 4, pp. 285--300, 2010.
Bibtex and Summary

T

★  Man-zhi Tan and Jie.
Visualization of Uncertainty Associated with Spatial Prediction of Continuous Variables using HSI Color Model: a Case Study of Prediction of pH for Topsoil in Peri-Urban Beijing, China. In Journal of Forestry Research, vol. 19, no. 4, pp. 319--322, 2008.
Bibtex and Summary

★  Barry N. Taylor and Chris E. Kuyatt.
Guidelines for Evaluating and Expressing the Uncertainty of NIST Measurement Results. Technical Report, NIST Tecnical Note 1297, 1994.
Bibtex and Summary

★  Sabine Theis.
Comparing Efficiency and Cognitive Load of Uncertain Data Visualizations. Masters Thesis, University of Amsterdam, 2011.
Bibtex and Summary

★  Judi Thomson and Beth Hetzlera and Alan MacEachrenb and Mark Gaheganb and Misha Pavel.
A Typology for Visualizing Uncertainty. In Proceedings of SPIE. Vol. SPIE-5669, pp. 146--157, 2005.
Bibtex and Summary

★  Phattrawan Tongkumchum.
Two-Dimensional Box Plot. In Songklanakarin Journal of Science and Technology, vol. 27, no. 4, pp. 859--866, 2005.
Bibtex and Summary

★  J. Trau and L Hurni.
Possibilities of Incorporating and Visualizing Uncertanty in Natural Hazard Prediction Maps. In Proceedings of the XXIII International Cartographic Conference, 2007.
Bibtex and Summary

★  John W. Tukey.
Data-Based Graphics: Visual Display in the Decades to Come. In Statistical Science, vol. 5, no. 3, pp. 327--339, 1990.
Bibtex and Summary

★  A. Tversky and D. Kahneman.
Advances in Prospect Theory: Cumulative Representation of Uncertainty. In Journal of Risk and uncertainty, vol. 5, no. 4, pp. 297--323, 1992.
Bibtex and Summary

U

★  Andrea Unger and Philipp Muigg and Helmut Doleisch and Heidrun Schumann.
Visualizing Statistical Properties of Smoothly Brushed Data Subsets. In 12th International Conference on Information Visualization, pp. 233-239, 2008.
Bibtex and Summary

V

★  Frans J.M Van der Wel and Linda C Van der Gaag and Ben G.H Gorte.
Visual Exploration of Uncertainty in Remote-Sensing Classification. In Computers & Geosciences, vol. 24, no. 4, pp. 335--343, 1998.
Bibtex and Summary

★  Judith Anne Verstegen and Floor van der Hilst and Derek Karssenberg and AndrĂ© Faaij.
Communicating Uncertainty in Spatial Decision Support Systems: a Case Study of Bioenergy-Crop Potentials in Mozambique. In Geophysical Research Abstracts, vol. 13, no. EGU2011-8339, 2011.
Bibtex and Summary

W

★  Howard Wainer.
Depicting Error. In The American Statistician, vol. 50, no. 2, pp. 101-111, 1996.
Bibtex and Summary

★  H. Wainer.
Picturing the Uncertain World: How to Understand, Communicate and Control Uncertainty Through graphical Display. Princeton University Press, 2009.
Bibtex and Summary

★  Jürgen Waser and Raphael Fuchs and Hrvoje Ribi\vc.
World Lines. In IEEE Transactions on Visualization and Computer Graphics, vol. 16, no. 6, pp. 1458-1467, 2010.
Bibtex and Summary

★  E. T. Watkins.
Improving the Analyst and Decision-Maker's Perspective Through Uncertainty Visualization. Masters Thesis, Air Force Institute of Technology, 2000.
Bibtex and Summary

★  S. Watts and G. Shankaranarayanan and A. Even.
Data Quality Assessment in Context: A Cognitive Perspective. In Decision Support Systems, vol. 48, no. 1, pp. 202--211, 2009.
Bibtex and Summary

★  J. Florian Wellmann and Klaus Regenauer-Lieb.
Uncertainties have a meaning: Information entropy as a quality measure for 3-D geological models. In Tectonophysics, vol. 526-529, pp. 207-216, 2012.
Bibtex and Summary

★  Leland Wilkinson.
Dot Plots. In The American Statistician, vol. 53, no. 3, pp. 276--281, 1999.
Bibtex and Summary

★  Leland Wilkinson.
Presentation Graphics. In International Encyclopedia of the Social and Behavioral Sciences, vol. 9, pp. 6369--6379, 2001.
Bibtex and Summary

★  Matthew Williams and Dan Cornford and Lucy Bastin and Ben Ingram.
UncertML: An XML Schema for Exchanging Uncertainty. In Proceedings of the GIS Research UK 16th Annual Conference GISRUK 2008, pp. 275--279, 2008.
Bibtex and Summary

★  Craig Wittenbrink and Alex Pang and Suresh Lodha.
Verity Visualization: Visual Mappings. Technical Report, University of California at Santa Cruz, 1995.
Bibtex and Summary

★  Craig M. Wittenbrink and Alex T. Pang and Suresh K. Lodha.
Glyphs for Visualizing Uncertainty in Vector Fields. In IEEE Transactions on Visualization and Computer Graphics, vol. 2, no. 3, pp. 266--279, 1996.
Bibtex and Summary

★  Katherine Wray.
Using the Creative Design Process to Develop Illustrative Rendering Techniques to Represent Information Quality. In The Journal of Young Investigators, vol. 17, no. 2, 2007.
Bibtex and Summary

★  Yingcai Wu and Guo-Xun Yuan and Kwan-Liu Ma.
Visualizing Flow of Uncertainty through Analytical Processes. In IEEE Transactions on Visualization and Computer Graphics, vol. 18, no. 12, pp. 2526--2535, 2012.
Bibtex and Summary

X

★  Zaixian Xie and Shiping Huang and Mattew Ward and Elke Rundensteiner.
Exploratory Visualization of Multivariate Data with Variable Quality. In IEEE Symposium on Visual Analytics Science and Technology, pp. 183--190, 2006.
Bibtex and Summary

Y

★  Xiaobai Yao and Bin Jiang.
Visualization of Qualitative Locations in Geographic Information Systems. In Cartography and Geographic Information Science, vol. 32, no. 4, pp. 219--229, 2005.
Bibtex and Summary

Z

★  Björn Zehner and Norihiro Watanabe and Olaf Kolditz.
Visualization of Gridded Scalar Data with Uncertainty in Geosciences. In Computers & Geosciences, vol. 36, no. 10, pp. 1268-1275, 2010.
Bibtex and Summary

★  Robert C. Zeleznik and Kenneth P. Herndon and John F. Hughes.
SKETCH: An Interface for Sketching 3D Scenes. In Computer Graphics, Proceedings of Siggraph 1996, pp. 163--170, 1996.
Bibtex and Summary

★  Brian Zier and Atsushi Inoue.
Fuzzy Relational Visualization for Decision Support. In Proceedings of the Twenty-Second Midwest Artificial Intelligence and Cognitive Science Conference, Cincinatti, OH, pp. 8--15, 2011.
Bibtex and Summary

★  T. Zuk and S. Carpendale and W. D. Glanzman.
Visualizing Temporal Uncertainty in 3D Virtual Reconstructions. In Proceedings of the 6th International Symposium on Virtual Reality, Archaeology and Cultural Heritage (VAST 2005), pp. 99--106, 2005.
Bibtex and Summary

★  Torre Zuk and Sheelagh Carpendale.
Theoretical Analysis of Uncertainty Visualizations. In Proceedings of SPIE, pp. 66--79, 2006.
Bibtex and Summary

★  Torre Zuk and Sheelagh Carpendale.
Visualization of Uncertainty and Reasoning. In Proceedings of the 8th International Symposium on Smart Graphics, pp. 164--177, 2007.
Bibtex and Summary

★  Torre Zuk and Jon Downton and David Gray and Sheelagh Carpendale and JD Liang.
Exploration of Uncertainty in Bidirectional Vector Fields. In Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, vol. 6809, 2008.
Bibtex and Summary

★  Torre D. Zuk.
Visualizing Uncertainty. PhD Thesis, Department of Computer Science, University of Calgary, 2008.
Bibtex and Summary

Other Links & References

Uncertainty Processing and Information Fusion for Visualization (ppt)
UCSC Uncertainty Visualization Website
Object uncertainty visualization
Current Limitations of Uncertainty Visualization
Uncertainty Visualization in Isosurface Volume Rendering: A Case Study
R. Brecheisen, B. Platel, B.M. ter Haar Romenij, A. Vilanova: Illustrative Uncertainty Visualization for DTI Fiber Pathways. Poster Proceedings of EuroVis 2011
Goodchild M, Buttenfield B, Wood J. An introduction to visualizing data validity. In: Hearnshaw H, Unwin D, editors. Visualization in geographical information systems. New York: Wiley, 1994. p. 141-9.