Uncertainty Visualization and Data References

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★  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.

★  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.

★  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.

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

★  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.

★  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.

★  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.

★  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.

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

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

★  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.

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

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

★  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.

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

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

★  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.

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

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

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

★  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.

★  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.

★  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.

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

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

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

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

★  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.

★  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.

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

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

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

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

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

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

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

★  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.

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

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

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

★  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.

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

★  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.

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

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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.

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

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

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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.

★  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.

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

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

★  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.

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

★  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.

★  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.

★  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.

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

★  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.

★  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.

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

★  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.

★  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.

★  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.

★  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.

★  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,.

★  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.

★  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.

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

★  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.

★  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.

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