J. Cox, D. House, and M. Lindell, "Visualizing Uncertainty in Predicted Hurricane Tracks", International Journal for Uncertainty Quantification, 3(2):143–156, 2013.
R. T. Whitaker, M. Mirzargar, R. M. Kirby, "Contour Boxplots: A Method for Characterizing Uncertainty in Feature Sets from Simulation Ensembles", IEEE Transaction on Visualization and Computer Graphics (TVCG), vol. 19, no. 12, pp. 2713-2722, 2013.
M. K. Lindell, "Judgment and Decision Making", In M. Webster and J. Sell (eds.). Laboratory Experiments in the Social Sciences, 2nd ed., pp. 403-431, San Diego CA, Academic Press, 2014.
M. Mirzargar, R. T. Whitaker, R. M. Kirby, "Curve Boxplot: Generalization of Boxplot for Ensembles of Curves", IEEE Transaction on Visualization and Computer Graphics (TVCG), vol. 20, no. 12, pp. 2654-2663, 2014.
L. M. Padilla, G. Hansen, I. T. Ruginski, H. S. Kramer, W. B. Thompson, S. H. Creem-Regehr, "The influence of different graphical displays on nonexpert decision making under uncertainty", Journal of Experimental Psychology, vol. 21, no. 1, pp. 37-46, 2014.
H-L. Wei, M. K. Lindell, C. S. Prater, "Certain Death from Storm Surge: A Comparative Study of Household Responses to Warnings About Hurricanes Rita and Ike", Weather, Climate & Society, vol. 6, pp. 425–433, 2014.
H-C. Wu, M. K. Lindell, C. S. Prater, C. D. Samuelson, "Effects of Track and Threat Information on Judgments of Hurricane Strike Probability", Risk Analysis, vol. 34, pp. 1025-1039, 2014.
T. H. Wu, M. K. Lindell, C. S. Prater, "Strike probability judgments and protective action recommendations in a dynamic hurricane tracking task", Natural Hazards, 2014.
Y. He, M. Mirzargar, R. M. Kirby, "Mixed Aleatory and Epistemic Uncertainty Quantification Using Fuzzy Set Theory", International Journal of Approximate Reasoning, Vol. 66, pp. 1-15, 2015.
Y He, M. Mirzargar, S. Hudson, R. M. Kirby, R. T. Whitaker, "An Uncertainty Visualization Technique using Possibility Theory: Possibilistic Marching Cubes", International Journal for Uncertainty Quantification, 5(5), 2015
S. Huang, M. K. Lindell, C. S. Prater, "Who Leaves and Who Stays? A Review and Statistical Meta-Analysis of Hurricane Evacuation Studies", Natural Hazards, 2015.
M. K. Lindell, S. Huang, H-L Wei, C. D. Samuelson, "Perceptions and expected immediate reactions to tornado warning polygons", Natural Hazards, 2015.
L. Liu, M. Mirzargar, R.M. Kirby, R. Whitaker, and D. H. House, "Visualizing Time-Specific Hurricane Predictions, with Uncertainty, from Storm Path Ensembles", Computer Graphics Forum, 34(3), pp 371–380, 2015.
G. McKenzie, M. Hegartyb, T. Barrettb, and M. Goodchild, "Assessing the Effectiveness of Different Visualizations for Judgments of Positional Uncertainty", International Journal of Geographical Information Science, 2015.
M. Meyer, M. Sedlmair, S. Quinan, T. Munzner, "The Nested Blocks and Guidelines Model", Journal of Information Visualization, Special Issue on Evaluation (BELIV), vol. 14, no. 3, pp. xx-xx, 2015.
M. Mirzargar, Y. He, R. M. Kirby, "Application of Uncertainty Modeling Frameworks to Uncertain Isosurface Extraction", The Fourth International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM), 2015.
P. S. Quinan, and M. Meyer, "Visually Comparing Weather Features in Forecasts", IEEE Transactions on Visualization and Computer Graphics (TVCG), 22 (1), 389-398. 2015.
T. H. Wu, M. K. Lindell, C. S. Prater, "Process Tracing Analysis of Hurricane Information Displays", Risk Analysis, 2015.
Wu, H-C., Lindell, M.K. & Prater, C.S. "Strike probability judgments and protective action recommendations in a dynamic hurricane tracking task." Natural Hazards, 79, 355-380. DOI 10.1007/s11069-015-1846-z. 2015.
M. Hegarty, A. Friedman, A. Boone, T. J. Barrett, "Where are you? The effect of uncertainty and its visual representation on location judgments in GPS-like displays ", Journal of Experimental Psychology: Applied, 2016
Huang, S-K, Lindell, M.K. & Prater, C.S. "Toward a multi-stage model of hurricane evacuation decision: An empirical study of Hurricanes Katrina and Rita." Natural Hazards Review, 18(3), 05016008 1-15. DOI: 10.1061/(ASCE)NH.1527-6996.0000237. 2016
Huang, S-K., Lindell, M.K. & Prater, C.S. "Who leaves and who stays? A review and statistical meta-analysis of hurricane evacuation studies." Environment and Behavior, 48, 991-1029. DOI: 10.1177/0013916515578485. 2016
L. Liu, A. Boone, I. Ruginski, L. Padilla, M. Hegarty, S. H. Creem-Regehr, W. B. Thompson, " Uncertainty Visualization by Representative Sampling from Prediction Ensembles ", Transactions on Visualization and Computer Graphics, 2016
L. M. Padilla, S. P. Quinan, M. Meyer, S. H. Creem-Regehr, "Evaluating the Impact of Binning 2D Scalar Fields", IEEE Transactions on Visualization and Computer Graphics, 2016
M. Raj, M. Mirzargar, J. S. Preston, R. M. Kirby, R. T. Whitaker, "Evaluating Alignment of Shapes via Ensemble Visualization", IEEE Computer Graphics and Applications, 36 (3), 60-71, 2016
I. T. Ruginski, A. P. Boone, L. M. Padilla, L. Liu, N. Heydari, H. S. Kramer, M. Hegarty, W. B. Thompson, D. H. House, S. H. Creem-Regehr, "Non-expert interpretations of hurricane forecast uncertainty visualizations", Spatial Cognition & Computation, 2016
Cova, T.J., Dennison, P.E., Li, D., Drews, F.A., Siebeneck, L.K., & Lindell, M.K. "Warning triggers in environmental hazards: Who should be warned to do what and when?", Risk Analysis, 37, 601-611. DOI: 10.1111/risa.12651. 2017
Huang, S-K., Lindell, M.K., Wei, H-L. & Samuelson, C.D. "Perceptions, behavioral expectations, and implementation timing for response actions in a hurricane emergency." Natural Hazards, 88(1), 533-558. DOI 10.1007/s11069-017-2877-4. 2017
Lindell, M.K., Brody, S.D. & Highfield, W.E. "Financing housing recovery through hazard insurance: The case of the National Flood Insurance Program.", In A. Sapat and A-M Esnard. Coming Home After Disaster: Multiple Dimensions of Housing Recovery (pp. 50-65). Boca Raton FL: CRC Press. ISBN 978-1-4987-2286-5. 2017
L. Liu, A. Boone, I. Ruginski, L. Padilla, M. Hegarty, S. H. Creem-Regehr, W. B. Thompson, C. Yuksel, and D. H. House, " Uncertainty Visualization by Representative Sampling from Prediction Ensembles ", IEEE Transactions on Visualization and Computer Graphics, 2017
L. Padilla, I. Ruginski, S. H. Creem-Regehr, " Effects of ensemble and summary displays on interpretations of geospatial uncertainty data ", Cognitive Research: Principles and Implications, 2017
M. Raj, M. Mirzargar, R. Ricci, R. M. Kirby, R. T. Whitaker, "Path Boxplots: A Method for Characterizing Uncertainty in Path Ensembles on a Graph;", Journal of Computational and Graphical Statistics, 26 (2), 243-252, 2017
M. Raj, R. Whitaker, "Anisotropic Radial Layout for Visualizing Centrality and Structure in Graphs", 25th International Symposium on Graph Drawing & Network Visualization ", 2017
Boone, A. P., Gunalp, P., & Hegarty, M.. Explicit versus actionable knowledge: The influence of explaining graphical conventions on interpretation of hurricane forecast visualizations. Journal of Experimental Psychology: Applied, 24(3), 275-295. 2018
Jon, I., Huang, S-K., & Lindell, M.K. "Perceptions and reactions to tornado warning polygons: Would a gradient polygon be useful?", International Journal of Disaster Risk Reduction, 30, 132-144. DOI: 10.1016/j.idrr.2018.01.035. 2018
Lindell, M.K., Murray-Tuite, P., Wolshon, B. & Baker, E.J., " Large-Scale Evacuation: The Analysis, Modeling, and Management of Emergency Relocation from Hazardous Areas." New York: Routledge. ISBN 978-1-4822-5985-8, 2018
Lindell, M.K. " Communicating imminent risk." In H. Rodríguez, J. Trainor, and W. Donner (eds.) Handbook of Disaster Research, 2nd ed. (pp. 449-477). New York: Springer. ISBN 978-3-319-63253-7. 2018
Lindell, M.K., House, D.H., Gestring, J. & Wu, H-C. "A tutorial on DynaSearch: A web-based system for collecting process tracing data in dynamic decision tasks." Behavior Research Methods. DOI: 10.3758/s13428-018-1119-3.2018
L. Liu, L. Padilla, S.H. Creem-Regehr, S., D. House, "Visualizing uncertain tropical cyclone predictions using representative samples from ensembles of forecast tracks. ", IEEE Transactions on Visualization and Computer Graphics, 2018
M. Mirzargar, R. Whitaker" Representative Consensus from Limited‐Size Ensembles ", Computer Graphics Forum, 2018
L. Padilla, S.H. Creem-Regehr, M. Hegarty, J.K. Stefanucci" Decision making with visualizations: a cognitive framework across disciplines.", Cognitive Research: Principles and Implications, 2018
L. Padilla, "A case for cognitive models in visualization research," In Proc of the Seventh Workshop on Beyond Evaluation and Beyond - Methodological Approaches for Visualization, 2018
M. Raj, R. Whitaker, "Visualizing Multidimensional Data with Order Statistics", Computer Graphics Forum, 37 (3), 277-2872018
Majid Rasouli, Vidhi Zala, Robert M. Kirby and Hari Sundar, "Improving Performance and Scalability of Algebraic Multigrid through a Specialized MATVEC", 2018 IEEE High Performance Extreme Computing Conference (HPEC'18), Waltham, MA, USA, September 25-28, 2018
Marc Rautenhaus, Michael Böttinger, Stephan Siemen, Robert Hoffman, Robert M. Kirby, Mahsa Mirzargar, Niklas Röber and Rüdiger Westermann, "Visualization in Meteorology -- A Survey of Techniques and Tools for Data Analysis Tasks", IEEE Transactions on Visualization and Computer Graphics, 24 (12), 3268-3296, 2018
Jon, I., Huang, S-K., & Lindell, M.K. "Perceptions and expected immediate reactions to severe storm displays." Risk Analysis, 39, 274-290. DOI: 10.1111/risa.12896. 2019
P. Samuel Quinan, Lace M. Padilla, Sarah Creem-Regher & Miriah Meyer. "Examining Explicit Discretization in Spectral Schemes". Computer Graphics Forum (EuroVis ’19), to appear, 2019
Panels and Workshops
J. Cox and D. House, "Visualizing Uncertainty as an Interactive Ensemble", Visually-Supported Reasoning with Uncertainty workshop at the Conference on Spatial Information Theory (COSIT), 2013.
[slides]
G. McKenzie, T. Barrett, M. Hegarty, W. Thompson, and M. Goodchild, "Assessing the Effectiveness of Visualizations for Accurate Judgements of Geospatial Uncertainty", Visually-Supported Reasoning with Uncertainty workshop at the Conference on Spatial Information Theory (COSIT), 2013.
William B. Thompson, Organizer, "CCC Uncertainty in Computation Workshop", October 15-16, 2014, Washington, D.C.
[workshop description]
[workshop report]
R. T. Whitaker and R. M. Kirby, Workshop Panel Members, Proceedings of "Workshop on Visualization for Decision Making Under Uncertainty", at IEEE Visualization, Chicago. 2015.
[workshop description]
P. S. Quinan, L. M. Padilla, S. H. Creem-Regehr, M. Meyer, "Towards Ecological Validity in Evaluating Uncertainty", Proceedings of Workshop on Visualization for Decision Making Under Uncertainty, at IEEE Visualization, Chicago. 2015.
[slides]
D.H House, and Le Liu, "Re-envisioning Hurricane Predictions using Ensemble Displays", Proceedings of Workshop on Visualization for Decision Making Under Uncertainty, at IEEE Visualization, Chicago. 2015.
[slides]
Technical University Munich, R. M. Kirby, "Contour Boxplots: A Method for Characterizing Uncertainty in Feature Sets from Simulation Ensembles", Munich, Germany, March, 2014.
[abstract]
International Research Committee on Disasters Researchers Meeting, S. Arlikatti and M. K. Lindell, "Social Perceptions of Flash Floods and Motivations for Protective Action Behavior: A Case Study of the 2013 Flash Floods in Uttarakhand, Noth India", Broomfield, Colorado, June, 2014. [abstract]
Spatial Cognition 2014, T. Barrett, M. Hegarty G. McKenzie, and M. Goodchild, "Am I Really There? Evaluating Visualizations of Geospatial Uncertainty", Bremen, Germany, September, 2014. [abstract]
Annual Conference of the Psychonomic Society, M. Hegarty, T. Barrett, G. McKenzie, and M. Goodchild, "Interpreting Visualizations of Uncertainty on Smartphone Displays", Long Beach, California, November, 2014. [abstract]
Cognitive Science Society, I. T. Ruginski, A. P. Boone, L. M. Padilla, M. Hegarty, D. House, W. B. Thompson, and S. H. Creem-Regehr, "Understanding the Cone of Uncertainty: Non-expert interpretations of hurricane forecast uncertainty visualizations", July, 2015.
Annual Conference of the Psychonomic Society, L. Padilla, T. Bergmann, S. Creem-Regehr, "Uncertainty in Weather Forecast Phrasing", International Meeting of the Psychonomics Society, May, 2016
Spatial Cognition 2016, A. P. Boone, P. Gunalp, N. Heydari, M. Hegarty, "Effects of verbal instructions on non-expert interpretations of hurricane forecast uncertainty visualizations", August, 2016
Spatial Cognition 2016, A. Friedman, M. Hegarty, A. P. Boone, T. J. Barrett, "Where are you? The effect of uncertainty & its visual representation on location judgments in GPS-like displays", August, 2016
Spatial Cognition 2016, L. Padilla, I. Ruginski, S. H. Creem-Regehr, "Interpretations of ensemble versus summary displays of uncertainty in hurricane forecasts: size and intensity judgments", August, 2016