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Evolving Visualizations (2001-2008)

Themes People Talks Sponsors Links Publications Collaborator's Publications Bibliography

Contrary to the typical trial and error approach, our visualization synthesis techniques position developers and scientists closer to an acceptable visualization by using rules obtained from our experimentation. We use a genetic algorithm to evolve visualizations from randomized visual representations of data to acceptable, in designers and scientisits terms, visual displays.









[Acevedo et al., 2008]
Daniel Acevedo, Cullen Jackson, David H. Laidlaw, and Fritz Drury. Using Visual Design Experts in Critique-based Evaluation of 2D Vector Visualization Methods. IEEE Transactions on Visualization and Computer Graphics, 14(4):877-884, July 2008. (pdf) (bibtex: Acevedo-2008-UVD).


[Acevedo et al., 2007]
Daniel Acevedo, Jian Chen, and David H. Laidlaw. Modeling Perceptual Dominance Among Visual Cues in Multilayered Icon-based Scientific Visualizations. IEEE Visualization'07, Poster Compendium, 2007. (pdf) (bibtex: Acevedo-2007-MPD).
[Acevedo, 2007]
Daniel Acevedo. A Framework for the Perceptual Optimization of Multivalued Multilayered 2D Scientific Visualization Methods. PhD thesis, Computer Science Department, Brown University, 2007. (pdf) (ppt) (bibtex: Acevedo-2007-FPO).


[Acevedo and Laidlaw, 2006]
Daniel Acevedo and David H. Laidlaw. Subjective Quantification of Perceptual Interactions among Some 2D Scientific Visualization Methods. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization / Information Visualization), 12(5), September-October 2006. (pdf) (bibtex: Acevedo-2006-SQP).


[Acevedo et al., 2005]
Daniel Acevedo, Cullen Jackson, David H. Laidlaw, and Fritz Drury. Using Visual Design Expertise to Characterize the Effectiveness of 2D Scientific Visualization Methods. In Proceedings IEEE Visualization, Poster Compendium (BEST POSTER AWARD), October 2005. (pdf) (bibtex: Acevedo-2005-UVD).
[House et al., 2005]
Don House, Victoria Interrante, David H. Laidlaw, Russell Taylor, and Colin Ware. Panel: Design and Evaluation in Visualization Research. In Proceedings of IEEE Visualization Conference, Minneapolis, MN, October 2005. (pdf) (bibtex: House-2005-DEV).


[Gaither et al., 2004]
Kelly Gaither, Bill Geisler, David H. Laidlaw, and David Ebert. Panel: In the Eye of the Beholder: The Role of Perception in Scientific Visualization. In Proceedings of IEEE Visualization Conference, pages 567-568, October 10—15 2004. (pdf) (bibtex: Gaither-2004-IEB).
[Ware et al., 2004]
Colin Ware, Don House, David H. Laidlaw, and Jeffrey Proehl. Nugget for NSF: ITR Collaborative: Perceptual Optimization for Data Visualization. Submitted to NSF, January 2004. (pdf) (bibtex: Ware-2004-NUG).


[Jackson et al., 2003]
Cullen Jackson, Daniel Acevedo, David H. Laidlaw, Fritz Drury, Eileen Vote, and Daniel Keefe. Designer-critiqued Comparison of 2D Vector Visualization Methods: A Pilot Study. In SIGGRAPH 2003 Sketches and Applications. ACM SIGGRAPH, 2003. (pdf) (bibtex: Jackson-2003-DCC).
[Kosara et al., 2003]
Robert Kosara, Christopher G. Healey, Victoria Interrante, David H. Laidlaw, and Colin Ware. User Studies: Why, How, and When. Computer Graphics and Applications, 23(4):20-25, July/August 2003. (pdf) (bibtex: Kosara-2003-TUS).
[Rhyne et al., 2003]
Theresa-Marie Rhyne, Melanie Tory, Tamara Munzner, Matt Ward, Chris Johnson, and David H. Laidlaw. Panel Session: Information and Scientific Visualization: Separate but Equal or Happy Together at Last. In Proceedings of IEEE Visualization'03, 2003. (pdf) (bibtex: Rhyne-2003-ISV).
[Sobel, 2003]
Jason Sobel. SciVL: A Descriptive Language for 2D Multivariate Scientific Visualization Synthesis. Technical Report CS-03-24, Master's Project, Computer Science Department, Brown University, Providence, RI, 2003. (pdf) (ppt) (bibtex: Sobel-2003-SVL).
[Vote et al., 2003]
Eileen Vote, Daniel Acevedo, Cullen Jackson, Jason Sobel, and David H. Laidlaw. Design-by-Example: A Schema for Designing Visualizations Using Examples from Art. In SIGGRAPH 2003 Sketches and Applications. ACM SIGGRAPH, 2003. (pdf) (bibtex: Vote-2003-DBE).


[Turner et al., 2002]
Dean Turner, Iain Woodhouse, and David H. Laidlaw. A Synoptic Visualization of Fully Polarimetric SAR Data: an Annotated Example. In Proceedings of IEEE IGARSS, 2002. (pdf) (bibtex: Turner-2002-SVF).
[Woodhouse et al., 2002]
Iain Woodhouse, Dean Turner, and David H. Laidlaw. Improving the Visualization of Polarimetric Response in SAR Images: from Pixels to Images. In Proceedings of IEEE IGARSS, 2002. (pdf) (bibtex: Woodhouse-2002-IVP).


[Laidlaw et al., 2001]
David H. Laidlaw, Michael Kirby, J. Scott Davidson, Timothy Miller, Marco DaSilva, William Warren, and Michael Tarr. Quantitative Comparative Evaluation of 2D Vector Field Visualization Methods. In Proceedings of IEEE Visualization 2001, pages 143-150. IEEE, October 2001. (pdf) (bibtex: Laidlaw-2001-QCE).


[Swan et al., 1999]
J. Edward Swan, Victoria Interrante, David H. Laidlaw, Theresa-Marie Rhyne, and Tamara Munzner. Visualization Needs More Visual Design! Sensory Design Issues as a Driving Problem for Visualization Research. In Proceedings of IEEE Visualization Conference, pages 485-490, San Francisco, California, 1999. (pdf) (bibtex: Swan-1999-VNM).


[Laidlaw et al., 1998]
David H. Laidlaw, davidkremers, Felice Frankel, Victoria Interrante, and Thomas F. Banchoff. Panel: Art and Visualization: Oil and Water? In Proceedings of IEEE Visualization Conference, pages 507-509, Research Triangle Park, North Carolina, October 18—23 1998. (pdf) (bibtex: Laidlaw-1998-AVO).


[Fleischer et al., 1995]
Kurt W. Fleischer, David H. Laidlaw, Bena L. Currin, and Alan H. Barr. Cellular Texture Generation. Proceedings of SIGGRAPH, Computer Graphics, 29(4):239-248, August 1995. (pdf) (bibtex: Fleischer-1995-CTG).


[Upson et al., 1989]
Craig Upson, Thomas Faulhaber Jr., David Kamins, David H. Laidlaw, David Schlegel, Jeffrey Vroom, Robert Gurwitz, and Andries van Dam. The Application Visualization System: A Computational Environment for Scientific Visualization. IEEE Computer Graphics and Applications, 9(4):30-42, July 1989. (pdf) (bibtex: Upson-1989-AVS).

Collaborator's Publications


[Viergever et al., 2006]
Karin M. Viergever, Iain Woodhouse, and Neil Stuart. Airborne Synthetic Aperture Radar for Estimating Above-ground Woody Biomass in Tropical Savanna Woodland: A case study in Belize. In Proceedings of the International Geoscience And Remote Sensing Symposium, Denver, CO, 2006. (bibtex: Viergever-2006-ASA).


[Cameron et al., 2005]
I.D. Cameron, E.D. Wallington, K. Viergever, D. Moss, Iain Woodhouse, and N. Stuart. Synthetic Aperture Radar for Neo-tropical Botanical Inventory and Vegetation Height Retrieval. In Proceedings of the EARSeL Symposium, Porto, Portugal, 2005. (bibtex: Cameron-2005-SAR).
[Turner, 2005]
Dean Turner. The Visualization of Polarimetric Radar Data. PhD thesis, University of Edinburgh, 2005. (pdf) (bibtex: Turner-2005-VPR).


[Lee et al., 2003]
J-S. Lee, S.R. Cloude, K. P. Papathanassiou, M.R. Grunes, and Iain Woodhouse. Speckle Filtering and Coherence Estimation of Polarimetric SAR Interferometry Data for Forest Applications. IEEE Transactions on Geoscience and Remote Sensing, 41(10):2254-2263, 2003. (bibtex: Lee-2003-SFC).
[Woodhouse and Turner, 2003]
Iain Woodhouse and Dean Turner. On the Visualization of Polarimetric Response. International Journal of Remote Sensing, 24(6):1377-1384, 2003. (pdf) (bibtex: Woodhouse-2003-VPR).

Other Bibliography


[Beale, 2007]
Russell Beale. Slanty Design. ACM Communications, 50(1):21-24, January 2007. (pdf) (bibtex: Beale-2007-SDE).
[Huang et al., 2007]
Liqiang Huang, Anne Treisman, and Harold Pashler. Characterizing the Limits of Human Visual Awareness. Science, 317:823-825, August 2007. (pdf) (bibtex: Huang-2007-CLH).
[Jankun-Kelly et al., 2007]
T.J. Jankun-Kelly, Kwan-Liu Ma, and Michael Gertz. A Model and Framework for Visualization Exploration. IEEE Transactions on Visualization and Computer Graphics, 13(2):357-369, March/April 2007. (pdf) (bibtex: Jankun-2007-MFV).


[Cegarra and Hoc, 2006]
Julien Cegarra and Jean-Michel Hoc. Cognitive styles as an explanation of experts’ individual differences: A case study in computer-assisted troubleshooting diagnosis. International Journal of Human-Computer Studies, 64:123-136, 2006. (pdf) (bibtex: Cegarra-2006-CSE).
[Cody and Smith, 2006]
Ronald P. Cody and Jeffrey K. Smith. Applied statistics and the SAS programming language. Pearson Prentice Hall, Upper Saddle River, N.J., 2006. (bibtex: Cody-2006-ASS).
[Grossberg, 2006]
Stephen Grossberg. The Art of Seeing and Painting. Technical Report CAS/CNS-2006-011, Department of Cognitive and Neural Systems, Boston University, 2006. (pdf) (bibtex: Grossberg-2006-ASP).
[Hagh-Shenas et al., 2006]
Haleh Hagh-Shenas, Victoria Interrante, Christopher Healey, and Sunghee Kim. Weaving versus blending: a quantitative assessment of the information carrying capacities of two alternative methods for conveying multivariate data with color. In Proceedings of the 3rd Symposium on Applied Perception in Graphics and Visualization, pages 164-164, Boston, MA, July 2006. (pdf) (bibtex: Hagh-2006-WVB).
[House et al., 2006]
Donald H. House, Alethea S. Bair, and Colin Ware. An Approach to the Perceptual Optimization of Complex Visualizations. IEEE Transactions on Visualization and Computer Graphics, 12(4):509-521, July/August 2006. (pdf) (bibtex: House-2006-APO).
[Majumder and Irani, 2006]
Aditi Majumder and Sandy Irani. Contrast enhancement of images using human contrast sensitivity . In Proceedings of the 3rd symposium on Applied perception in graphics and visualization, pages 69-76, Boston, MA, July 2006. (pdf) (bibtex: Majumder-2006-CEI).
[North, 2006]
Chris North. Toward Measuring Visualization Insight. IEEE Computer Graphics and Applications, 26(3):6-9, May-June 2006. (pdf) (bibtex: North-2006-TMV).
[Nothdurft, 2006]
Hans-Christoph Nothdurft. Salience-controlled Visual Search: Are the Brightest and the Least Bright Targets Found by Different Processes? Visual Cognition, 13(6):700-732, 2006. (pdf) (bibtex: Nothdurft-2006-SVS).
[Owen et al., 2006]
Stephen Owen, David Budgen, and Pearl Brereton. Protocol Analysis: A Neglected Practice. Communications of the ACM, 49(2):117--122, February 2006. (pdf) (bibtex: Owen-2006-PAN).
[Urness et al., 2006]
Timothy Urness, Victoria Interrante, Ellen Longmire, Ivan Marusic, Sean O’Neill, and Thomas W. Jones. Strategies for the Visualization of Multiple 2D Vector Fields. IEEE Computer Graphics and Applications, 26(4):74-82, July/August 2006. (pdf) (bibtex: Urness-2006-SVM).
[Ware and Bobrow, 2006]
Colin Ware and Rusty Bobrow. Motion Coding for Pattern Detection. In Proceedings of the 3rd Symposium on Applied Perception in Graphics and Visualization, pages 107-110, Boston, MA, 2006. (pdf) (bibtex: Ware-2006-MCP).
[Watson, 2006]
Benjamin Watson. Broadening our Collaboration with Design. IEEE Computer Graphics and Applications, 26(5):18-21, September-October 2006. (pdf) (bibtex: Watson-2006-BCD).
[Wijk, 2006]
Jarke van Wijk. Bridging the Gaps. IEEE Computer Graphics and Applications, 26(6):6-9, Nov/Dec 2006. (pdf) (bibtex: vanWijk-2006-BGA).


[A.L. et al., 2005]
Love, A.L., Pang, A., Kao, and D.L. Visualizing spatial multivalue data. IEEE Computer Graphics and Applications, 25(3):69-79, May-June 2005. (pdf) (bibtex: Love-2005-VSM).
[Amar and Stasko, 2005]
Robert A. Amar and John T. Stasko. Knowledge Precepts for Design and Evaluation of Information Visualizations. IEEE Transactions on Visualization and Computer Graphics, 11(4):432-442, July/August 2005. (pdf) (bibtex: Amar-2005-KPD).
[Carlomagno, 2005]
Giovanni Maria Carlomagno. Colours in a complex fluid flow. Optics and Laser Technology, 2005. (pdf) (bibtex: Carlomagno-2005-CCF).
[Do, 2005]
Ellen Yi-Luen Do. Design sketches and sketch design tools. Knowledge-Based Systems, 18(8):383-405, December 2005. (pdf) (bibtex: Yi-2005-DSS).
[Duke et al., 2005]
DAvid J. Duke, Ken W. Brodlie, David A. Duce, and Ivan Herman. Do You See What I Mean? IEEE Computer Graphics and Applications, 25(3):6-9, May/June 2005. (pdf) (bibtex: Duke-2005-DYS).
[European Space Agency, 2005]
European Space Agency. Global Earth Observation System of Systems, 10 year Implementation Plan Reference Document. ESA Publications Division, Feb 2005. (bibtex: ESA-2005-GEO).
[Halford et al., 2005]
Greame S. Halford, Rosemary Baker, Julie E. McCredden, and John D. Bain. How Many Variables Can Humans Process? Psychological Science, 16(1):70-76, 2005. (pdf) (bibtex: Halford-2005-HMV).
[Jenkin and Harris, 2005]
Michael R. M. Jenkin and Laurence R. Harris. Seeing Spatial Form. Oxford University Press, 2005. (bibtex: Jenkin-2005-SSF).
[Saraiya et al., 2005]
Purvi Saraiya, Chris North, and Karen Duca. An Insight-based Methodology for Evaluating Bioinformatics Visualizations. In IEEE Transactions on Visualization and Computer Graphics, 11(4):443-456, July/August 2005. (pdf) (bibtex: Saraiya-2005-IME).
[Tory and Moller, 2005]
M. Tory and T. Moller. Evaluating Visualizations: Do Expert Reviews Work? IEEE Computer Graphics and Applications, 25(5):8--11, Sep/Oct 2005. (pdf) (bibtex: Tory-2005-EVE).
[Wijk, 2005]
Jarke J. van Wijk. The Value of Visualization. In Proceedings of IEEE Visualization, pages 79--86, Minneapolis, MN, October 2005. (pdf) (bibtex: vanWijk-2005-VVI).
[Xu and Galloway, 2005]
X. William Xu and Ross Galloway. Using Behavioral Modeling Technology to Capture Designer's Intent. Computers in Human Behavior, 21(2):395-405, March 2005. (pdf) (bibtex: Xu-2005-UBM).


[G.S. et al., 2004]
Schmidt, G.S., Chen, S.L., Bryden, A.N., Livingston, M.A., Rosenblum, L.J., Osborn, and B.R. Multidimensional visual representations for underwater environmental uncertainty. IEEE Computer Graphics and Applications, 24(5):56-65, September-October 2004. (pdf) (bibtex: Schmidt-2004-MVR).
[Geisler, 2004]
Wilson S. Geisler. Keynote Address: The Human Visual System: How Is Its Design Related to the Physics of the Natural Environment? In Proceedings of IEEE Visualization Conference, page 18, October 10—15 2004. (pdf) (bibtex: Geisler-2004-HVS).
[Grigoryan and Rheingans, 2004]
Gevorg Grigoryan and Penny Rheingans. Point-Based Probabilistic Surfaces to Show Surface Uncertainty. IEEE Transactions on Visualization and Computer Graphics, 10(5):564-573, September/October 2004. (pdf) (bibtex: Grigoryan-2004-PBP).
[Grunwald and Vitanyi, 2004]
Peter Grunwald and Paul Vitanyi. Shannon Information and Kolmogorov Complexity. IEEE Transactions on Information Theory, 2004. In Review (pdf) (bibtex: Grunwald-2004-SIK).
[Healey et al., 2004]
Christopher G. Healey, James T. Enns, Laura Tateosian, and Mark Rempel. Perceptually-Based Brush Strokes for Nonphotorealistic Visualization. Transactions on Graphics, 23(1), January 2004. (pdf) (bibtex: Healey-2004-PBB).
[Hibbard, 2004]
Bill Hibbard. The Top Five Problems that Motivated My Work. IEEE Computer Graphics and Applications, 24(6):9-13, November/December 2004. (pdf) (bibtex: Hibbard-2004-TFP).
[Johnson and Hansen, 2004]
Christopher R. Johnson and Charles D. Hansen. Visualization Handbook. Academic Press, June 2004. (bibtex: Johnson-2004-VHA).
[Kjelldahl and Santos, 2004]
Lars Kjelldahl and Beatriz Sousa Santos. Visual perception in computer graphics courses. Computers and Graphics, 28(3):451-456, June 2004. (pdf) (bibtex: Kjelldahl-2004-VPC).
[Laidlaw et al., 2004]
David Laidlaw, Sharon Swartz, George Karniadakis, and Peter Richardson. Understanding Unsteady Bioflows through Simulation, Modeling, Visualization, Art, and Psychology. NSF-ITR grant proposal, 2004. (pdf) (bibtex: Laidlaw-2004-UUB).
[Lee et al., 2004]
J-S. Lee, M.R. Grunes, E. Pottier, and L. Ferro-Famil. Unsupervised Terrain Classification Preserving Polarimetric Scattering Characteristics. IEEE Transactions on Geoscience and Remote Sensing, 42:722-731, 2004. (bibtex: Lee-2004-UTC).
[Marcos et al., 2004]
A. F. Marcos, W. Muller, and H. Schumann. Visual Knowledge Discovery. Computers and Graphics, 28(3):309-310, June 2004. (pdf) (bibtex: Marcos-2004-VKD).
[Matsushita et al., 2004]
Mitsunori Matsushita, Eusaki Maeda, and Tsuneaki Kato. An Interactive Visualization Method of numerical Data Based on Natural Language Requirements. International Journal of Human Computer Studies, 60(4):469-488, April 2004. (bibtex: Matsushita-2004-IVM).
[Pashler, 2004]
Hal Pashler. Steven's Handbook of Experimental Psychology, volume 4. John Wiley & Sons, Inc., 3rd edition, 2004. (bibtex: Pashler-2004-SHE).
[Pelli et al., 2004]
Denis G. Pelli, Melanie Palomares, and Najib J. Majaj. Crowding is unlike Ordinary Masking: Distinguishing Feature Integration from Detection. Journal of Vision, 4:1136-1169, December 2004. (pdf) (bibtex: Pelli-2004-CUO).
[Picard et al., 2004]
Ghislain Picard, T. Le Toan, and S. Quegan. A Three-dimensional Radiative Transfer Model to Interpret Ranging Scatterometer Measurements from a Pine Forest. Waves Random Media, 14:S317-S331, 2004. (bibtex: Picard-2004-TDR).
[Santos and Brodlie, 2004]
Selan dos Santos and Ken Brodlie. Gaining understanding of multivariate and multidimensional data through visualization . Computers and Graphics, 28(3):311-325, June 2004. (pdf) (bibtex: Santos-2004-GUM).
[Santos and Amaral, 2004]
Maribel Yasmina Santos and Luis Alfredo Amaral. Mining geo-referenced data with qualitative spatial reasoning strategies. Computers and Graphics, 28(3):371-379, June 2004. (pdf) (bibtex: Santos-2004-MGD).
[Stokes et al., 2004]
William A. Stokes, James A. Ferwerda, Bruce Walter, and Donald P. Greenberg. Perceptual illumination components: a new approach to efficient, high quality global illumination rendering. In Proceedings of ACM SIGGRAPH, pages 742--749, 2004. (pdf) (bibtex: Stokes-2004-PIC).
[Todd, 2004]
James T. Todd. The Visual Perception of 3D Shape. Trends in cognitive Sciences, 8(3):115--121, March 2004. (pdf) (bibtex: Todd-2004-VP3).
[Tory and Moller, 2004]
Melanie Tory and Torsten Moller. Human Factors in Visualization Research. IEEE Transactions on Visualization and Computer Graphics, 10(1):72--84, January/February 2004. (pdf) (bibtex: Tory-2004-HFV).
[Ware, 2004]
Colin Ware. Information Visualization. Perception for Design. Elsevier, 2nd edition, 2004. (bibtex: Ware-2004-IVP).
[Whittington, 2004]
Jana Whittington. The process of effective critiques. Computers and Graphics, 28(3):401-407, June 2004. (pdf) (bibtex: Whittington-2004-PEC).


[Bokinsky, 2003]
Alexandra A. Bokinsky. Multivariate Data Visualization with Data-Driven Spots. PhD thesis, University of North Carolina at Chapel Hill, 2003. (pdf) (bibtex: Bokinsky-2003-MDV).
[Hajnsek et al., 2003]
I. Hajnsek, E. Pottier, and S.R. Cloude. Inversion of Surface Parameters from Polarimetric SAR. IEEE Transactions on Geoscience and Remote Sensing, 41:727-744, 2003. (bibtex: Hajnsek-2003-ISP).
[Hertzmann, 2003]
Aaron Hertzmann. Machine Learning for Computer Graphics: A Manifesto and Tutorial. In Proceedings of Pacific Graphics'03, 2003. (pdf) (bibtex: Hertzmann-2003-MLC).
[Irani and Ware, 2003]
Pourang Irani and Colin Ware. Diagramming Information Structures Using 3D Perceptual Primitives. ACM Transactions on Computer-Human Interaction, 10(1):1-19, March 2003. (pdf) (bibtex: Irani-2003-DIS).
[Jankun-Kelly, 2003]
T.J. Jankun-Kelly. Visualizing Visualization: A Model and Framework for Visualization Exploration. PhD thesis, Center for Image Processing and Integrated Computing, University of California, Davis, June 2003. (pdf) (bibtex: Jankun-2003-VVM).
[Juarez-Espinosa, 2003]
Octavio Juarez-Espinosa. CAEVA: Cognitive Architecture to Evaluate Visualization Applications. In Proceedings of IEEE Information Visualization, pages 589-595, 2003. (bibtex: Juarez-2003-CCA).
[Kellndorfer et al., 2003]
J.M. Kellndorfer, M.C. Dobson, J.D. Vona, and M. Clutter. Toward Precision Forestry Plot-level Parameter Retrieval for Slash Pine PLantations with JPL AIRSAR. IEEE Transactions on Geoscience and Remote Sensing, 41:1571-1582, July 2003. (bibtex: Kellndorfer-2003-TPF).
[Meinhardt and Persike, 2003]
Gunter Meinhardt and Malte Persike. Strength of Feature Contrast Mediates Interaction among Feature Domains. Spatial Vision, 16(5):459-478, 2003. (pdf) (bibtex: Meinhardt-2003-SFC).
[Mette et al., 2003]
T. Mette, K.P. Papathanassiou, I. Hajnsek, and R. Zimmermann. Forest Biomass Estimation using Polarimetric SAR Interferometry. In Proceedings of PolInSAR 2003, Frascati, Italy, 2003. (bibtex: Mette-2003-FBE).
[Paley, 2003]
W. Bradford Paley. Invited talk: Information Esthetics: from MoMA to Wall Street. In Proceedings of IEEE Information Visualization Symposium, Seattle, Washington, October 20—21 2003. (pdf) (bibtex: Bradford-2003-IEM).
[Pampalk et al., 2003]
Elias Pampalk, Werner Goebl, and Gerhard Widmer. Visualizing Changes in the Structure of Data for Exploratory Feature Selection. In Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington DC, August 2003. ACM. (pdf) (bibtex: Pampalk-2003-VCS).
[Pelli et al., 2003]
D.G. Pelli, B. Farell, and D. C. Moore. The remarkable inefficiency of word recognition. Nature, 423:752-756, June 2003. (pdf) (bibtex: Pelli-2003-RIW).
[Rhyne, 2003]
Theresa-Marie Rhyne. Does the Difference between Information and Scientific Visualization Really Matter? IEEE Computer Graphics and Applications, 23(3):6-8, May/June 2003. (pdf) (bibtex: Rhyne-2003-DIS).
[Shedd, 2003]
Ben Shedd. Capstone address:Exploding The Frame: Designing for Wall-Size Computer Displays. In Proceedings of IEEE Information Visualization Symposium, Seattle, Washington, October 20—21 2003. (pdf) (bibtex: Shedd-2003-EFD).
[Tajik-Parvinchi et al., 2003]
Diana Jinous Tajik-Parvinchi, Linda Lillakas, Elizabeth Irving, and Martin J. Steinbach. Children's pursuit eye movements: a developmental study. Vision Research, 43(1):77-84, January 2003. (bibtex: Jinous-2003-CPE).
[Tang et al., 2003]
Diane Tang, Chris Stolte, and Robert Bosch. Design Choices when Architecting Visualizations. In Proceedings of IEEE Symposium on Information Visualization, October 2003. (pdf) (bibtex: Tang-2003-DCA).
[Urness et al., 2003]
Timothy Urness, Victoria Interrante, Ivan Marusic, Ellen Longmire, and Bharathram Ganapathisubramani. Effectively Visualizing Multi-Valued Flow Data using Color and Texture. In Proceedings of IEEE Visualization, October 2003. (pdf) (bibtex: Urness-2003-EVM).
[Ware, 2003]
Colin Ware. Keynote address: Thinking with Visualization. In Proceedings of IEEE Information Visualization Symposium, Seattle, Washington, October 20—21 2003. (pdf) (bibtex: Ware-2003-TVI).
[Wattenberg and Fisher, 2003]
Martin Wattenberg and Danyel Fisher. A Model of Multi-Scale Perceptual Organization in Information Graphics. In Proceedings of IEEE Symposium on Information Visualization, October 2003. (pdf) (bibtex: Wattenberg-2003-MMS).


[Belaton and Brodlie, 2002]
Bahari Belaton and Ken Brodlie. Model Centred Approach to Scientific Visualization. Journal of WSCG, 10(1):63-70, 2002. (pdf) (bibtex: Belaton-2002-MCA).
[Dastani, 2002]
Mehdi Dastani. The Role of Visual Perception in Data Visualization. Journal of Visual Languages and Computing, 13(6):601-622, December 2002. (pdf) (bibtex: Dastani-2002-RVP).
[Ernst et al., 2002]
Marc Ernst, Martin Banks, Felix Wichmann, Laurence Maloney, and Heinrich Bulthoff. Combining sensory information to improve visualization. In Proceedings of IEEE Visualization Conference, pages 571-574, Boston, Massachusetts, October 27—November 01 2002. (pdf) (bibtex: Ernst-2002-CSI).
[Frankel, 2002]
Felice Frankel. Envisioning Science: The Design and Craft of the Science Image. MIT Press, March 2002. (bibtex: Frankel-2002-ESC).
[Harding et al., 2002]
Chris Harding, Ioannis A.Kakadiaris, John F.Casey, and R.Bowen Loftin. A Multi-Sensory System for the investigation of Geoscientific Data. Computers and Graphics, 26:259-269, 2002. (pdf) (bibtex: Harding-2002-MSS).
[Hayes, 2002]
Brian Hayes. The World According to Wolfram. American Scientist, 90(4):308-312, July/August 2002. (pdf) (bibtex: Hayes-2002-TWA).
[Healey and Enns, 2002]
Christopher G. Healey and James T. Enns. Perception and painting: a search for effective, engaging visualizations. IEEE Computer Graphics and Applications, 22(2):10-15, March/April 2002. (pdf) (bibtex: Healey-2002-PPS).
[House and Ware, 2002]
D. House and C. Ware. A method for perceptual optimization of complex Visualizations. In Proceedings of Advanced Visual Interface, May 2002. (pdf) (bibtex: House-2002-AMF).
[Kasik et al., 2002]
David J. Kasik, James J. Troy, Stephen R. Amorosi, Marie O. Murray, and Shankar N. Swamy. Evaluating graphics displays for complex 3D models. IEEE Comput. Graph. Appl., 22:56--64, 2002. (pdf) (bibtex: Kasik-2002-EGD).
[Kosslyn, 2002]
Stephen M. Kosslyn. Display Design for the Eye and Mind. In Proceedings of IEEE Information Visualization Symposium, Boston, Massachusetts, October 28—October 29 2002. (pdf) (bibtex: Kosslyn-2002-DDE).
[Marks and Gescheider, 2002]
Lawrence E. Marks and George A. Gescheider. Psychophysical Scaling. In Steven's Handbook of Experimental Psychology. Volume 4. Methodology in Experimental Psychology. 3rd Edition, pages 91-138. John Wiley and Sons, Inc., 2002. (bibtex: Marks-2002-PSC).
[Rao et al., 2002]
Rajesh P.N. Rao, Gregory J. Zelinsky, Mary M. Hayhoe, and Dana H. Ballard. Eye movements in iconic visual search. Vision Research, 42:1447--1463, 2002. (pdf) (bibtex: Rao-2002-EMI).
[Santos et al., 2002]
Beatriz Sousa Santos, Jean-Louis Dillenseger, and Carlos Ferreira. Experimental Methodology for the Evaluation of the 3D Visualization og Quantitative Information: a Case Study Concerning SEEG Information. Journal of Computing and Information Technology, 10(2):103-113, June 2002. (pdf) (bibtex: Sousa-2002-EME).
[Soh and Tsatsoulis, 2002]
Leen-Kiat Soh and Costas Tsatsoulis. ARKTOS: A knowledge engineering software tool for images. International Journal of Human-Computer Studies, 57:469-496, 2002. (pdf) (bibtex: Soh-2002-AKE).
[Taylor II, 2002]
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Colin Ware and William Knight. Using visual texture for information display. ACM Transactions on Graphics, 14(1):3-20, 1995. (pdf) (bibtex: Ware-1995-UVT).
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David H. Wolpert and William G. Macready. No Free Lunch Theorems for Search. Technical Report SFI-TR-95-02-010, The Santa Fe Institute, Santa Fe, NM, 1995. (ps) (bibtex: Wolpert-1995-NFL).
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Jarmo T. Alander. Genetic Algorithms Bibliography. Unpublished (pdf) (bibtex: Alander-1994-GAB), 1994.
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Alan MacEachren. Some Truth with Maps: A Primer in Symbolization and Design. Association of American Geographers, Washington, DC, 1994. (bibtex: MacEachren-1994-STM).
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Alex Pang and Naim Alper. Mix and match: A construction kit for visualization. In Proceedings of IEEE Visualization 1994, pages 302-309. IEEE Computer Society Press, October 1994. (pdf) (bibtex: Pang-1994-MMC).
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W. Ribarsky, E. Ayers, J. Eble, and S. Mukherjea. Glyphmaker: Creating Customized Visualizations of Complex Data. IEEE Computer, pages 57-64, July 1994. (pdf) (bibtex: Ribarsky-1994-GCC).
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Hikmet Senay and Eve Ignatius. A Knowledge-Based System for Visualization Design. IEEE Computer Graphics and Applications, 14(6):36-47, November 1994. (pdf) (bibtex: Senay-1994-KBS).
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Karl Sims. Evolving 3D Morphology and Behavior by Competition. In Artificial Life IV Proceedings, pages 28-39. MIT Press, 1994. (pdf) (bibtex: Sims-1994-E3M).
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Karl Sims. Evolving Virtual Creatures. In Proceedings of SIGGRAPH, pages 15-22. ACM Press, July 1994. (pdf) (bibtex: Sims-1994-EVC).


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Stuart Anstis. Capstone address: To understand visualization, it helps to understand vision. In Proceedings of 4th IEEE Visualization Conference, page 8, San Jose, California, October 25—29 1993. (pdf) (bibtex: Anstis-1993-UVH).
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Alan Brenner. Cartographic Symbolization and Design: ARC/INFO Methods. Publication of the Office of Information Resources Management of the US EPA, 1993. (pdf) (bibtex: Brenner-1993-CSD).
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Frederick P. Brooks and Jr. Keynote address: A vision for visualization. In Proceedings of 4th IEEE Visualization Conference, page 2, San Jose, California, October 25—29 1993. (pdf) (bibtex: Brooks-1993-VVI).
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D. Butler, J. Almond, R. Bergeron, K. Brodlie, and R. Haber. Panel: Visualization Reference Models. In Proceedings of 4th IEEE Visualization Conference, pages 337-342, San Jose, California, October 25—29 1993. IEEE Computer Society Press. (pdf) (bibtex: Butler-1993-VRM).
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Brain Cabral and Leith Leedom. Imaging Vector Fields Using Line Integral Convolution. In Proceedings of SIGGRAPH, pages 263-270. ACM Press, 1993. (pdf) (bibtex: Cabral-1993-LIC).
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Jon Christensen, Joe Marks, and Stuart Shieber. Placing Text Labels on Maps and Diagrams, chapter 1. Academic Press, 1993. (pdf) (bibtex: Christensen-1993-PTL).
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Christopher G. Healey, Kellogg S. Booth, and James T. Enns. Harnessing preattentive processes for multivariate data visualization. In Proceedings of Graphics Interface, pages 107–-117, Toronto, Canada, 1993. (pdf) (bibtex: Healey-1993-HPP).
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Frank M. Marchak, William S. Cleveland, Bernice E. Rogowitz, and Christopher. Panel: The psychology of visualization. In Proceedings of 4th IEEE Visualization Conference, pages 351-354, San Jose, California, October 25—29 1993. (pdf) (bibtex: Marchak-1993-PVI).
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Joseph Marks and Stuart Shieber. The Computational Complexity of Cartographic Label Placement. Technical Report TR-05-91, Center for Research in Computing Technology, Harvard University, 1993. (pdf) (bibtex: Marks-1993-CCC).
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Stephen M. Kosslyn, Nahum D. Gershon, Haim Levkowitz, and Justin D. Pearlman. Improving visualization: theoretical and empirical foundations. In Proceedings of 3rd IEEE Visualization Conference, pages 372-374, Boston, Massachusetts, October 19—23 1992. (pdf) (bibtex: Kosslyn-1992-IVT).
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Margaret S. Livingstone. Capstone address: Parallel processing of form, color, motion, and depth: anatomy, physiology, art, and illision. In Proceedings of 3rd IEEE Visualization Conference, page 10, Boston, Massachusetts, October 19—23 1992. (pdf) (bibtex: Livingstone-1992-PPF).
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Bruce Lucas, Gregory D. Abram, Nancy S. Collins, David A. Epstein, Donna L. Gresh, and Kevin P. McAuliffe. An architecture for a scientific visualization system. In Proceedings IEEE Visualization 1992, 1992. (bibtex: Lucas-1992-ASV).
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Kristina D. Miceli. A Framework for the Design of Effective Graphics for Scientific Visualization. Technical Report RNR-92-035, NASA Ames Research Center, December 1992. (pdf) (bibtex: Miceli-1992-FDE).
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Rebecca R. Springmeyer, Meera R. Blattner, and Nelson L. Max. A Characterization of the Scientific Data Analysis Process. In Proceedings of the Second IEEE Visualization Conference, pages 235-242, October 1992. (pdf) (bibtex: Springmeyer-1992-ACO).
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Colin Ware and William Knight. Orderable Dimensions of Visual Texture for Data Display: Orientation, Size and Contrast. In Proceedings of CHI'92, pages 203-209, May 1992. (pdf) (bibtex: Ware-1992-ODV).
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Jeremy M. Wolfe, Stacia R. Friedman-Hill, Marion I. Stewart, and Kathleen M. O'Connell. The role of categorization in visual search for orientation. Journal of Experimental Psychology: Human Perception and Performance, 18(1):34-49, 1992. (pdf) (bibtex: Wolfe-1992-RCV).


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James R. Bergen. Theories of Visual Texture Perception. In Spatial Vision. CRC, Boca Raton, FL, 1991. (bibtex: Bergen-1991-TVT).
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James R. Bergen and Michael S. Landy. Computational Modeling of Visual Texture Segregation. In Computational Models of Visual Processing, pages 253-271. MIT Press, Cambridge, MA, 1991. (pdf) (bibtex: Bergen-1991-CMV).
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Ronald J. Brachman, Deborah L. McGuinness, Peter F. Patel-Schmeider, Lori A. Resnick, and Alexander Borgida. Living with CLASSIC: When and How to Use a KL-ONE-Like Language. In Principles of Semantic Networks: Explorations in the Representation of Knowledge, pages 401-456. Morgan Kaufmann Publishers, San Mateo, CA, 1991. (pdf) (bibtex: Brachman-1991-LWC).
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Stephen M. Casner. A Task-Analytic Approach to the Automated Design of Graphic Presentations. ACM Transactions on Graphics, 10(2):111-151, April 1991. (pdf) (bibtex: Casner-1991-TAA).
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Michael S. Landy and James R. Bergen. Texture Segregation and Orientation Gradient. Vision Research, 31(4):679-691, 1991. (pdf) (bibtex: Landy-1991-TSO).
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Haim Levkowitz, Richard A. Holub, Gary W. Meyer, and Philip K. Robertson. Panel: Color vs. black-and-white in visualization. In Proceedings of 2nd IEEE Visualization Conference, pages 336-339, San Diego, California, October 22—25 1991. (pdf) (bibtex: Levkowitz-1991-CBW).
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Philip K. Robertson. A Methodology for Choosing Data Representations. IEEE Computer Graphics and Applications, 11(3):56-67, May/June 1991. (pdf) (bibtex: Robertson-1991-MCD).
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Karl Sims. Artificial Evolution for Computer Graphics. In Proceedings of SIGGRAPH, pages 319-328. ACM Press, July 1991. (pdf) (bibtex: Sims-1991-AEF).
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Anne Treisman. Search, Similarity and Integration of Features Between and Within Dimensions. Journal of Experimental Psychology: Human Perception and Performance, 17(3):652-676, 1991. (pdf) (bibtex: Treisman-1991-SSI).


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C. M. Carswell and C.D. Wickens. The Perceptual interaction of Graphical Attributes: Configurality, Stimulus homogeneity, and Object integration. Perception and Psychopysics, 47:157-168, 1990. (bibtex: Carswell-1990-PIG).
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Chen Ding and Prabhaker Mateti. A Framework for the automated drawing of data structure diagrams. IEEE Transactions on Software Engineering, 16(5):543-557, May 1990. (pdf) (bibtex: Ding-1990-FAD).
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D. Scott Dyer. A dataflow toolkit for visualization. IEEE Computer Graphics and Applications, 10(4):60-69, July 1990. (pdf) (bibtex: Dyer-1990-DTV).
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Laurie Hodges Reuter, Paul Tukey, Laurence T. Maloney, John R. Pani, and Stuart Smith. Panel: Human perception and visualization. In Proceedings of 1st IEEE Visualization Conference, pages 401-406, San Francisco, California, October 23-26 1990. (pdf) (bibtex: Hodges-1990-HPV).
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Shuhua Shen, Georges Grinstein, and Stuart Smith. Exvis: the exploratory visualization tool (abstract). In Proceedings of ACM Annual Conference on Cooperation. ACM Press, 1990. (pdf) (bibtex: Shen-1990-EEV).
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Lawrence W. Stark, Stephen Ellis, Michitaka Hirose, Won Soo Kim, Andrew Liu, Charles Neveu, An H. Nguyen, Greg Tharp, and Iris Hitomi Yamashita. Panel: Making a picture fit the eye: human engineering for computer graphics. In Proceedings of 1st IEEE Visualization Conference, pages 411-420, San Francisco, California, October 23-26 1990. (pdf) (bibtex: Stark-1990-MPF).
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Matthew O. Ward, James M. Coggins, Ivan Herman, Theo Pavlidis, and Norman Wittels. Panel: Graphics and imaging: trends toward unification? In Proceedings of 1st IEEE Visualization Conference, pages 407-410, San Francisco, California, October 23-26 1990. (pdf) (bibtex: Ward-1990-GIT).


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D. Butler and M. Pendley. A Visualization Model Based on the Mathematics of Fiber Bundles. Computers in Physics, 3(5):45-51, September/October 1989. (pdf) (bibtex: Butler-1989-VMB).
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Tara C. Callaghan. Interference and Dominance in Texture Segregation: Hue, geometric form, and line orientation. Perception and Psychopysics, 46(4):299-311, 1989. (bibtex: Callaghan-1989-IDT).
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James R. Pomerantz and Edward A. Pristach. Emergent Features, Attention, and Perceptual Glue in Visual Form Perception. Journal of Experimental Psychology: Human Perception and Performance, 15(4):635-649, 1989. (pdf) (bibtex: Pomerantz-1989-EFA).
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Vibeke Sorensen. The Contribution of the Artist to Scientific Visualization. Technical report, School of Film and Video, California Institute of the Arts, 1989. (pdf) (bibtex: Sorensen-1989-CAS).
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Anne Sutter, Jacob Beck, and Norma Graham. Contrast and Spatial Variables in Texture Segregation: Testing a Simple Spatial-Frequency Channels Model. Perception and Psychopysics, 46(4):312-332, 1989. (bibtex: Sutter-1989-CSV).


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Ronen Barzel and Alan H. Barr. A Modeling System Based on Dynamic Constraints. Computer Graphics, 22(4):179-188, August 1988. (pdf) (bibtex: Barzel-1988-MSB).
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Donna J. Cox. Using the Supercomputer to Visualize Higher Dimensions: An Artist's Contribution to Scientific Visualization. Leonardo, 21(3):233-242, 1988. (pdf) (bibtex: Cox-1988-USV).
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Robert J. Renka. Multivariate Interpolation of LArge Sets of Scattered Data. ACM Transactions on Mathematical Software, 14(2):139-148, June 1988. (pdf) (bibtex: Renka-1988-MIL).
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Colin Ware. Color sequences for univariate maps: theory, experiments and principles. IEEE Computer Graphics and Applications, 8(5):41-49, September 1988. (pdf) (bibtex: Ware-1988-CSU).
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D. Mumford, S.M. Kosslyn, L.A. hillger, and R.J. Herrnstein. Discriminating figure from ground: The role of edge detection and region growing. Proceedings of the National Academy of Science, USA, 84:7354--7358, October 1987. (pdf) (bibtex: Mumford-1987-DFG).
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Andrew Witkin, Kurt Fleischer, and Alan H. Barr. Energy Constraints on Parametrized Models. Computer Graphics, 21(4), July 1987. (pdf) (bibtex: Witkin-1987-ECP).


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Jock Mackinlay. Automating the Design of Graphical Presentations of Relational Information. ACM Transactions on Graphics, 5(2):110-141, April 1986. (pdf) (bibtex: Mackinlay-1986-ADG).


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William S. Cleveland and Robert McGill. Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods. Journal of the American Statistical Association, 79(387):531-554, September 1984. (pdf) (bibtex: Cleveland-1984-GPT).


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R. Beach and M. Stone. Graphical Style. Towards High Quality Illustrations. In Proceedings of SIGGRAPH, volume 17, pages 127-135. ACM Press, 1983. (pdf) (bibtex: Beach-1983-GST).
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Edward Tufte. The Visual Display of Quantitative Information. Graphics Press, 1983. (bibtex: Tufte-1983-VDQ).


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Mark Friedell, Jane Barnett, and David Kramlich. Context-sensitive Graphics Presentation of Information. Computer Graphics, 16(3):181-188, July 1982. (pdf) (bibtex: Friedell-1982-CSG).


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Bela Julesz. Textons, the Elements of Texture Perception, and their Interactions. Nature, 290(5802):91-97, March 1981. (pdf) (bibtex: Julesz-1981-TET).


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