Visualization Viewpoints Department of IEEE Computer Graphics & Applications Magazine (created by T-M Rhyne – Visualization Viewpoints Editor)


Visualization Viewpoints articles offer detailed technical opinions on trends in visualization or reports on how visualization has contributed to the comprehension of data.  We encourage discussions of challenges or limitations in today’s methods and areas of potential new topics of research. We are also interested in application discussions that focus on the physical, life or social sciences, engineering, or commerce, for example, or related to the process of visualization in general. We strongly encourage an emphasis on lessons learned from practical experience for application discussions, particularly where visualization has been employed in a real, working environment.


Listing from July/August 1999 -> September/October 2024 (in reverse chronological order):


Note:  The Visualization Blackboard Department was renamed to the Visualization Viewpoints Department starting with the July/August 1999 issue of IEEE Computer Graphics & Applications Magazine. From 1999 – 2001, the Visualization Viewpoints Department was co-edited by Theresa-Marie Rhyne and Lloyd Treinish.  With the May/June 2002 IEEE Computer Graphics & Applications Issue to the present, Theresa-Marie Rhyne has served as Editor.



September/October 2024

Business Data Visualization, Beyond the Boring

(Abstract)


Robert Kosara, Observable, San Francisco, CA, USA


R. Kosara, “Business Data Visualization, Beyond the Boring”, in IEEE Computer Graphics and Applications, vol. 44, no. 05, pp. 153-158, 2024.

September/October 2024.


DOI Bookmark: 10.1109/MCG.2024.3407489


July/August 2024

A New Default Colormap for ParaView

(Abstract)


Francesca Samsel, Texas Advanced Computing Center, University of Texas at Austin, Austin, TX, USA  

W. Alan Scott, Sandia National Laboratories, Albuquerque, NM, USA  

Kenneth Moreland, Oak Ridge National Laboratory, Oak Ridge, TN, USA


F. Samsel, W.A. Scott and K Moreland, “A New Default Colormap for ParaView”, in IEEE Computer Graphics and Applications, vol. 44, no. 04, pp. 150-160, 2024.

July/August 2024.


DOI Bookmark: 10.1109/MCG.2024.3383137


Is Native Naïve? Comparing Native Game Engines and WebXR as Immersive Analytics Development Platforms

(Abstract)


Peter W. S. Butcher, Bangor University, Bangor, U.K.  

Andrea Batch, U.S. Bureau of Economic Analysis, Suitland, MD, USA  

David Saffo, JP Morgan Chase & Co., New York, NY, USA  

Blair MacIntyre, JP Morgan Chase & Co., New York, NY, USA  

Niklas Elmqvist, Aarhus University, Aarhus, Denmark  

Panagiotis D. Ritsos, Bangor University, Bangor, U.K.


P. Butcher, A. Batch, D. Saffo, B. Macintyre, N. Elmqvist, and P. Ritsos, “Is Native Naïve? Comparing Native Game Engines and WebXR as Immersive Analytics Development Platforms”, in IEEE Computer Graphics and Applications, vol. 44, no. 03, pp. 91-98, 2024.


DOI Bookmark: 10.1109/MCG.2024.3367422


March/April 2024


Databiting: Lightweight, Transient, and Insight Rich Exploration of Personal Data

(Abstract)


Bradley Rey, University of British Columbia, Kelowna, BC, Canada  

Bongshin Lee, Microsoft Research, Redmond, WA, USA  

Eun Kyoung Choe, University of Maryland, College Park, MD, USA  

Pourang Irani, University of British Columbia, Kelowna, BC, Canada


  1. R.Bradley, B. Lee, E.K. Choe, and P. Irani, "Databiting: Lightweight, Transient, and

Insight Rich Exploration of Personal Data”, in IEEE Computer Graphics and Applications, vol. 44, no. 02, pp. 65-72, 2024.


DOI: 10.1109/MCG.2024.3353888


January/February 2024


Using Counterfactuals to Improve Causal Inferences From Visualizations

(Abstract)


David Borland, RENCI, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA  

Arran Zeyu Wang, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA  

David Gotz, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA


D. Borland, A.Z. Wang, and D. Gotz, "Using Counterfactuals to Improve Causal Inferences From Visualizations”, in IEEE Computer Graphics and Applications, vol. 44, no. 01, pp. 95-104, 2024.


DOI: 10.1109/MCG.2023.3338788


November/December 2023


Quantum Computing and Visualization: A Disruptive Technological Change Ahead

(Abstract)


E. Wes Bethel, San Francisco State University, San Francisco, CA, USA  

Mercy G. Amankwah, Case Western Reserve University, Cleveland, OH, USA  

Jan Balewski, Lawrence Berkeley National Laboratory, Berkeley, CA, USA  

Roel Van Beeumen, Lawrence Berkeley National Laboratory, Berkeley, CA, USA  

Daan Camps, Lawrence Berkeley National Laboratory, Berkeley, CA, USA  

Daniel Huang, San Francisco State University, San Francisco, CA, USA  

Talita Perciano, Lawrence Berkeley National Laboratory, Berkeley, CA, USA


W. Bethel, M. Amankwah, J. Balewski, R Van Beeumen, D. Camps, D. Huang. and T. Perciano, "Quantum Computing and Visualization: A Disruptive Technological Change Ahead”, in IEEE Computer Graphics and Applications, vol. 43, no. 06, pp. 101-111, 2023.


DOI: 10.1109/MCG.2023.3316932


September/October 2023


Grand Challenges in Visual Analytics Applications

(Abstract)


Aoyu Wu, Harvard University, Cambridge, MA, USA  

Dazhen Deng, Zhejiang University, Zhejiang, China  

Min Chen, University of Oxford, Oxford, U.K.  

Shixia Liu, Tsinghua University, Beijing, China  

Daniel Keim, University of Konstanz, Konstanz, Germany  

Ross Maciejewski, Arizona State University, Tempe, AZ, USA  

Silvia Miksch, TU Wien, Vienna, Austria  

Hendrik Strobelt, MIT-IBM Watson AI Lab, Cambridge, MA, USA  

Fernanda Viégas, Harvard University, Cambridge, MA, USA  

Martin Wattenberg, Harvard University, Cambridge, MA, USA


A Wu, D. Deng, M Chen, S. Liu, D. Keim, r. Maciejewski, S. Miksch, H. Strobelt, F. Viegas and M. Wattenberg, "Grand Challenges in Visual Analytics Applications”,

in IEEE Computer Graphics and Applications, vol. 43, no. 05, pp. 83-90, 2023.


DOI: 10.1109/MCG.2023.3284620


July/August 2023


A Problem Space for Designing Visualizations

(Abstract)


Michael Gleicher, University of Wisconsin—Madison, Madison, WI, USA  

Maria Riveiro, Jönköping University, Jönköping, Sweden  

Tatiana von Landesberger, Universität zu Köln, Köln, Germany  

Oliver Deussen, University of Konstanz, Konstaz, Germany  

Remco Chang, Tufts University, Medford, MA, USA  

Christina Gillman, Leipzig University, Leipzig, Germany


M. Gleicher, M. Riveiro, T. Von Landesberger, O. Deussen, R. Chang, and C. Gillman, "RA Problem Space for Designing Visualizations" in IEEE Computer Graphics and Applications, vol. 43, no. 04, pp. 111-120, 2023.


DOI: 10.1109/MCG.2023.3267213


May/June 2023


Rainbow Colormaps Are Not All Bad

(Abstract)


Colin Ware, University of New Hampshire, Durham, NH, USA  

Maureen Stone, Tableau Research, Seattle, WA, USA  

Danielle Albers Szafir, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA


C. Ware, M. Stone, and D.A. Szafir, "Rainbow Colormaps Are Not All Bad

" in IEEE Computer Graphics and Applications, vol. 43, no. 03, pp. 88-93, 2023.


DOI: 10.1109/MCG.2023.3246111


Mar/April 2023


The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications

(Abstract)


Stef van den Elzen, Eindhoven University of Technology, Eindhoven, The Netherlands  

Gennady Andrienko, Fraunhofer Institute IAIS, Sankt Augustin, Germany  

Natalia Andrienko, Fraunhofer Institute IAIS, Sankt Augustin, Germany  

Brian D. Fisher, Simon Fraser University, Burnaby, BC, Canada  

Rafael M. Martins, Linnaeus University, Vaxjo, Sweden  

Jaakko Peltonen, Tampere University, Tampere, Finland  

Alexandru C. Telea, Utrecht University, Utrecht, The Netherlands  

Michel Verleysen, University of Louvain, Ottignies-Louvain-la-Neuve, Belgium


  1. S.van den Elzen, G. Andrienko, N. Andirenko, B. Fisher, R Martins, J Peltonen, A. Telea, and M. Verleysen, “The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications”,  in IEEE Computer Graphics and Applications, vol. 43, no. 02, pp. 78-88, 2023.


DOI :10.1109/MCG.2023.3237286


Jan/Feb 2023


Pushing Visualization Research Frontiers: Essential Topics Not Addressed by Machine Learning

(Abstract)


Kwan-Liu Ma, University of California at Davis, Davis, CA, USA


K-L.. Ma , "Pushing Visualization Research Frontiers: Essential Topics Not Addressed by Machine Learning" in IEEE Computer Graphics and Applications, vol. 43, no. 01, pp. 97-102, 2023.


DOI:10.1109/MCG.2022.3225692


November/December 2022


Embracing Disciplinary Diversity in Visualization

(Abstract)


Tatiana Losev, Simon Fraser University, Burnaby, BC, Canada  

Justin Raynor, Northeastern University, Boston, MA, USA

Sheelagh Carpendale, Simon Fraser University, Burnaby, BC, Canada 

Melanie Tory, Northeastern University, Portland, ME, USA


T. Losey, J. Raynor, S. Carpendale and M. Tory , "Embracing Disciplinary Diversity in Visualization" in IEEE Computer Graphics and Applications, vol. 42, no. 06, pp. 64-71, 2022.


DOI: 10.1109/MCG.2022.3209605


September/October 2022


UTM City—Visualization of Unmanned Aerial Vehicles

(Abstract)


Jimmy Johansson Westberg, Karljohan Lundin Palmerius, Jonas Lundberg, Linköping University, Norrköping, Sweden


J. Westberg, L. Palmerius and J. Lundberg, "UTM City - Visualization of Unmanned Aerial Vehicles" in IEEE Computer Graphics and Applications, vol. 42, no. 05, pp. 84-89, 2022.


DOI: 10.1109/MCG.2022.3193160


July/August 2022


Technology Trends and Challenges for Large-Scale Scientific Visualization

(Abstract)


James Ahrens, Los Alamos National Laboratory, NM, USA


J. Ahrens, “Technology Trends and Challenges for Large-Scale Scientific Visualization” in IEEE Computer Graphics ad Applications, vol. 42, no. 04, pp. 114-119, 2022.


DOI: 10.1109/MCG.2022.3176325


May/June 2022


VisHikers’ Guide to Evaluation: Competing Considerations in Study Design

(Abstract)


Emily Wall, Emory University, Atlanta, GA, USA  

Cindy Xiong, University of Massachusetts - Amherst, Amherst, MA, USA  

Yea-Seul Kim, University of Wisconsin - Madison, Madison, WI, USA


E. Wall, C. Xiong and Y. Kim, "VisHikers’ Guide to Evaluation: Competing Considerations in Study Design" in IEEE Computer Graphics and Applications, vol. 42, no. 03, pp. 29-38, 2022.


DOI: 10.1109/MCG.2022.3152676



Mar/April 2022


More Than Meets the Eye: A Closer Look at Encodings in Visualization

(Abstract)


Robert Kosara, Tableau Research, Seattle, WA, USA


R. Kosara, "More Than Meets the Eye: A Closer Look at Encodings in Visualization" in IEEE Computer Graphics and Applications, vol. 42, no. 02, pp. 110-114, 2022.


DOI: 10.1109/MCG.2021.3138608


Jan/Feb 2022


Visual Analytics for Human-Centered Machine Learning

(Abstract)


Natalia Andrienko, City University of London, London, U.K.  

Gennady Andrienko, City University of London, London, U.K.  

Linara Adilova, Ruhr University Bochum, Bochum, Germany  

Stefan Wrobel, University of Bonn, Bonn, Germany


N. Andrienko, G. Andrienko, L. Adilova and S. Wrobel, "Visual Analytics for Human-Centered Machine Learning" in IEEE Computer Graphics and Applications, vol. 42, no. 01, pp. 123-133, 2022.


DOI Bookmark:  10.1109/MCG.2021.3130314


Nov/Dec 2021


The Role of Interactive Visualization in Fostering Trust in AI

(Abstract)


Emma Beauxis-Aussalet
Vrije Universiteit Amsterdam, Amsterdam, The Netherlands  
Michael BehrischUtrecht University, Utrecht, The Netherlands  
Rita BorgoKing's College London, London, United Kingdom  
Duen Horng ChauGeorgia Tech, Atlanta, GA, USA  
Christopher CollinsOntario Tech University, Ontario, Canada  
David EbertUniversity of Oklahoma, Norman, OK, USA  
Mennatallah El-AssadyUniversity of Konstanz, Konstanz, Germany  
Alex EndertGeorgia Tech, Atlanta, GA, USA  
Daniel A. KeimUniversity of Konstanz, Konstanz, Germany  
Jörn KohlhammerFraunhofer IGD, Darmstadt, Germany  
Daniela OelkeOffenburg University, Offenburg, Germany  
Jaakko PeltonenTampere University, Tampere, Finland  
Maria RiveiroJönköping University, Jönköping, Sweden  
Tobias SchreckGraz University of Technology, Graz, Austria  
Hendrik StrobeltIBM Research, Cambridge, MA, USA  
Jarke J. van WijkEindhoven University of Technology, Eindhoven, The Netherlands


E. Beauxis-Aussalet, et. al., The Role of Interactive Visualization in Fostering Trust in AI ”, in IEEE Computer Graphics and Applications, vol. 41, no. 6, pp. 7-15,  2021.


DOI Bookmark: 10.1109/MCG.2021.3107875


Sept/Oct 2021


Ten Open Challenges in Medical Visualization

(Abstract)


Christina GillmannLeipzig University, Leipzig, Germany  
Noeska N. SmitUniversity of Bergen and Haukeland University Hospital, Bergen, Norway  
Eduard GröllerTU Wien and VRVis Research Center, Wien, Austria  
Bernhard PreimUniversity of Magdeburg, Magdeburg, Germany  
Anna VilanovaEindhoven University of Technology, Eindhoven, The Netherlands  
Thomas WischgollWright State University, Dayton, OH, USA


Christina Gillmann, Noeska N. SmitEduard GröllerBernhard PreimAnna Vilanovaand Thomas Wischgoll “Ten Open Challenges in Medical Visualization”, in IEEE Computer Graphics and Applications, vol. 41, no. 5, pp. 7-15,  2021.


DOI Bookmark: 10.1109/MCG.2021.3094858


July/August 2021


The Value of Immersive Visualization

(Abstract)


Matthias KrausUniversity of Konstanz, Konstanz, Germany  

Karsten KleinUniversity of Konstanz, Konstanz, Germany  

Johannes FuchsUniversity of Konstanz, Konstanz, Germany  

Daniel KeimUniversity of Konstanz, Konstanz, Germany  

Falk SchreiberUniversity of Konstanz, Konstanz, Germany  

Michael SedlmairUniversity of Stuttgart, Stuttgart, Germany


Matthias Kraus, Karsten Klein, Johannes Fuchs, Daniel Keim, Falk Schreiber, and Michael Sedlmair, “The Value of Immersive Visualization”, in IEEE Computer Graphics and Applications, vol. 41, no. 4, pp. 125-132,  2021.


DOI Bookmark: 10.1109/MCG.2021.3075258


May/June 2021


Visual Analytics of Smartphone-Sensed Human Behavior and Health

(Abstract)


Hamid Mansoor, Worcester Polytechnic Institute, Worcester, MA, USA  

Walter Gerych, Worcester Polytechnic Institute, Worcester, MA, USA  

Abdulaziz Alajaji, Worcester Polytechnic Institute, Worcester, MA, USA  

Luke Buquicchio, Worcester Polytechnic Institute, Worcester, MA, USA  

Kavin Chandrasekaran, Worcester Polytechnic Institute, Worcester, MA, USA  

Emmanuel Agu, Worcester Polytechnic Institute, Worcester, MA, USA  

Elke A. Rundensteiner, Worcester Polytechnic Institute, Worcester, MA, USA


Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner, “Visual Analytics of Smartphone-Sensed Human Behavior and Health”, in IEEE Computer Graphics and Applications, vol. 41, no. 3, pp. 96-104,  2021.


DOI Bookmark: 10.1109/MCG.2021.3062474


March/April 2021


The Next Billion Users of Visualization

(Abstract)


Amit Jena, IITB-Monash Research Academy, Mumbai, India  

Matthew Butler, Department of Human-Centred Computing, Monash University, Melbourne, Australia  

Tim Dwyer, Department of Human-Centred Computing, Monash University, Melbourne, Australia  

Kirsten Ellis, Department of Human-Centred Computing, Monash University, Melbourne, Australia  

Ulrich Engelke, CSIRO Data61, Perth, Australia  

Reuben Kirkham, Department of Human-Centred Computing, Monash University, Melbourne, Australia  

Kim Marriott, Department of Human-Centred Computing, Monash University, Melbourne, Australia  

Cecile Paris, CSIRO Data61, Sydney, Australia  

Venkatesh Rajamanickam, IDC School of Design, Indian Institute of Technology Bombay, Mumbai, India


Amit Jena, Matthew Butler, Tim Dwyer, Kirsten Ellis, Ulrich Engelke, Reuben Kirkham, Kim Marriott, Cecile Paris, Venkatesh Rajamanickam, “The Next Billion Users of Visualization”, in IEEE Computer Graphics and Applications, vol. 41, no. 2, pp. 8-16, 2021.


DOI Bookmark: 10.1109/MCG.2020.3044071


January/February 2021


Using Artificial Intelligence to Visualize the Impacts of Climate Change

(Abstract)


Alexandra LuccioniUniversite de Montreal, Mila, Montreal, Canada  
Victor SchmidtUniversite de Montreal, Mila,  Montreal, Canada  
Vahe VardanyanUniversite de Montreal, Mila, Ubisoft, Montreal, Canada  
Yoshua BengioUniversite de Montreal, Mila, Montreal,

Canada


A. Luccioni, V. Schmidt,, V. Vardanyan and Y. Bengio, “Using Artificial Intelligence to Visualize the Impacts of Climate Change”, in IEEE Computer Graphics and Applications, vol. 41, no. 1  pp. 8 - 14, 2021.


DOI Bookmark: 10.1109/MCG.2020.3025425


November/December 2020


Challenges in Evaluating Interactive Visual Machine Learning Systems

(Abstract)


N. BoukhelifaINRAE, Université Paris-Saclay  

A. BezerianosUniversité Paris-Saclay, CNRS, Inria  

R. ChangTufts University  

C. CollinsOntario Tech University  

S. DruckerMicrosoft Research  

A. EndertGeorgia Tech  

J. HullmanNorthwestern University  

C. NorthVirginia Tech  

  1. M.SedlmairUniversity of Stuttgart


N. Boukhelifa, A. Bezerianos, R. Chang, C. Collins, S. Drucker, A. Endert, J. Hullman, C. North, and M. Sedlmair, “Challenges in Evaluating Interactive Visual Machine Learning Systems”, in IEEE Computer Graphics and Applications, vol. 40, no. 6, pp. 88-96, 2020.


DOI Bookmark: 10.1109/MCG.2020.3017064


September/October 2020


Exploring Reproducibility in Visualization

(Abstract)


Jean-Daniel FeketeInria  

Juliana FreireNew York University


J-D Fekete and J. Freire “Exploring Reproducibility in Visualization”, in IEEE Computer Graphics and Applications, vol. 40, no. 5, pp. 108 - 119, 2020.


DOI Bookmark: 10.1109/MCG.2020.3006412


July/August 2020


Close Reading for Visualization Evaluation

(Abstract)


Annie BaresThe University of Texas at Austin  

Daniel F. KeefeUniversity of Minnesota  

Francesca SamselThe University of Texas at Austin


  1. A.Bares, D. F. Keefe, and F. Samsel “Close Reading for Visualization Evaluation”, in IEEE Computer Graphics and Applications, vol. 40, no. 4, pp. 84 - 95, 2020.


DOI Bookmark: 10.1109/MCG.2020.2993889


May/June 2020


Putting the “I” in Interaction: Interactive Interfaces Personalized to individuals

(Abstract)


John WenskovitchVirginia Tech  

Michelle ZhouJuji, Inc.  

Christopher CollinsOntario Tech University  

Remco ChangTufts University  

Michelle DowlingVirginia Tech  

Alex EndertGeorgia Tech  

Kai XuMiddlesex University


J. Wenskovitch, M. Zhou, C. Collins, R. Chang, M. Dowling, A. Endert and K. Xu, “Putting the “I” in Interaction: Interactive Interfaces Personalized to Individuals”, in IEEE Computer Graphics and Applications, vol. 40, no. 3, pp. 84 - 82, 2020.


DOI Bookmark: 10.1109/MCG.2020.2982465


March/April 2020


Reaching Broader Audiences with Data Visualization

(Abstract)


Bongshin LeeMicrosoft Research  

Eun Kyoung ChoeUniversity of Maryland, College Park  

Petra IsenbergInria  

Kim MarriottMonash University  

John StaskoGeorgia Institute of Technology


B. Lee, E.K. Choe, P. Isenberg, K. Marriott, and J. Stasko, “Reaching Broader Audiences with Data Visualization”, in IEEE Computer Graphics and Applications, vol. 40, no. 2, pp. 82 - 90, 2020.

DOI Bookmark: 10.1109/MCG.2020.2968244


Jan/Feb 2020

Enabling Domain Expertise in Scientific Visualization With CinemaScience

(Abstract)


Terece L. TurtonLos Alamos National Laboratory  

Divya BaneshLos Alamos National LaboratoryUniversity of California, Davis  

Trinity OvermyerPurdue University  

Benjamin H. SimsLos Alamos National Laboratory  

David H. RogersLos Alamos National Laboratory


T.L. Turton, Divya Banesh, Trinity Overmyer, Benjamin H. Sims, and David H. Rogers “Enabling Domain Expertise in Scientific Visualization With CinemaScience”, in IEEE Computer Graphics and Applications, vol. 40, no. 1, pp. 90 - 98, 2020.

DOI Bookmark: 10.1109/MCG.2019.2954171


Nov/Dec 2019


In Situ Visualization for Computational Science

(Abstract)


Hank ChildsUniversity of Oregon  

Janine BennettSandia National Laboratories  

Christoph GarthTechnische Universität Kaiserslautern  

Bernd HentschelRWTH Aachen University


H. Childs, J. Bennett, C. Garth, and B. Henfschel, “In Situ Visualization for Computational Science”, in IEEE Computer Graphics and Applications, vol. 39, no. 6, pp. 76 - 85, 2019.

DOI Bookmark: 10.1109/MCG.2019.2936674


Sept/Oct 2019


An Emotional Response to the Value of Visualization

(Abstract)


Yun WangMicrosoft Research  
Adrien SegalAdriensegal.com  
Roberta KlatzkyCarnegie Mellon University  
Daniel F. KeefeUniversity of Minnesota  
Petra IsenbergInria  
Jorn HurtienneJulius-Maximilians-Universität Würzburg  
Eva HorneckerBauhaus-Universität Weimar  
Tim DwyerMonash University  
Stephen BarrassSONIFICATION.COM


Y. Wang, A. Segal, R. Klatzky, D.F. Keefe, P. Isenberg, J. Hurtienne, E. Hornecker, T. Dwyer, and S. Barrass, “An Emotional Response to the Value of Visualization”, in IEEE Computer Graphics and Applications, vol. 39, no. 5, pp. 8 - 17, 2019.

DOI Bookmark: 10.1109/MCG.2019.2923483


July/August 2019


Broadening Intellectual Diversity in Visualization Research Papers

(Abstract)


Bongshin LeeMicrosoft Research  
Kate IsaacsUniversity of Arizona  
Danielle Albers SzafirUniversity of Colorado Boulder  
G. E. MaraiUniversity of Illinois at Chicago  
Cagatay TurkayCity University of London  
Melanie ToryTableau Software  
Sheelagh CarpendaleSimon Fraser University  
Alex EndertGeorgia Tech


B. Lee, K. Isaacs, D.A. Szafir, G.E. Majaj, C. Turkay, M. Tory, S. Caprendale, and A. Endert, “Broadening Intellectual Diversity in Visualization Research Papers,” in IEEE Computer Graphics and Applications, vol. 39, no. 4, pp. 78 - 85, 2019. 

DOI Bookmark: 10.1109/MCG.2019.2914844


May/June 2019


Demonstrational Interaction for Data Visualization

(Abstract)


Bahador SaketGeorgia Institute of Technology  
Alex EndertGeorgia Institute of Technology


B. Saket and A. Endert “Demonstrational Interaction of Data Visualizaiton” in IEEE Computer Graphics and Applications, vol. 39, no. 3 pp. 67-72, 2019. 

DOI Bookmark: 10.1109/MCG.2019.2903711


March/April 2019


Teaching Data Visualization as a Skill

(Abstract)


Lindy RyanMontclair State University  
Deborah SilverRutgers University  
Robert S. LarameeSwansea University  
David EbertPurdue University  


L. Ryan, D. Silver, R.S. Laramee, and D. Ebert, “Teaching Data Visualization as a Skill,” in IEEE Computer Graphics and Applications, vol. 39, no. 2, pp. 95-103, 2019. 

DOI Bookmark: 10.1109/MCG.2018.2889526


January/February 2019


Independent and Collaborative Visualization Tool Development

(Abstract)


Yong WanUniversity of Utah  
Charles HansenUniversity of Utah  


Y. Wan and C. Hansen, “Independent and Collaborative Visualizaiton Tool Development, “ in IEEE Computer Graphics and Applications, vol. 39, no. 1, pp. 44 - 52, 2019. 

DOI Bookmark: 10.1109/MCG.2018.2874783


November/December 2018


Contextual Visualization

(Abstract)


David Borland , University of North Carolina at Chapel Hill

Wenyuan Wang , University of North Carolina at Chapel Hill

David Gotz , University of North Carolina at Chapel Hill


D. Borland, W. Wang and D. Gotz, "Contextual Visualization," in IEEE Computer Graphics and Applications, vol. 38, no. 6, pp. 17-23, 2018. 
doi:10.1109/MCG.2018.2874782


September/October 2018


OpenSpace: Bringing NASA Missions to the Public

(Abstract)


Alexander Bock , New York University

Charles Hansen , SCI Institute, University of Utah

Anders Ynnerman , Linköping University


A. Bock, C. Hansen and A. Ynnerman, "OpenSpace: Bringing NASA Missions to the Public," in IEEE Computer Graphics and Applications, vol. 38, no. 5, pp. 112-118, 2018. 

doi:10.1109/MCG.2018.053491735


July/August 2018


Visual Analytics for Explainable Deep Learning

(Abstract)


Jaegul Choo , Korea University

Shixia Liu , Tsinghua University


J. Choo and S. Liu, "Visual Analytics for Explainable Deep Learning," in IEEE Computer Graphics and Applications, vol. 38, no. 4, pp. 84-92, 2018.

doi:10.1109/MCG.2018.042731661


May/June 2018


Observations and Reflections on Visualization Literacy in Elementary School

(Abstract)


Fanny Chevalier , University of Toronto

Nathalie Henry Riche , Microsoft Research

Basak Alper , NASA-Jet Propulsion Laboratory

Catherine Plaisant , University of Maryland, College Park

Jeremy Boy , UN Global Pulse

Niklas Elmqvist , University of Maryland, College Park


Fanny Chevalier, Nathalie Henry Riche, Basak Alper, Catherine Plaisant, Jeremy Boy, Niklas Elmqvist, "Observations and Reflections on Visualization Literacy in Elementary School", IEEE Computer Graphics and Applications, vol. 38, no. , pp. 21-29, May./Jun. 2018, doi:10.1109/MCG.2018.032421650



March/April2018


Challenges in Visual Analysis of Ensembles

(Abstract)


Patricia Crossno , Sandia National Laboratories


P. Crossno, "Challenges in Visual Analysis of Ensembles," in IEEE Computer Graphics and Applications, vol. 38, no. 2, pp. 122-131, 2018. 
doi:10.1109/MCG.2018.021951640


January/February 2018


Optimizing Scientist Time through In Situ Visualization and Analysis

(Abstract)


John Patchett , Los Alamos National Laboratory

James Ahrens , Los Alamos National Laboratory


J. Patchett and J. Ahrens, "Optimizing Scientist Time through In Situ Visualization and Analysis," in IEEE Computer Graphics and Applications, vol. 38, no. 1, pp. 119-127, 2018. 
doi:10.1109/MCG.2018.011461533


November/December 2017


CI Thermometer: Visualizing Confidence Intervals in Correlation Analysis

(Abstract)


Agnieszka Wnuk , Warsaw University of Life Sciences

Konrad J. Debski , Polish Academy of Sciences

Marcin Kozak , University of Information Technology and Management in Rzeszów


Agnieszka Wnuk, Konrad J. Debski, Marcin Kozak, "CI Thermometer: Visualizing Confidence Intervals in Correlation Analysis", IEEE Computer Graphics and Applications, vol. 37, no. , pp. 103-108, November/December 2017, doi:10.1109/MCG.2017.4031058


September/October 2017


How Visualization Can Foster Diversity and Inclusion in New Generation Science

(Abstract)


Kelly Gaither , University of Texas at Austin


Kelly Gaither, "How Visualization Can Foster Diversity and Inclusion in Next-Generation Science", IEEE Computer Graphics and Applications, vol. 37, no. , pp. 106-112, September/October 2017, doi:10.1109/MCG.2017.3621230


July/August 2017


Pathways for Theoretical Advances in Visualization

(Abstract)


Min Chen , University of Oxford

Georges Grinstein , University of Massachusetts

Chris R. Johnson , University of Utah

Jessie Kennedy , Edinburgh Napier University

Melanie Tory , Tableau Software


Min Chen, Georges Grinstein, Chris R. Johnson, Jessie Kennedy, Melanie Tory, "Pathways for Theoretical Advances in Visualization", IEEE Computer Graphics and Applications, vol. 37, no. , pp. 103-112, July/August 2017, doi:10.1109/MCG.2017.3271463



May/June 2017


Apply or Die: On the Role and Assessment of Application Papers in Visualization

(Abstract)


Gunther H. Weber , Lawrence Berkeley National Laboratory

Sheelagh Carpendale , University of Calgary

David Ebert , Purdue University

Brian Fisher , Simon Fraser University

Hans Hagen , University of Kaiserslautern

Ben Shneiderman , University of Maryland

Anders Ynnerman , Linköping University


Gunther H. Weber, Sheelagh Carpendale, David Ebert, Brian Fisher, Hans Hagen, Ben Shneiderman, Anders Ynnerman, "Apply or Die: On the Role and Assessment of Application Papers in Visualization", IEEE Computer Graphics and Applications, vol. 37, no. , pp. 96-104, May-June 2017, doi:10.1109/MCG.2017.51


March/April 2017


Expanding Research Methods for a Realistic Understanding of Personal Visualization

(Abstract)


Alice Thudt , University of Calgary

Bongshin Lee , Microsoft Research

Eun Kyoung Choe , Pennsylvania State University

Sheelagh Carpendale , University of Calgary


Alice Thudt, Bongshin Lee, Eun Kyoung Choe, Sheelagh Carpendale, "Expanding Research Methods for a Realistic Understanding of Personal Visualization", IEEE Computer Graphics and Applications, vol. 37, no. , pp. 12-18, Mar.-Apr. 2017, doi:10.1109/MCG.2017.23



January/February 2017


Sampling for Scalable Visual Analytics

(Abstract)


Bum Chul Kwon , IBM T.J. Watson Research Center

Janu Verma , IBM T.J. Watson Research Center

Peter J. Haas , IBM Almaden Research Center

Cagatay Demiralp , IBM T.J. Watson Research Center


Bum Chul Kwon, Janu Verma, Peter J. Haas, Cagatay Demiralp, "Sampling for Scalable Visual Analytics", IEEE Computer Graphics and Applications, vol. 37, no. , pp. 100-108, Jan.-Feb. 2017, doi:10.1109/MCG.2017.6


November/December 2016


Network Visualization as a Higher-Order Visual Analysis Tool

(Abstract)


Tim Dwyer , Monash University


Tim Dwyer, "Network Visualization as a Higher-Order Visual Analysis Tool", IEEE Computer Graphics and Applications, vol. 36, no. , pp. 78-85, Nov.-Dec. 2016, doi:10.1109/MCG.2016.117


September/October 2016


Interacting with Large 3D Datasets on a Mobile Device

(Abstract)


Chris Schultz , Nvidia

Mike Bailey , Oregon State University


Chris Schultz, Mike Bailey, "Interacting with Large 3D Datasets on a Mobile Device", IEEE Computer Graphics

and Applications, vol. 36, no. , pp. 19-23, Sept.-Oct. 2016, doi:10.1109/MCG.2016.99


July/August 2016


Topic- and Time-Oriented Visual Text Analysis

(Abstract)


Wenwen Dou , University of North Carolina at Charlotte

Shixia Liu , Tsinghua University


Wenwen Dou, Shixia Liu, "Topic- and Time-Oriented Visual Text Analysis", IEEE Computer Graphics and Applications, vol.36, no. 4, pp. 8-13, July-Aug. 2016, doi:10.1109/MCG.2016.73


May/June 2016

Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization

(Abstract)


David Gotz , University of North Carolina at Chapel Hill

David Borland , University of North Carolina at Chapel Hill


David Gotz, David Borland, "Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization", IEEE Computer Graphics and Applications, vol.36, no. 3, pp. 90-96, May-June 2016, doi:10.1109/MCG.2016.59


March/April 2016


The Tensions of In Situ Visualization

(Abstract)


Kenneth Moreland , Sandia National Laboratories


Kenneth Moreland, "The Tensions of In Situ Visualization", IEEE Computer Graphics and Applications, vol.36, no. 2, pp. 5-9, Mar.-Apr. 2016, doi:10.1109/MCG.2016.35


January/February 2016


Presentation-Oriented Visualization Techniques

(Abstract)


Robert Kosara , Tableau Research


Robert Kosara, "Presentation-Oriented Visualization Techniques", IEEE Computer Graphics and Applications, vol.36, no. 1, pp. 80-85, Jan.-Feb. 2016, doi:10.1109/MCG.2016.2


November/December 2015


Visual Analytics for MOOC Data

(Abstract)


Huamin Qu , Hong Kong University of Science and Technology

Qing Chen , Hong Kong University of Science and Technology

pp. 69-75


Huamin Qu, Qing Chen, "Visual Analytics for MOOC Data", IEEE Computer Graphics and Applications, vol.35, no. 6, pp. 69-75, Nov.-Dec. 2015, doi:10.1109/MCG.2015.137


September/October 2015


More Than Telling a Story: Transforming Data into Visually Shared Stories (Abstract)


Bongshin Lee , Microsoft Research

Nathalie Henry Riche , Microsoft Research

Petra Isenberg , Inria

Sheelagh Carpendale , University of Calgary

pp. 84-90


Bongshin Lee, Nathalie Henry Riche, Petra Isenberg, Sheelagh Carpendale, "More Than Telling a Story: Transforming Data into Visually Shared Stories", IEEE Computer Graphics and Applications, vol.35, no. 5, pp. 84-90, Sept.-Oct. 2015, doi:10.1109/MCG.2015.99


July/August 2015


Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics (Abstract)


Alex Endert , Georgia Tech

Remco Chang , Tufts University

Chris North , Virginia Tech

Michelle Zhou , Juji

pp. 94-99


Alex Endert, Remco Chang, Chris North, Michelle Zhou, "Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics", IEEE Computer Graphics and Applications, vol.35, no. 4, pp. 94-99, July-Aug. 2015, doi:10.1109/MCG.2015.91


May/June 2015


Sharpening Analytic Focus to Cope with Big Data Volume and Variety: (Abstract)


Ben Shneiderman , University of Maryland

Catherine Plaisant , University of Maryland

pp. 10-14


Ben Shneiderman, Catherine Plaisant, "Sharpening Analytic Focus to Cope with Big Data Volume and Variety", IEEE Computer Graphics and Applications, vol.35, no. 3, pp. 10-14, May-June 2015, doi:10.1109/MCG.2015.64


March/April 2015


Increasing Scientific Data Insights about Exascale Class Simulations under Power and Storage Constraints (Abstract)

James Ahrens , Los Alamos National Laboratory

pp. 8-11


James Ahrens, "Increasing Scientific Data Insights about Exascale Class Simulations under Power and Storage Constraints", IEEE Computer Graphics and Applications, vol.35, no. 2, pp. 8-11, Mar.-Apr. 2015, doi:10.1109/MCG.2015.35


Jan/February 2015


A "Design First" Approach to Visualization Innovation (Abstract)

Celeste Lyn Paul , US Department of Defense

Randall Rohrer , US Department of Defense

Bohdan Nebesh , US Department of Defense

pp. 12-18


Celeste Lyn Paul, Randall Rohrer, Bohdan Nebesh, "A "Design First" Approach to Visualization Innovation", IEEE Computer Graphics and Applications, vol.35, no. 1, pp. 12-18, Jan.-Feb. 2015, doi:10.1109/MCG.2015.7


Nov/December 2014


Random Per-Element Luminance Modulation for Improved Visual Tracking (Abstract)

Russell M. Taylor II , University of North Carolina at Chapel Hill

Jonathan Harter , University of North Carolina at Chapel Hill

pp. 83-87


Russell M. Taylor II, Jonathan Harter, "Random Per-Element Luminance Modulation for Improved Visual Tracking", IEEE Computer Graphics and Applications, vol.34, no. 6, pp. 83-87, Nov.-Dec. 2014, doi:10.1109/MCG.2014.116


Sept/October 2014


2013 IEEE Scientific Visualization Contest Winner: Observing Genomics and Phenotypical Patterns in the Developing Mouse Brain(HTML)

Qihang Li , The Ohio State University

Gabriel Zachmann , University of Bremen

David Feng , Allen Institute for Brain Science

Kun Huang , The Ohio State University

Raghu Machiraju , The Ohio State University

pp. 88-97


Qihang Li, Gabriel Zachmann, David Feng, Kun Huang, Raghu Machiraju, “2013 IEEE Scientific Visualization Contest Winner: Observing Genomics and Phenotypical Patterns in the Developing Mouse Brain”, IEEE Computer Graphics and Applications, vol.34, no. 5, pp. 88-97, Sept.- Oct. 2014, http://doi.ieeecomputersociety.org/10.1109/MCG.2014.84


July/August 2014


Putting Science First: Distinguishing Visualizations from Pretty Pictures (Abstract)

Andrew J. Hanson , Indiana University

pp. 63-69


Andrew J. Hanson, "Putting Science First: Distinguishing Visualizations from Pretty Pictures", IEEE Computer Graphics and Applications, vol.34, no. 4, pp. 63-69, July-Aug. 2014, doi:10.1109/MCG.2014.71


May/June 2014


Future challenges for ensemble visualization (HTML)

Harald Obermaier , University of California, Davis

Kenneth I. Joy , University of California, Davis

pp. 8-11


Harald Obermaier, Kenneth I. Joy, “Future Challenges for Ensemble Visualization”, IEEE Computer Graphics and Applications, vol.34, no. 3, pp. 8-11, May - June 2014, http://doi.ieeecomputersociety.org/10.1109/MCG.2014.52


March/April 2014


Ontologies in Biological Data Visualization (Abstract)

Sheelagh Carpendale

Min Chen

Daniel Evanko

Nils Gehlenborg

Carsten Gorg

Larry Hunter

Francis Rowland

Margaret-Anne Storey

Hendrik Strobelt

pp. 8-15


Sheelagh Carpendale, Min Chen, Daniel Evanko, Nils Gehlenborg, Carsten Gorg, Larry Hunter, Francis Rowland, Margaret-Anne Storey, Hendrik Strobelt, "Ontologies in Biological Data Visualization", IEEE Computer Graphics and Applications, vol.34, no. 2, pp. 8-15, Mar.-Apr. 2014, doi:10.1109/MCG.2014.33


Jan/February 2014


Visual Embedding: A Model for Visualization (Abstract)

Cagatay Demiralp , Stanford Univ., Stanford, CA, USA

Carlos E. Scheidegger , AT&T Labs. Res., Florham Park, NJ, USA

Gordon L. Kindlmann , Univ. of Chicago, Chicago, IL, USA

David H. Laidlaw , Brown Univ., Providence, RI, USA

Jeffrey Heer , Univ. of Washington, Seattle, WA, USA

pp. 10-15


Cagatay Demiralp, Carlos E. Scheidegger, Gordon L. Kindlmann, David H. Laidlaw, Jeffrey Heer, "Visual Embedding: A Model for Visualization", IEEE Computer Graphics and Applications, vol.34, no. 1, pp. 10-15, Jan.-Feb. 2014, doi:10.1109/MCG.2014.18


Nov/December 2013


Visualization Collaborations: What Works and Why (Abstract)

Robert M. Kirby , University of Utah

Miriah Meyer , University of Utah

pp. 82-88


Robert M. Kirby, Miriah Meyer, "Visualization Collaborations: What Works and Why", IEEE Computer Graphics and Applications, vol.33, no. 6, pp. 82-88, Nov.-Dec. 2013, doi:10.1109/MCG.2013.101


Sept/October 2013


2012 IEEE Visualization Contest Winner: Visualizing Polarization Domains in Barium Titanate (HTML)

Katrin Scharnowski , University of Stuttgart

Michael Krone , University of Stuttgart

Filip Sadlo , University of Stuttgart

Philipp Beck , University of Stuttgart

Johannes Roth , University of Stuttgart

Hans-Rainer Trebin , University of Stuttgart

Thomas Ertl , University of Stuttgart

pp. 9-17


K. Scharnowski, M. Krone, F. Sadio, P. Beck, J. Roth, H-R. Trebin, T. Ertl, “2012 IEEE Visualization Contest Winner: Visualization Polarization Domains in Barium Titanate”, IEEE Computer Graphics and Applications, vol.33, no. 5, pp. 9-17, Sept.-Oct. 2013, http://doi.ieeecomputersociety.org/10.1109/MCG.2013.68


July/August 2013


Beyond Control Panels: Direct Manipulation for Visual Analytics (Abstract)

A. Endert

L. Bradel

C. North

pp. 6-13


A. Endert, L. Bradel, C. North, "Beyond Control Panels: Direct Manipulation for Visual Analytics", IEEE Computer Graphics and Applications, vol.33, no. 4, pp. 6-13, July-Aug. 2013, doi:10.1109/MCG.2013.53


May/June 2013


Using GPU Shaders for Visualization, Part 3 (Abstract)

M. Bailey , Oregon State Univ., Corvallis, OR, USA

pp. 5-11


M. Bailey, "Using GPU Shaders for Visualization, Part 3", IEEE Computer Graphics and Applications, vol.33, no. 3, pp. 5-11, May-June 2013, doi:10.1109/MCG.2013.49


March/April 2013


Data Visualization on Interactive Surfaces: A Research Agenda (Abstract)

P. Isenberg

T. Isenberg

T. Hesselmann

Bongshin Lee

U. von Zadow

A. Tang

pp. 16-24


P. Isenberg, T. Isenberg, T. Hesselmann, Bongshin Lee, U. von Zadow, A. Tang, "Data Visualization on Interactive Surfaces: A Research Agenda", IEEE Computer Graphics and Applications, vol.33, no. 2, pp. 16-24, March-April 2013, doi:10.1109/MCG.2013.24


Jan/February 2013


Visualization of Uncertainty without a Mean (Abstract)

K. Potter

S. Gerber

E. W. Anderson

pp. 75-79


K. Potter, S. Gerber, E. W. Anderson, "Visualization of Uncertainty without a Mean", IEEE Computer Graphics and Applications, vol.33, no. 1, pp. 75-79, Jan.-Feb. 2013, doi:10.1109/MCG.2013.14


Nov/December 2012


Understanding Visualization by Understanding Individual Users (HTML)

C. Ziemkiewicz

A. Ottley

R. J. Crouser

K. Chauncey

S. L. Su

R. Chang

pp. 88-94


C. Ziemkiewicz, A. Ottlely, R.J. Crouser, K. Chauncey, S.K. Su, R. Chang, “Understanding Visualization by Understanding Individual Users”, IEEE Computer Graphics and Applications, vol.32, no. 6, pp. 88-94, Nov.-Dec 2012, http://doi.ieeecomputersociety.org/10.1109/MCG.2012.120


Sept/October 2012


2011 IEEE Visualization Contest Winner: Visualizing Unsteady Vortical Behavior of a Centrifugal Pump (Abstract)

M. Otto , Univ. of Magdeburg, Magdeburg, Germany

A. Kuhn , Univ. of Magdeburg, Magdeburg, Germany

W. Engelke , Univ. of Magdeburg, Magdeburg, Germany

H. Theisel , Univ. of Magdeburg, Magdeburg, Germany

pp. 12-19


M. Otto, A. Kuhn, W. Engelke, H. Theisel, "2011 IEEE Visualization Contest Winner: Visualizing Unsteady Vortical Behavior of a Centrifugal Pump", IEEE Computer Graphics and Applications, vol.32, no. 5, pp. 12-19, Sept.-Oct. 2012, doi:10.1109/MCG.2012.95


July/August 2012


The Top 10 Challenges in Extreme-Scale Visual Analytics (Abstract)

Pak Chung Wong , Pacific Northwest National Laboratory

Han-Wei Shen , Ohio State University

Christopher R. Johnson , University of Utah

Chaomei Chen , Drexel University

Robert B. Ross , Argonne National Laboratory

pp. 63-67


Pak Chung Wong, Han-Wei Shen, Christopher R. Johnson, Chaomei Chen, Robert B. Ross, "The Top 10 Challenges in Extreme-Scale Visual Analytics", IEEE Computer Graphics and Applications, vol.32, no. 4, pp. 63-67, July-Aug. 2012, doi:10.1109/MCG.2012.87


May/June 2012


Watch Out for Superman: First Visualize, Then Analyze (Abstract)

Marcin Kozak , University of Information Technology and Management in Rzeszow

pp. 6-9


Marcin Kozak, "Watch Out for Superman: First Visualize, Then Analyze", IEEE Computer Graphics and Applications, vol.32, no. 3, pp. 6-9, May-June 2012, doi:10.1109/MCG.2012.46


March/April 2012


In Color Perception, Size Matters (Abstract)

Maureen Stone , StoneSoup Consulting

pp. 8-13


Maureen Stone, "In Color Perception, Size Matters", IEEE Computer Graphics and Applications, vol.32, no. 2, pp. 8-13, March-April 2012, doi:10.1109/MCG.2012.37


Jan/February 2012


Scientific Storytelling Using Visualization (Abstract)

Kwan-Liu Ma , University of California, Davis

Isaac Liao , University of California, Davis

Jennifer Frazier , The Exploratorium

Helwig Hauser , University of Bergen

Helen-Nicole Kostis , NASA Goddard Space Flight Center

pp. 12-19


Kwan-Liu Ma, Isaac Liao, Jennifer Frazier, Helwig Hauser, Helen-Nicole Kostis, "Scientific Storytelling Using Visualization", IEEE Computer Graphics and Applications, vol.32, no. 1, pp. 12-19, January/February 2012, doi:10.1109/MCG.2012.24


Nov/December 2011


Toward a General I/O Layer for Parallel-Visualization Applications (Abstract)

Wesley Kendall , University of Tennessee, Knoxville

Jian Huang , University of Tennessee, Knoxville

Tom Peterka , Argonne National Laboratory

Robert Latham , Argonne National Laboratory

Robert Ross , Argonne National Laboratory

pp. 6-10


Wesley Kendall, Jian Huang, Tom Peterka, Robert Latham, Robert Ross, "Toward a General I/O Layer for Parallel-Visualization Applications", IEEE Computer Graphics and Applications, vol.31, no. 6, pp. 6-10, Nov.-Dec. 2011, doi:10.1109/MCG.2011.102


Sept/October 2011


2010 IEEE Visualization Contest Winner: Interactive Planning for Brain Tumor Resections (Abstract)

Stefan Diepenbrock

Jörg-Stefan Praßni , University of Münster

Florian Lindemann , University of Münster

Hans-Werner Bothe , University Hospital Münster

Timo Ropinski , Linköping University

pp. 6-13


Stefan Diepenbrock, Jörg-Stefan Praßni, Florian Lindemann, Hans-Werner Bothe, Timo Ropinski, "2010 IEEE Visualization Contest Winner: Interactive Planning for Brain Tumor Resections", IEEE Computer Graphics and Applications, vol.31, no. 5, pp. 6-13, Sept.-Oct. 2011, doi:10.1109/MCG.2011.70


July/August 2011


Collaboration-Specific Color-Map Design (Abstract)

David Borland , Renaissance Computing Institute

Alan Huber , University of North Carolina at Chapel Hill

pp. 7-11


David Borland, Alan Huber, "Collaboration-Specific Color-Map Design", IEEE Computer Graphics and Applications, vol.31, no. 4, pp. 7-11, July/August 2011, doi:10.1109/MCG.2011.55


May/June 2011


Can Computers Master the Art of Communication?: A Focus on Visual Analytics (Abstract)

Klaus Mueller , Stony Brook University

Supriya Garg , Stony Brook University

Julia EunJu Nam , Stony Brook University

Tamara Berg , Stony Brook University

Kevin T. McDonnell , Stony Brook University

pp. 14-21


Klaus Mueller, Supriya Garg, Julia EunJu Nam, Tamara Berg, Kevin T. McDonnell, "Can Computers Master the Art of Communication?: A Focus on Visual Analytics", IEEE Computer Graphics and Applications, vol.31, no. 3, pp. 14-21, May/June 2011, doi:10.1109/MCG.2011.39


March/April 2011


Using GPU Shaders for Visualization, Part 2 (Abstract)

Mike Bailey , Oregon State University

pp. 67-73


Mike Bailey, "Using GPU Shaders for Visualization, Part 2", IEEE Computer Graphics and Applications, vol.31, no. 2, pp. 67-73, March/April 2011, doi:10.1109/MCG.2011.29


Jan/February 2011


Visualization at Supercomputing Centers: The Tale of Little Big Iron and the Three Skinny Guys (Abstract)

E. Wes Bethel , Lawrence Berkeley National Laboratory

John van Rosendale , College of William and Mary

Dale Southard , Nvidia

Kelly Gaither , University of Texas at Austin

Hank Childs , Lawrence Berkeley National Laboratory

Eric Brugger , Lawrence Livermore National Laboratory

Sean Ahern , Oak Ridge National Laboratory

pp. 90-95


E. Wes Bethel, John van Rosendale, Dale Southard, Kelly Gaither, Hank Childs, Eric Brugger, Sean Ahern, "Visualization at Supercomputing Centers: The Tale of Little Big Iron and the Three Skinny Guys", IEEE Computer Graphics and Applications, vol.31, no. 1, pp. 90-95, January/February 2011, doi:10.1109/MCG.2011.13


Nov/December 2010


Improved Scatterplot Design (Abstract)

Marcin Kozak , Warsaw University of Life Sciences

pp. 3-7


Marcin Kozak, "Improved Scatterplot Design", IEEE Computer Graphics and Applications, vol.30, no. 6, pp. 3-7, November/December 2010, doi:10.1109/MCG.2010.112


Sept/October 2010


Beyond Bertin: Seeing the Forest despite the Trees (Abstract)

Caroline Ziemkiewicz , Brown University

Robert Kosara , University of North Carolina at Charlotte

pp. 7-11


Caroline Ziemkiewicz, Robert Kosara, "Beyond Bertin: Seeing the Forest despite the Trees", IEEE Computer Graphics and Applications, vol.30, no. 5, pp. 7-11, September/October 2010, doi:10.1109/MCG.2010.83


July/August 2010


Visualization in Transportation: Challenges and Opportunities for Everyone (Abstract)

Michael L. Pack , University of Maryland, College Park

pp. 90-96


Michael L. Pack, "Visualization in Transportation: Challenges and Opportunities for Everyone", IEEE Computer Graphics and Applications, vol.30, no. 4, pp. 90-96, July/August 2010, doi:10.1109/MCG.2010.79


May/June 2010


Chasing the Negawatt: Visualization for Sustainable Living (Abstract)

Lyn Bartram , Simon Fraser University

Johnny Rodgers , Simon Fraser University

Kevin Muise , Simon Fraser University

pp. 8-14


Lyn Bartram, Johnny Rodgers, Kevin Muise, "Chasing the Negawatt: Visualization for Sustainable Living", IEEE Computer Graphics and Applications, vol.30, no. 3, pp. 8-14, May/June 2010, doi:10.1109/MCG.2010.50


March/April 2010


Integrating Visualization and Interaction Research to Improve Scientific Workflows (Abstract)

Daniel F. Keefe , University of Minnesota, Twin Cities

pp. 8-13


Daniel F. Keefe, "Integrating Visualization and Interaction Research to Improve Scientific Workflows", IEEE Computer Graphics and Applications, vol.30, no. 2, pp. 8-13, March/April 2010, doi:10.1109/MCG.2010.30


January/February 2010


We All Live in a Virtual Submarine (Abstract)

Paul Chapman , Glasgow School of Art

Kim Bale , University of Hull

Pierre Drap , Laboratoire des Sciences de l'Information et des Systèmes

pp. 85-89


Paul Chapman, Kim Bale, Pierre Drap, "We All Live in a Virtual Submarine", IEEE Computer Graphics and Applications, vol.30, no. 1, pp. 85-89, January/February 2010, doi:10.1109/MCG.2010.20



Nov/December 2009


In Situ Visualization at Extreme Scale: Challenges and Opportunities (Abstract)

Kwan-Liu Ma , University of California, Davis

pp. 14-19


Kwan-Liu Ma, "In Situ Visualization at Extreme Scale: Challenges and Opportunities", IEEE Computer Graphics and Applications, vol.29, no. 6, pp. 14-19, November/December 2009, doi:10.1109/MCG.2009.120


Sept/October 2009


Using GPU Shaders for Visualization (Abstract)

Mike Bailey , Oregon State University

pp. 96-100


Mike Bailey, "Using GPU Shaders for Visualization", IEEE Computer Graphics and Applications, vol.29, no. 5, pp. 96-100, September/October 2009, doi:10.1109/MCG.2009.102


July/August 2009


Motivation and Procrastination: Methods for Evaluating Pragmatic Casual Information Visualizations (Abstract)

David W. Sprague , University of Victoria

Melanie Tory , University of Victoria

pp. 86-91


David W. Sprague, Melanie Tory, "Motivation and Procrastination: Methods for Evaluating Pragmatic Casual Information Visualizations", IEEE Computer Graphics and Applications, vol.29, no. 4, pp. 86-91, July/August 2009, doi:10.1109/MCG.2009.70


May/June 2009


Linking Multidimensional Feature Space Cluster Visualization to Multifield Surface Extraction (Abstract)

Lars Linsen , Jacobs University

Tran Van Long , Jacobs University

Paul Rosenthal , Jacobs University

pp. 85-89


Lars Linsen, Tran Van Long, Paul Rosenthal, "Linking Multidimensional Feature Space Cluster Visualization to Multifield Surface Extraction", IEEE Computer Graphics and Applications, vol.29, no. 3, pp. 85-89, May/June 2009, doi:10.1109/MCG.2009.45


March/April 2009


Defining Insight for Visual Analytics (Abstract)

Remco Chang , University of North Carolina at Charlotte

Caroline Ziemkiewicz , University of North Carolina at Charlotte

Tera Marie Green , Simon Fraser University

William Ribarsky , University of North Carolina at Charlotte

pp. 14-17


Remco Chang, Caroline Ziemkiewicz, Tera Marie Green, William Ribarsky, "Defining Insight for Visual Analytics", IEEE Computer Graphics and Applications, vol.29, no. 2, pp. 14-17, March/April 2009, doi:10.1109/MCG.2009.22


Jan/February 2009


Data, Information, and Knowledge in Visualization (Abstract)

Min Chen , Swansea University

David Ebert , Purdue University

Hans Hagen , Technical University of Kaiserslautern

Robert S. Laramee , Swansea University

Robert van Liere , CWI, Amsterdam

Kwan-Liu Ma , University of California, Davis

William Ribarsky , University of North Carolina, Charlotte

Gerik Scheuermann , University of Leipzig

Deborah Silver , Rutgers University

pp. 12-19


Min Chen, David Ebert, Hans Hagen, Robert S. Laramee, Robert van Liere, Kwan-Liu Ma, William Ribarsky, Gerik Scheuermann, Deborah Silver, "Data, Information, and Knowledge in Visualization", IEEE Computer Graphics and Applications, vol.29, no. 1, pp. 12-19, January/February 2009, doi:10.1109/MCG.2009.6


Nov/December 2008


Adding a Visualization Feature to Web Search Engines: It's Time (Abstract)

Pak Chung Wong , Pacific Northwest National Laboratory

pp. 11-13


Pak Chung Wong, "Adding a Visualization Feature to Web Search Engines: It's Time", IEEE Computer Graphics and Applications, vol.28, no. 6, pp. 11-13, November/December 2008, doi:10.1109/MCG.2008.110


Sept/October 2008


The Need for Verifiable Visualization (Abstract)

Robert M. Kirby , University of Utah

Claudio T. Silva , University of Utah

pp. 78-83


Robert M. Kirby, Claudio T. Silva, "The Need for Verifiable Visualization", IEEE Computer Graphics and Applications, vol.28, no. 5, pp. 78-83, September/October 2008, doi:10.1109/MCG.2008.103


July/August 2008


No Discussion


May/June 2008


Visualization Criticism (Abstract)

Robert Kosara , University of North Carolina, Charlotte

Fritz Drury , Rhode Island School of Design

Lars Erik Holmquist , Swedish Institute of Computer Science

David H. Laidlaw , Brown University

pp. 13-15


Robert Kosara, Fritz Drury, Lars Erik Holmquist, David H. Laidlaw, "Visualization Criticism", IEEE Computer Graphics and Applications, vol.28, no. 3, pp. 13-15, May/June 2008, doi:10.1109/MCG.2008.63


March/April 2008


Toward a Perceptual Theory of Flow Visualization (Abstract)

Colin Ware , University of New Hampshire

pp. 6-11


Colin Ware, "Toward a Perceptual Theory of Flow Visualization", IEEE Computer Graphics and Applications, vol.28, no. 2, pp. 6-11, March/April 2008, doi:10.1109/MCG.2008.39


Jan/February 2008


An Information-Theoretic View of Visual Analytics (Abstract)

Chaomei Chen , Drexel University

pp. 18-23


Chaomei Chen, "An Information-Theoretic View of Visual Analytics", IEEE Computer Graphics and Applications, vol.28, no. 1, pp. 18-23, January/February 2008, doi:10.1109/MCG.2008.2


Nov/December 2007


Revisiting the Need for Formal Education in Visualization (Abstract)

Holly Rushmeier , Yale University

Jason Dykes , The City University, London

John Dill , Simon Fraser University

Peter Yoon , Trinity College

pp. 12-16


Holly Rushmeier, Jason Dykes, John Dill, Peter Yoon, "Revisiting the Need for Formal Education in Visualization", IEEE Computer Graphics and Applications, vol.27, no. 6, pp. 12-16, November/December 2007, doi:10.1109/MCG.2007.156


Sept/October 2007


Machine Learning to Boost the Next Generation of Visualization Technology (Abstract)

Kwan-Liu Ma , University of California at Davis

pp. 6-9


Kwan-Liu Ma, "Machine Learning to Boost the Next Generation of Visualization Technology", IEEE Computer Graphics and Applications, vol.27, no. 5, pp. 6-9, September/October 2007, doi:10.1109/MCG.2007.129


July/August 2007


Google's Geospatial Organizing Principle (Abstract)

Michael T. Jones , Google

pp. 8-13


Michael T. Jones, "Google's Geospatial Organizing Principle", IEEE Computer Graphics and Applications, vol.27, no. 4, pp. 8-13, July/August 2007, doi:10.1109/MCG.2007.82


May/June 2007


From Abstract Painting to Information Visualization (Abstract)

Kang Zhang , University of Texas at Dallas

pp. 12-16


Kang Zhang, "From Abstract Painting to Information Visualization", IEEE Computer Graphics and Applications, vol.27, no. 3, pp. 12-16, May/June 2007, doi:10.1109/MCG.2007.58


March/April 2007


Rainbow Color Map (Still) Considered Harmful (Abstract)

David Borland , University of North Carolina at Chapel Hill

Russell M. Taylor II , University of North Carolina at Chapel Hill

pp. 14-17


David Borland, Russell M. Taylor II, "Rainbow Color Map (Still) Considered Harmful", IEEE Computer Graphics and Applications, vol.27, no. 2, pp. 14-17, March/April 2007, doi:10.1109/MCG.2007.46


Jan/February 2007


Dynamic Sharing of Large-Scale Visualization (Abstract)

Jian Huang , University of Tennessee, Knoxville

Huadong Liu , University of Tennessee, Knoxville

Micah Beck , University of Tennessee, Knoxville

Andrew Gaston , University of Tennessee, Knoxville

Jinzhu Gao , Oak Ridge National Laboratory

Terry Moore , University of Tennessee, Knoxville

pp. 20-25


Jian Huang, Huadong Liu, Micah Beck, Andrew Gaston, Jinzhu Gao, Terry Moore, "Dynamic Sharing of Large-Scale Visualization", IEEE Computer Graphics and Applications, vol.27, no. 1, pp. 20-25, January/February 2007, doi:10.1109/MCG.2007.6



Nov/December 2006


Bridging the gaps (Abstract)

J.J. van Wijk , Technische Universiteit, Eindhoven

pp. 6-9


J.J. van Wijk, "Bridging the gaps", IEEE Computer Graphics and Applications, vol.26, no. 6, pp. 6-9, November/December 2006, doi:10.1109/MCG.2006.120


Sept/October 2006


Broadening Our Collaboration with Design (Abstract)

Benjamin Watson , North Carolina State University

pp. 18-21


Benjamin Watson, "Broadening Our Collaboration with Design", IEEE Computer Graphics and Applications, vol.26, no. 5, pp. 18-21, September/October 2006, doi:10.1109/MCG.2006.99


July/August 2006


Beyond Geovisualization (Abstract)

Menno Jan Kraak , International Institute of Geo-Information Science and Earth Observation

pp. 6-9


Menno Jan Kraak, "Beyond Geovisualization", IEEE Computer Graphics and Applications, vol.26, no. 4, pp. 6-9, July/August 2006, doi:10.1109/MCG.2006.74


May/June 2006


Toward Measuring Visualization Insight (Abstract)

Chris North , Virginia Polytechnic Institute and State University

pp. 6-9


Chris North, "Toward Measuring Visualization Insight", IEEE Computer Graphics and Applications, vol.26, no. 3, pp. 6-9, May/June 2006, doi:10.1109/MCG.2006.70


March/April 2006


NIH-NSF Visualization Research Challenges Report Summary (Abstract)

Tamara Munzner , University of British Columbia

Chris Johnson , University of Utah

Robert Moorhead , Mississippi State University

Hanspeter Pfister , Mitsubishi Electric Research Laboratories

Penny Rheingans , University of Maryland, Baltimore County

Terry S. Yoo , National Library of Medicine

pp. 20-24


Tamara Munzner, Chris Johnson, Robert Moorhead, Hanspeter Pfister, Penny Rheingans, Terry S. Yoo, "NIH-NSF Visualization Research Challenges Report Summary", IEEE Computer Graphics and Applications, vol.26, no. 2, pp. 20-24, March/April 2006, doi:10.1109/MCG.2006.44


Jan/February 2006


A Visual Analytics Agenda (Abstract)

James J. Thomas , Pacific Northwest National Laboratory

Kristin A. Cook , Pacific Northwest National Laboratory

pp. 10-13


James J. Thomas, Kristin A. Cook, "A Visual Analytics Agenda", IEEE Computer Graphics and Applications, vol.26, no. 1, pp. 10-13, January/February 2006, doi:10.1109/MCG.2006.5


Nov/December 2005


Designing a Visualization Framework for Multidimensional Data (Abstract)

Brent Dennis , North Carolina State University

Sarat Kocherlakota , North Carolina State University

Amit Sawant , North Carolina State University

Laura Tateosian , North Carolina State University

Christopher G. Healey , North Carolina State University

pp. 10-15


Brent Dennis, Sarat Kocherlakota, Amit Sawant, Laura Tateosian, Christopher G. Healey, "Designing a Visualization Framework for Multidimensional Data", IEEE Computer Graphics and Applications, vol.25, no. 6, pp. 10-15, November/December 2005, doi:10.1109/MCG.2005.128


Sept/October 2005


Evaluating Visualizations: Do Expert Reviews Work? (Abstract)

Melanie Tory , University of British Columbia

Torsten M?ller , Simon Fraser University

pp. 8-11


Melanie Tory, Torsten M?ller, "Evaluating Visualizations: Do Expert Reviews Work?", IEEE Computer Graphics and Applications, vol.25, no. 5, pp. 8-11, September/October 2005, doi:10.1109/MCG.2005.102


July/August 2005


Top 10 Unsolved Information Visualization Problems (Abstract)

Chaomei Chen , Drexel University

pp. 12-16


Chaomei Chen, "Top 10 Unsolved Information Visualization Problems", IEEE Computer Graphics and Applications, vol.25, no. 4, pp. 12-16, July/August 2005, doi:10.1109/MCG.2005.91


May/June 2005


Do You See What I Mean? (Abstract)

David J. Duke , University of Leeds

Ken W. Brodlie , University of Leeds

David A. Duce , Oxford Brookes University

Ivan Herman , Centrum voor Wiskunde en Informatica (CWI)

pp. 6-9


David J. Duke, Ken W. Brodlie, David A. Duce, Ivan Herman, "Do You See What I Mean?", IEEE Computer Graphics and Applications, vol.25, no. 3, pp. 6-9, May/June 2005, doi:10.1109/MCG.2005.55


March/April 2005


Artistic Collaboration in Designing VR Visualizations (Abstract)

Daniel F. Keefe , Brown University

David B. Karelitz , Brown University

Eileen L. Vote , Brown University

David H. Laidlaw , Brown University

pp. 18-23


Daniel F. Keefe, David B. Karelitz, Eileen L. Vote, David H. Laidlaw, "Artistic Collaboration in Designing VR Visualizations", IEEE Computer Graphics and Applications, vol.25, no. 2, pp. 18-23, March/April 2005, doi:10.1109/MCG.2005.34


Jan/February 2005


Information Visualization at 10 (Abstract)

Stephen G. Eick , SSS Research and University of Illinois at Chicago

pp. 12-14


Stephen G. Eick, "Information Visualization at 10", IEEE Computer Graphics and Applications, vol.25, no. 1, pp. 12-14, January/February 2005, doi:10.1109/MCG.2005.11


Nov/December 2004


The Top Five Problems that Motivated My Work (Abstract)

Bill Hibbard , University of Wisconsin--Madison

pp. 9-13


Bill Hibbard, "The Top Five Problems that Motivated My Work", IEEE Computer Graphics and Applications, vol.24, no. 6, pp. 9-13, November/December 2004, doi:10.1109/MCG.2004.62


Sept/October 2004


Finding Needles in Large-Scale Multivariate Data Haystacks (Abstract)

Matthew Ward , Worcester Polytechnic Institute

pp. 16-19


Matthew Ward, "Finding Needles in Large-Scale Multivariate Data Haystacks", IEEE Computer Graphics and Applications, vol.24, no. 5, pp. 16-19, September/October 2004, doi:10.1109/MCG.2004.27


July/August 2004


Top Scientific Visualization Research Problems (Abstract)

Chris Johnson , University of Utah

pp. 13-17


Chris Johnson, "Top Scientific Visualization Research Problems", IEEE Computer Graphics and Applications, vol.24, no. 4, pp. 13-17, July/August 2004, doi:10.1109/MCG.2004.20


May/June 2004


Visualization's Role in Analyzing Computational Fluid Dynamics Data (Abstract)

Kelly Gaither , The University of Texas at Austin, Texas Advanced Computing Center

pp. 13-15


Kelly Gaither, "Visualization's Role in Analyzing Computational Fluid Dynamics Data", IEEE Computer Graphics and Applications, vol.24, no. 3, pp. 13-15, May/June 2004, doi:10.1109/MCG.2004.1297005


March/April 2004


Visualization and 3D Data Processing in the David Restoration (Abstract)

Marco Callieri , Institute of Information Science and Technologies, Italian National Research Council

Paolo Cignoni , Institute of Information Science and Technologies, Italian National Research Council

Fabio Ganovelli , Institute of Information Science and Technologies, Italian National Research Council

Gaetano Impoco , Institute of Information Science and Technologies, Italian National Research Council

Claudio Montani , Institute of Information Science and Technologies, Italian National Research Council

Paolo Pingi , Institute of Information Science and Technologies, Italian National Research Council

Federico Ponchio , Institute of Information Science and Technologies, Italian National Research Council

Roberto Scopigno , Institute of Information Science and Technologies, Italian National Research Council

pp. 16-21


Marco Callieri, Paolo Cignoni, Fabio Ganovelli, Gaetano Impoco, Claudio Montani, Paolo Pingi, Federico Ponchio, Roberto Scopigno, "Visualization and 3D Data Processing in the David Restoration", IEEE Computer Graphics and Applications, vol.24, no. 2, pp. 16-21, March/April 2004, doi:10.1109/MCG.2004.10025


Jan/February 2004


Geovisualization for Knowledge Construction and Decision Support (Abstract)

Alan M. MacEachren , GeoVISTA Center and Pennsylvania State University

Mark Gahegan , GeoVISTA Center and Pennsylvania State University

William Pike , GeoVISTA Center and Pennsylvania State University

Isaac Brewer , GeoVISTA Center and Pennsylvania State University

Guoray Cai , GeoVISTA Center and Pennsylvania State University

Eugene Lengerich , GeoVISTA Center and Pennsylvania State University

Frank Hardisty , University of South Carolina

pp. 13-17


Alan M. MacEachren, Mark Gahegan, William Pike, Isaac Brewer, Guoray Cai, Eugene Lengerich, Frank Hardisty, "Geovisualization for Knowledge Construction and Decision Support", IEEE Computer Graphics and Applications, vol.24, no. 1, pp. 13-17, January/February 2004, doi:10.1109/MCG.2004.10006


Nov/December 2003


Why Not Make Interfaces Better than 3D Reality? (Abstract)

Ben Shneiderman , University of Maryland

pp. 12-15


Ben Shneiderman, "Why Not Make Interfaces Better than 3D Reality?", IEEE Computer Graphics and Applications, vol.23, no. 6, pp. 12-15, November/December 2003, doi:10.1109/MCG.2003.1242376


Sept/October 2003


A Next Step: Visualizing Errors and Uncertainty (Abstract)

Chris R. Johnson , Scientific Computing and Imaging Institute, University of Utah

Allen R. Sanderson , Scientific Computing and Imaging Institute, University of Utah

pp. 6-10


Chris R. Johnson, Allen R. Sanderson, "A Next Step: Visualizing Errors and Uncertainty", IEEE Computer Graphics and Applications, vol.23, no. 5, pp. 6-10, September/October 2003, doi:10.1109/MCG.2003.1231171


July/August 2003


User Studies: Why, How, and When? (Abstract)

Robert Kosara , VRVis Research Center, Austria

Christopher G. Healey , North Carolina State University

Victoria Interrante , University of Minnesota

David H. Laidlaw , Brown University

Colin Ware , University of New Hampshire

pp. 20-25


Robert Kosara, Christopher G. Healey, Victoria Interrante, David H. Laidlaw, Colin Ware, "User Studies: Why, How, and When?", IEEE Computer Graphics and Applications, vol.23, no. 4, pp. 20-25, July/August 2003, doi:10.1109/MCG.2003.1210860


May/June 2003


Does the Difference between Information and Scientific Visualization Really Matter? (Abstract)

Theresa-Marie Rhyne , North Carolina State University

pp. 6-8


Theresa-Marie Rhyne, "Does the Difference between Information and Scientific Visualization Really Matter?", IEEE Computer Graphics and Applications, vol.23, no. 3, pp. 6-8, May/June 2003, doi:10.1109/MCG.2003.1198256


March/April 2003


The Grid and Future Visualization System Architectures (Abstract)

John Shalf , Lawrence Berkeley National Laboratory

E.Wes Bethel , Lawrence Berkeley National Laboratory

pp. 6-9


John Shalf, E.Wes Bethel, "The Grid and Future Visualization System Architectures", IEEE Computer Graphics and Applications, vol.23, no. 2, pp. 6-9, March/April 2003, doi:10.1109/MCG.2003.1185573


Jan/February 2003


Adaptive Graphics (Abstract)

Ioana M. Boier-Martin

pp. 6-10


Ioana M. Boier-Martin, "Adaptive Graphics", IEEE Computer Graphics and Applications, vol.23, no. 1, pp. 6-10, January/February 2003, doi:10.1109/MCG.2003.1159606


Nov/December 2002


Visual Debugging (Abstract)

Patricia Crossno

David Rogers

pp. 6-10


Patricia Crossno, David Rogers, "Visual Debugging", IEEE Computer Graphics and Applications, vol.22, no. 6, pp. 6-10, November/December 2002, doi:10.1109/MCG.2002.1046622


Sept/October 2002


The Next Frontier for Bio- and Cheminformatics Visualization (Abstract)

John Peter Lee

Daniel Carr

Georges Grinstein

John Kinney

Jeffrey Saffer

pp. 6-11


John Peter Lee, Daniel Carr, Georges Grinstein, John Kinney, Jeffrey Saffer, "The Next Frontier for Bio- and Cheminformatics Visualization", IEEE Computer Graphics and Applications, vol.22, no. 5, pp. 6-11, September/October 2002, doi:10.1109/MCG.2002.1028720


July/August 2002


Information at a Glance (Abstract)

Blaine Bell

Steven Feiner

Tobias Höllerer

pp. 6-9


Blaine Bell, Steven Feiner, Tobias Höllerer, "Information at a Glance", IEEE Computer Graphics and Applications, vol.22, no. 4, pp. 6-9, July/August 2002, doi:10.1109/MCG.2002.1016691


May/June 2002


Visualizing Multiple Fields on the Same Surface (Abstract)

Russell Taylor

pp. 6-10


"Visualizing Multiple Fields on the Same Surface", IEEE Computer Graphics and Applications, vol.22, no. 3, pp. 6-10, May/June 2002, doi:10.1109/MCG.2002.10014


March/April 2002


Perception and Painting: A Search for Effective, Engaging Visualizations (Abstract)

Christopher G. Healey

James T. Enns

pp. 10-15


"Perception and Painting: A Search for Effective, Engaging Visualizations", IEEE Computer Graphics and Applications, vol.22, no. 2, pp. 10-15, March/April 2002, doi:10.1109/MCG.2002.10009


January/February 2002


Are We There Yet? Exploring With Dynamic Visualization (Abstract)

Penny Rheingans

pp. 6-10


Penny Rheingans, "Are We There Yet? Exploring With Dynamic Visualization", IEEE Computer Graphics and Applications, vol.22, no. 1, pp. 6-10, January/February 2002, doi:10.1109/38.974511


Nov/December 2001


Minimal Graphics (Abstract)

Ivan Hearman

David Duke

pp. 18-21


"Minimal Graphics", IEEE Computer Graphics and Applications, vol.21, no. 6, pp. 18-21, November/December 2001, doi:10.1109/MCG.2001.10013


Sept/October 2001


Visualizing the Real World (Abstract)

Lars Nyland

Anselmo Lastra

pp. 6-10


Lars Nyland, Anselmo Lastra, "Visualizing the Real World", IEEE Computer Graphics and Applications, vol.21, no. 5, pp. 6-10, September/October 2001, doi:10.1109/38.946624


July/August 2001


Real-Time Visualization in the Offshore Industry (Abstract)

Paul Chapman

Peter Stevens

Derek Wills

Graham Brookes

pp. 6-10


Paul Chapman, Peter Stevens, Derek Wills, Graham Brookes, "Real-Time Visualization in the Offshore Industry", IEEE Computer Graphics and Applications, vol.21, no. 4, pp. 6-10, July/August 2001, doi:10.1109/38.953465


May/June 2001


The Transfer Function Bake-Off (Abstract)

Hanspeter Pfister

Bill Lorensen

Chandrajit Bajaj

Gordon Kindlmann

Will Schroeder

Lisa Sobierajski Avila

Ken Martin

Raghu Machiraju

Jinho Lee

pp. 16-22


Hanspeter Pfister, Bill Lorensen, Chandrajit Bajaj, Gordon Kindlmann, Will Schroeder, Lisa Sobierajski Avila, Ken Martin, Raghu Machiraju, Jinho Lee, "The Transfer Function Bake-Off", IEEE Computer Graphics and Applications, vol.21, no. 3, pp. 16-22, May/June 2001, doi:10.1109/38.920623


March/April 2001


Loose, Artistic "Textures" for Visualization (Abstract)

David H. Laidlaw

pp. 6-9


David H. Laidlaw, "Loose, Artistic "Textures" for Visualization", IEEE Computer Graphics and Applications, vol.21, no. 2, pp. 6-9, March/April 2001, doi:10.1109/38.909009


Jan/February 2001


Interacting with Direct Volume Rendering (Abstract)

Mike Bailey

pp. 10-12


Mike Bailey, "Interacting with Direct Volume Rendering", IEEE Computer Graphics and Applications, vol.21, no. 1, pp. 10-12, January/February 2001, doi:10.1109/38.895124


Nov/December 2000


Harnessing Natural Textures for Multivariate Visualization (Abstract)

Victoria Interrante

pp. 6-11


Victoria Interrante, "Harnessing Natural Textures for Multivariate Visualization", IEEE Computer Graphics and Applications, vol.20, no. 6, pp. 6-11, November/December 2000, doi:10.1109/MCG.2000.888001


Sept/October2000


Visualizing Visualizations: User Interfaces for Managing and Exploring Scientific Visualization Data (Abstract)

Kwan-Liu Ma

pp. 16-19


Kwan-Liu Ma, "Visualizing Visualizations: User Interfaces for Managing and Exploring Scientific Visualization Data", IEEE Computer Graphics and Applications, vol.20, no. 5, pp. 16-19, September/October 2000, doi:10.1109/38.865874


July/August 2000


Do We Need Formal Education in Visualization? (Abstract)

Gitta Domik

pp. 16-19


Gitta Domik, "Do We Need Formal Education in Visualization?", IEEE Computer Graphics and Applications, vol.20, no. 4, pp. 16-19, July/August 2000, doi:10.1109/38.851744


May/June 2000


Visualization Dot Com (Abstract)

Wes Bethel

pp. 17-20


Wes Bethel, "Visualization Dot Com", IEEE Computer Graphics and Applications, vol.20, no. 3, pp. 17-20, May/June 2000, doi:10.1109/38.844367


March/April 2000


Data Signatures and Visualization of Scientific Data Sets (Abstract)

Pak Chung Wong

Harlan Foote

Ruby Leung

Dan Adams

Jim Thomas

pp. 12-15


Pak Chung Wong, Harlan Foote, Ruby Leung, Dan Adams, Jim Thomas, "Data Signatures and Visualization of Scientific Data Sets", IEEE Computer Graphics and Applications, vol.20, no. 2, pp. 12-15, March/April 2000, doi:10.1109/38.824451


Jan/Feb 2000


No Discussion


Nov/Dec1999


No Discussion


Sept/Oct1999


Visualizing High-Resolution Accelerator Physics (Abstract)

Patrick S. McCormick

Ji Qiang

Robert D. Ryne

pp. 11-13


Patrick S. McCormick, Ji Qiang, Robert D. Ryne, "Visualizing High-Resolution Accelerator Physics", IEEE Computer Graphics and Applications, vol.19, no. 5, pp. 11-13, September/October 1999, doi:10.1109/38.788792


July/August 1999


Draw on the Wall (Abstract)

Turner Whitted

pp. 6-9


Turner Whitted, "Draw on the Wall", IEEE Computer Graphics and Applications, vol.19, no. 4, pp. 6-9, July/August 1999, doi:10.1109/38.773957