Publications

2023

Thumbnail image for publication titled: Designing visualization dashboards for aligning experimental and analytical results in systems genetics addiction research

Designing visualization dashboards for aligning experimental and analytical results in systems genetics addiction research

Jane Adams, Robyn Ball, Jason Bubier, Elissa Chesler, and Michelle A. Borkin. Gordon Research Conference (GRC). 2023.

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Thumbnail image for publication titled: Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems

Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems

Peter Sheridan Dodds, Joshua R Minot, Michael V Arnold, Thayer Alshaabi, Jane Adams, David Rushing Dewhurst, Tyler J Gray, Morgan R Frank, Andrew J Reagan, and Christopher M Danforth. EPJ Data Science. 2023.

DevOps for DataVis: a survey and provocation for teaching deployment of data visualizations

Jane Adams. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2023.

A collection of benchmark datasets for evaluating graph layout algorithms

Sara Di Bartolomeo, Eduardo Puerta, Connor Wilson, Tarik Crnovrsanin, and Cody Dunne. Poster at Graph Drawing and Network Visualization—GD Posters. 2023.

Exploratory thematic analysis of crowdsourced photosensitivity warnings

Laura South, Caglar Yildirim, Amy Pavel, and Michelle A. Borkin. In Proc. CHI Conference on Human Factors in Computing Systems Late-Breaking Work—CHI LBW. 2023.

Thumbnail image for publication titled: The arrangement of marks impacts afforded messages: ordering, partitioning, spacing, and coloring in bar charts

The arrangement of marks impacts afforded messages: ordering, partitioning, spacing, and coloring in bar charts

Racquel Fygenson, Steven Franconeri, and Enrico Bertini. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

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SliceLens: guided exploration of machine learning datasets

Daniel Kerrigan and Enrico Bertini. Proceedings of the Workshop on Human-In-the-Loop Data Analytics. 2023.

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Average estimates in line graphs are biased toward areas of higher variability

Dominik Moritz, Lace M. Padilla, Francis Nguyen, and Steven L. Franconeri. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

Thumbnail image for publication titled: Augmented reality as a visualization technique for scholarly publications in astronomy: an empirical evaluation

Augmented reality as a visualization technique for scholarly publications in astronomy: an empirical evaluation

Jane L. Adams, Laura South, Arzu Çöltekin, Alyssa Goodman, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

Thumbnail image for publication titled: One artist's personal reflections on methods and ethics of creating mixed media artificial intelligence art

One artist's personal reflections on methods and ethics of creating mixed media artificial intelligence art

Jane Adams. AAAI 2023 Workshop on Creative AI Across Modalities. 2023.

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Unraveling the design space of immersive analytics: a systematic review

David Saffo, Sara Di Bartolomeo, Tarik Crnovrsanin, Laura South, Justin Raynor, Caglar Yildirim, and Cody Dunne. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

Indy Survey Tool: A framework to unearth correlations in survey data

Tarik Crnovrsanin, Sara Di Bartolomeo, Connor Wilson, and Cody Dunne. In Proc. IEEE Visualization Conference—VIS. 2023.

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Latent prism

Jane Adams. VISAP. 2023.

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Eco-Mending

Jane L. Adams and Racquel Fygenson. VISAP. 2023.

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Heuristics for supporting cooperative dashboard design

Vidya Setlur, Michael Correll, Arvind Satyanarayan, and Melanie Tory. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2023.

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Investigating the visual utility of differentially private scatterplots

Liudas Panavas, Tarik Crnovrsanin, Jane Lydia Adams, Jonathan Ullman, Ali Sargavad, Melanie Tory, and Cody Dunne. IEEE Transactions on Visualization and Computer Graphics—TVCG. 2023.

Thumbnail image for publication titled: Through their eyes and in their shoes: providing group awareness during collaboration across virtual reality and desktop platforms

Through their eyes and in their shoes: providing group awareness during collaboration across virtual reality and desktop platforms

David Saffo, Andrea Batch, Cody Dunne, and Niklas Elmqvist. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2023.

Thumbnail image for publication titled: Process and pitfalls of online teaching and learning with Design Study 'Lite' Methodology: A retrospective analysis

Process and pitfalls of online teaching and learning with Design Study 'Lite' Methodology: A retrospective analysis

Uzma Haque Syeda, Cody Dunne, and Michelle A. Borkin. Computer Graphics Forum—EuroVis/CGF. 2023.

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Ask and you shall receive (a graph drawing): Testing ChatGPT's potential to apply graph layout algorithms

Sara Di Bartolomeo, Giorgio Severi, Victor Schetinger, and Cody Dunne. Proc. EuroVis Conference on Visualization—EuroVis. 2023.

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Thumbnail image for publication titled: Doom or deliciousness: challenges and opportunities for visualization in the age of generative models

Doom or deliciousness: challenges and opportunities for visualization in the age of generative models

Victor Schetinger, Sara Di Bartolomeo, Mennatallah El-Assady, Andrew McNutt, Matthias Miller, and Jane Adams. Computer Graphics Forum—EuroVis/CGF. 2023.

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2022

Thumbnail image for publication titled: Multiple Forecast Visualizations (MFVs): trade-offs in trust and performance in multiple COVID-19 forecast visualizations

Multiple Forecast Visualizations (MFVs): trade-offs in trust and performance in multiple COVID-19 forecast visualizations

Lace Padilla, Racquel Fygenson, Spencer C. Castro, and Enrico Bertini. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2022.

Impact of COVID-19 forecast visualizations on pandemic risk perceptions

Lace Padilla, Helia Hosseinpour, Racquel Fygenson, Jennifer Howell, Rumi Chunara, and Enrico Bertini. Scientific Reports. 2022.

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Ready player viz: player-created data visualizations for video games

Jane Adams and Michael Davinroy. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2022.

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StoryFacets: A design study on storytelling with visualizations for collaborative data analysis

Deokgun Park, Mohamed Suhail, Minsheng Zheng, Cody Dunne, Eric Ragan, and Niklas Elmqvist. Information Visualization—IVI. 2022.

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Principles of Query Visualization

Wolfgang Gatterbauer, Cody Dunne, H. V. Jagadish, and Mirek Riedewald. IEEE Data Engineering Bulletin—DEBull. 2022.

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Thumbnail image for publication titled: How do you converse with an analytical chatbot? Revisiting Gricean maxims for designing analytical conversational behavior

How do you converse with an analytical chatbot? Revisiting Gricean maxims for designing analytical conversational behavior

Vidya Setlur and Melanie Tory. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2022.

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Photosensitive accessibility for interactive data visualizations

Laura South and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2022.

Effective use of Likert scales in visualization evaluations: a systematic review

Laura South, David Saffo, Olga Vitek, Cody Dunne, and Michelle A. Borkin. Computer Graphics Forum—EuroVis/CGF. 2022.

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Juvenile graphical perception: A comparison between children and adults

Liudas Panavas, Amy Worth, Tarik Crnovrsanin, Tejas Sathyamurthi, Sara Cordes, Michelle A. Borkin, and Cody Dunne. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2022.

Visual utility evaluation of differentially private scatterplots

Liudas Panavas, Tarik Crnovrsanin, Jane Adams, Ali Sargavad, Melanie Tory, and Cody Dunne. Poster at IEEE VIS—VIS Posters. 2022.

GenoREC: A recommendation system for interactive genomics data visualization

Aditeya Pandey, Sehi L'Yi, Qianwen Wang, Michelle A. Borkin, and Nils Gehlenborg. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2022.

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Effect of anthropomorphic glyph design on the accuracy of categorization tasks

Aditeya Pandey, Peter Bex, and Michelle A. Borkin. In Proc. Extended Abstracts of CHI Conference on Human Factors in Computing Systems—CHI EA. 2022.

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The worst graph layout algorithm ever

Sara Di Bartolomeo, Matěj Lang, and Cody Dunne. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2022.

DyStopia: Into a potential future of IEEE VIS under Plan S

Lonni Besançon and Cody Dunne. Proc. alt.VIS workshop at IEEE VIS—alt.VIS. 2022.

Thumbnail image for publication titled: The state of the art in BGP visualization tools: A mapping of visualization techniques to cyberattack types

The state of the art in BGP visualization tools: A mapping of visualization techniques to cyberattack types

Justin Raynor, Tarik Crnovrsanin, Sara Di Bartolomeo, Laura South, David Saffo, and Cody Dunne. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2022.

Six methods for transforming layered hypergraphs to apply layered graph layout algorithms

Sara Di Bartolomeo, Alexis Pister, Paolo Buono, Catherine Plaisant, Cody Dunne, and Jean-Daniel Fekete. Computer Graphics Forum—EuroVis/CGF. 2022.

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Embracing disciplinary diversity in visualization

Tatiana Losev, Justin Raynor, Sheelagh Carpendale, and Melanie Tory. IEEE Computer Graphics and Applications—CGA. 2022.

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2021

Finding their data voice: practices and challenges of dashboard users

Melanie Tory, Lyn Bartram, Brittany Fiore-Gartland, and Anamaria Crisan. IEEE Computer Graphics and Applications—CGA. 2021.

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Untidy data: the unreasonable effectiveness of tables

Lyn Bartram, Michael Correll, and Melanie Tory. IEEE Transactions on Visualization and Computer Graphics—TVCG. 2021.

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A survey of domain knowledge elicitation in applied machine learning

Daniel Kerrigan, Jessica Hullman, and Enrico Bertini. Multimodal Technologies and Interaction. 2021.

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Detecting and defending against seizure-inducing GIFs in social media

Laura South, David Saffo, and Michelle A. Borkin. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2021.

VisConnect: distributed event synchronization for collaborative visualization

Michail Schwab, David Saffo, Yixuan Zhang, Shash Sinha, Cristina Nita-Rotaru, James Tompkin, Cody Dunne, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2021.

Two paths towards the future of remote studies using social VR

David Saffo, Sara Di Bartolomeo, Liudas Panavas, Caglar Yildirim, and Cody Dunne. In Proc. 1st XR Remote Research Workshop @ CHI 2021. 2021.

Thumbnail image for publication titled: STRATISFIMAL LAYOUT: A modular optimization model for laying out layered node-link network visualizations

STRATISFIMAL LAYOUT: A modular optimization model for laying out layered node-link network visualizations

Sara Di Bartolomeo, Mirek Riedewald, Wolfgang Gatterbauer, and Cody Dunne. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2021.

Thumbnail image for publication titled: Scalable Scalable Vector Graphics: Automatic translation of interactive SVGs to a multithread VDOM for fast rendering

Scalable Scalable Vector Graphics: Automatic translation of interactive SVGs to a multithread VDOM for fast rendering

Michail Schwab, David Saffo, Nicholas Bond, Shash Sinha, Cody Dunne, Jeff Huang, James Tompkin, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—TVCG. 2021.

A state-of-the-art survey of tasks for tree design and evaluation with a curated task dataset

Aditeya Pandey, Uzma Haque Syeda, Chaitya Shah, John A. Guerra-Gomez, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—TVCG. 2021.

Remote and collaborative virtual reality experiments via social VR platforms

David Saffo, Sara Di Bartolomeo, Caglar Yildirim, and Cody Dunne. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2021.

Grand challenges in immersive analytics

Barrett Ens, Benjamin Bach, Maxime Cordeil, Ulrich Engelke, Marcos Serrano, Wesley Willett, Arnaud Prouzeau, Christoph Anthes, Wolfgang Büschel, Cody Dunne, Tim Dwyer, Jens Grubert, Jason H. Haga, Nurit Kirshenbaum, Dylan Kobayashi, Tica Lin, Monsurat Olaosebikan, Fabian Pointecker, David Saffo, Nazmus Saquib, Dieter Schmalstieg, Danielle Albers Szafir, Matt Whitlock, and Yalong Yang. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2021.

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Daisen: A framework for visualizing detailed GPU execution

Yifan Sun, Yixuan Zhang, Ali Mosallaei, Michael D. Shah, Cody Dunne, and David Kaeli. Computer Graphics Forum—EuroVis/CGF. 2021.

Thumbnail image for publication titled: Visualization in astrophysics: developing new methods, discovering our universe, and educating the earth

Visualization in astrophysics: developing new methods, discovering our universe, and educating the earth

Fangfei Lan, Michael Young, Lauren Anderson, Anders Ynnerman, Alexander Bock, Michelle A. Borkin, Angus G. Forbes, Juna A. Kollmeier, and Bei Wang. Computer Graphics Forum—CGF. 2021.

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2020

Thumbnail image for publication titled: Design study 'lite' methodology: Expediting design studies and enabling the synergy of visualization pedagogy and social good

Design study 'lite' methodology: Expediting design studies and enabling the synergy of visualization pedagogy and social good

Uzma Haque Syeda, Prasanth Murali, Lisa Roe, Becca Berkey, and Michelle A. Borkin. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2020.

Generating seizure-inducing sequences with interactive visualizations

Laura South and Michelle A. Borkin. Poster at InfoVis: IEEE Information Visualization—VIS Posters. 2020.

Ethical considerations of photosensitive epilepsy in mixed reality

Laura South and Michelle A. Borkin. In Proc. Workshop on Exploring Potentially Abusive Ethical, Social and Political Implications of Mixed Reality Research in HCI. 2020.

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DebateVis: Visualizing political debates for non-expert users

Laura South, Michail Schwab, Nick Beauchamp, Lu Wang, John Wihbey, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2020.

Two dimensions for organizing immersive analytics: toward a taxonomy for facet and position

David Saffo, Sara Di Bartolomeo, Caglar Yildirim, and Cody Dunne. In Proc. 4th Workshop on Immersive Analytics: Envisioning Future Productivity for Immersive Analytics—IA Workshop. 2020.

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Sequence Braiding: Visual overviews of temporal event sequences and attributes

Sara Di Bartolomeo, Yixuan Zhang, Fangfang Sheng, and Cody Dunne. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2020.

QueryVis: Logic-based diagrams help users understand complicated SQL queries faster

Aristotelis Leventidis, Jiahui Zhang, Cody Dunne, Wolfgang Gatterbauer, H. V. Jagadish, and Mirek Riedewald. In Proc. ACM SIGMOD International Conference on Management of Data—SIGMOD. 2020.

Loch Prospector: Metadata visualization for lakes of open data

Neha Makhija, Mansi Jain, Nikolaos Tziavelis, Laura Di Rocco, Sara Di Bartolomeo, and Cody Dunne. In Proc. IEEE Visualization Conference—VIS. 2020.

Just TYPEical: Visualizing common function type signatures in R

Cameron Moy, Julia Belyakova, Alexi Turcotte, Sara Di Bartolomeo, and Cody Dunne. In Proc. IEEE Visualization Conference—VIS. 2020.

Information visualization for diabetes management: A literature review

Yixuan Zhang, Andrea G. Parker, and Cody Dunne. In Proc. 14th EAI International Conference on Pervasive Computing Technologies for Healthcare—PervasiveHealth. 2020.

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Evaluating the effect of timeline shape on visualization task performance

Sara Di Bartolomeo, Aditeya Pandey, Aristotelis Sigiouan Leventidis, David Saffo, Uzma Haque Syeda, Elin Carstensdottir, Magy Seif El-Nasr, Michelle A. Borkin, and Cody Dunne. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2020.

Thumbnail image for publication titled: Data Comets: Designing a visualization tool for analyzing autonomous aerial vehicle logs with grounded evaluation

Data Comets: Designing a visualization tool for analyzing autonomous aerial vehicle logs with grounded evaluation

David Saffo, Aristotelis Leventidis, Twinkle Jain, Michelle A. Borkin, and Cody Dunne. Computer Graphics Forum—EuroVis/CGF. 2020.

Crowdsourcing virtual reality experiments using VRChat

David Saffo, Sara Di Bartolomeo, Caglar Yildirim, and Cody Dunne. In Proc. CHI Conference on Human Factors in Computing Systems Late-Breaking Work—CHI LBW. 2020.

2019

IDMVis: Temporal event sequence visualization for type 1 diabetes treatment decision support

Yixuan Zhang, Kartik Chanana, and Cody Dunne. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2019.

Thumbnail image for publication titled: GeoSocialVis: Visualizing geosocial academic co-authorship networks by balancing topology- and geography-based layout

GeoSocialVis: Visualizing geosocial academic co-authorship networks by balancing topology- and geography-based layout

David Saffo, Michail Schwab, Michelle A. Borkin, and Cody Dunne. Poster at InfoVis: IEEE Information Visualization—VIS Posters. 2019.

Thumbnail image for publication titled: Evaluating alignment approaches in superimposed time-series and temporal event-sequence visualizations

Evaluating alignment approaches in superimposed time-series and temporal event-sequence visualizations

Yixuan Zhang, Sara Di Bartolomeo, Fangfang Sheng, and Cody Dunne. In Proc. IEEE Visualization Conference—VIS. 2019.

Thumbnail image for publication titled: CerebroVis: designing an abstract yet spatially contextualized cerebral arteries network visualization

CerebroVis: designing an abstract yet spatially contextualized cerebral arteries network visualization

Aditeya Pandey, Harsh Shukla, Geoffrey S. Young, Lei Qin, Amir A. Zamani, Liangge Hsu, Raymond Huang, Cody Dunne, and Michelle A. Borkin. IEEE Transactions on Visualization and Computer Graphics—VIS/TVCG. 2019.

Easypz.js: Interaction binding for pan and zoom visualizations

Michail Schwab, James Tompkin, Jeff Huang, and Michelle A. Borkin. In Proc. IEEE Visualization Conference—VIS. 2019.

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Evaluating pan and zoom timelines and sliders

Michail Schwab, Sicheng Hao, Olga Vitek, James Tompkin, Jeff Huang, and Michelle A. Borkin. In Proc. CHI Conference on Human Factors in Computing Systems—CHI. 2019.

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2018

Close and distant reading via named entity network visualization: A case study of Women Writers Online

Sarah Campbell, Zheng-yan Yu, Sarah Connell, and Cody Dunne. In Proc. 3rd Workshop on Visualization for the Digital Humanities—VIS4DH. 2018.

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Thumbnail image for publication titled: CerebroVis: Topology and constraint-based network layout for the visualization of cerebrovascular arteries

CerebroVis: Topology and constraint-based network layout for the visualization of cerebrovascular arteries

Aditeya Pandey, Harsh Shukla, Geoffrey S. Young, Lei Qin, Cody Dunne, and Michelle A. Borkin. Poster at InfoVis: IEEE Information Visualization—VIS Posters. 2018.

Homepage | Code | Video Preview | BibTeX | Best poster VIS 2018!

2017

Analyzing student travel patterns with augmented data visualizations

Carl Skelton, Manpreet Kaur Juneja, Cody Dunne, Jeremy Bowes, Steve Szigeti, Minsheng Zheng, Marcus Gordon, and Sara Diamond. In Proc. ACM Conference Companion Publication on Designing Interactive Systems—DIS. 2017.

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BubbleView: An alternative to eye-tracking for crowdsourcing image importance

Nam Wook Kim, Zoya Bylinskii, Michelle A. Borkin, Krzysztof Z. Gajos, Aude Oliva, Fredo Durand, and Hanspeter Pfister. ACM Transactions on Computer-Human Interaction—TOCHI. 2017.

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2016

Thumbnail image for publication titled: Quantitative, qualitative, and historical urban data visualization tools for professionals and stakeholders

Quantitative, qualitative, and historical urban data visualization tools for professionals and stakeholders

Cody Dunne, Carl Skelton, Sara Diamond, Isabel Meirelles, and Mauro Martino. In Proc. Distributed, Ambient and Pervasive Interactions, Held as Part of HCI International—DAPI. 2016.

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2015

Eye fixation metrics for large scale evaluation and comparison of information visualizations

Zoya Bylinskii, Michelle A. Borkin, Nam Wook Kim, Hanspeter Pfister, and Aude Oliva. Workshop on Eye Tracking and Visualization—ETVIS. 2015.

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Khoury Vis Lab — Northeastern University
West Village H, Room 302
440 Huntington Ave, Boston, MA 02115, USA