Publications


MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT), 2024
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Visualizing Intelligent Tutor Interactions for Responsive Pedagogy
Grace Guo, Aishwarya Mudgal Sunil Kumar, Adit Gupta, Adam Coscia, Chris MacLellan, Alex Endert
ACM Advanced Visual Interfaces (AVI), 2024
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What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships
Grace Guo, John Stasko, Alex Endert
ACM Advanced Visual Interfaces (AVI), 2024
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iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries
Adam Coscia, Langdon Holmes, Wesley Morris, Joon Suh Choi, Scott Crossley, Alex Endert
ACM Conference on Intelligent User Interfaces (IUI), 2024
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DeepSee: Multidimensional Visualizations of Seabed Ecosystems
Adam Coscia, Haley M Sapers, Noah Deutsch, Malika Khurana, John S Magyar, Sergio A Parra, Daniel R Utter, Rebecca L Wipfler, David W Caress, Eric J Martin, Jennifer B Paduan, Maggie Hendrie, Santiago Lombeyda, Hillary Mushkin, Alex Endert, Scott Davidoff, Victoria J Orphan
ACM Human Factors in Computing Systems (CHI), 2024
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BiasBuzz: Combining Visual Guidance with Haptic Feedback to Increase Awareness of Analytic Behavior during Visual Data Analysis
Jamal Paden, Arpit Narechania, Alex Endert
ACM Human Factors in Computing Systems (CHI) Extended Abstract, 2024
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Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization
Rita Borgo, Peta Masters, Emily Wall, Laura Matzen, Mennatallah El-Assady, Helia Hosseinpour, Alex Endert, Polo Chau, Adam Perer, Harald Schupp, Hendrik Strobelt, Lace Padilla
IEEE PacificVis, 2024
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KnowledgeVIS: Interpreting Language Models by Comparing Filling-in-the-Blank Prompts
Adam Coscia, Alex Endert
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
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DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information
Arpit Narechania, Surya Chakraborty, Shivam Agarwal, Atanu R Sinha, Ryan A Rossi, Fan Du, Jane Hoffswell, Shunan Guo, Eunyee Koh, Alex Endert, Shamkant Navathe
IEEE International Conference on Big Data (BigData), 2023
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Preliminary Guidelines For Combining Data Integration and Visual Data Analysis
Adam Coscia, Ashley Suh, Remco Chang, Alex Endert
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
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DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
ACM Human Factors in Computing Systems (CHI), 2023
PDF | Video
CausalVis: Visualizations for Causal Inference
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
ACM Human Factors in Computing Systems (CHI), 2023
PDF | Video | Code
Ethical Tensions in Applications of AI for Addressing Human Trafficking: A Human Rights Perspective
Julia Deeb-Swihart, Alex Endert, Amy Bruckman
ACM Computer-Supported Cooperative Work (CSCW), 2022
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Facilitating Conversational Interaction in Natural Language Interfaces for Visualization
Rishab Mitra, Arpit Narechania, Alex Endert, John Stasko
IEEE VIS, 2022
PDF | Website
Supporting the Contact Tracing Process with WiFi Location Data: Opportunities and Challenges
Kaely Hall, Dong Whi Yoo, Wenrui Zhang, Mehrab Bin Morshed, Vedant Das Swain, Gregory D Abowd, Munmun De Choudhury, Alex Endert, John Stasko, Jennifer G Kim
ACM Human Factors in Computing Systems (CHI), 2022
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The Role of Interactive Visualization in Fostering Trust in AI
Emma Beauxis-Aussalet, Michael Behrisch, Rita Borgo, Duen Horng Chau, Christopher Collins, David Ebert, Mennatallah El-Assady, Alex Endert, Daniel A Keim, Jörn Kohlhammer, Daniela Oelke, Jaakko Peltonen, Maria Riveiro, Tobias Schreck, Hendrik Strobelt, Jarke J Van Wijk
IEEE Computer Graphics and Applications, 2021
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Lumos: Increasing Awareness of Analytic Behavior During Visual Data Analysis
Arpit Narechania, Adam Coscia, Emily Wall, Alex Endert
IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'21), 2022
PDF | Video | Demo
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases
Emily Wall, Arpit Narechania, Adam Coscia, Jamal Paden, Alex Endert
IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'21), 2022
PDF | Video | Demo
VAINE: Visualization and AI for Natural Experiments
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
IEEE Information Visualization Short Papers, 2021
PDF | Video | Demo
A Survey of Human-Centered Evaluations in Human-Centered Machine Learning
Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, Daniel Keim
Computer Graphics Forum, 2021
PDF | Video | Demo
SafetyLens: Visual Data Analysis of Functional Safety of Vehicles
Arpit Narechania, Ahsan Qamar, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'20), 2021
PDF | Video (Introduction) | Video (Demo)
LEGION: Visually compare modeling techniques for regression
Subhajit Das, and Alex Endert
IEEEVIS, Visualization in Data Science (VDS) 2020
PDF | Video | Website
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs
Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, and Remco Chang
IEEE TVCG 2021, In IEEE VAST 2020 |
PDF | Website
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists
Subhajit Das*, Bahador Saket*, Bum Chul Kwon, and Alex Endert
IEEE TVCG 2021 |
PDF | Video | Website
Gaggle: Visual Analytics for Model Space Navigation
Subhajit Das, Dylan Cashman, Remco Chang, and Alex Endert
Graphics Interface Conference 2020 |
PDF | Video | Website
QUESTO: Interactive Construction of Objective Functions for Classification Tasks
Subhajit Das, Shenyu Xu, Michael Gleicher, Remco Chang, and Alex Endert
Eurographics Conference on Visualization (EuroVis), 2020 |
PDF | Video | Website
Understanding Law Enforcement Strategies and Needs for Combating Human Trafficking
Julia Deeb-Swihart, Alex Endert, Amy Bruckman
ACM Human Factors in Computing Systems (CHI), 2019
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Demonstrational Interaction for Data Visualization
Bahador Saket and Alex Endert
IEEE Computer Graphics and Applications, 2019
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Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction
Bahador Saket, Samuel Huron, Charles Perin, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics (InfoVis), 2019
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Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Construction
Bahador Saket and Alex Endert
Computer Graphics Forum (EuroVis), 2019
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Toward a Design Space for Mitigating Cognitive Bias in Vis
Emily Wall, John Stasko, and Alex Endert
IEEE Information Visualization (VIS) Short Papers, 2019
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A Formative Study of Interactive Bias Metrics in Visual Analytics Using Anchoring Bias
Emily Wall, Leslie Blaha, Celeste Paul, and Alex Endert
Proceedings of the 17th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT'19), 2019
PDF | Video
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication
Arjun Srinivasan, Steven M. Drucker, Alex Endert, and John Stasko
IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'18), 2019
PDF | Website | Talk (IEEE VIS '18)
A Heuristic Approach to Value-Driven Evaluation of Visualizations
Emily Wall, Meeshu Agnihotri, Laura Matzen, Kristin Divis, Michael Haass, Alex Endert, and John Stasko
IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'18), 2019
PDF | Website
BEAMES: Interactive Multi-Model Steering, Selection, and Inspection for Regression Tasks
Subhajit Das, Dylan Cashman, Remco Chang, and Alex Endert
IEEE Computer Graphics and Applications (CGA), 2019
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Task-Based Effectiveness of Basic Visualizations
Bahador Saket, Alex Endert, Cagatay Demiralp
IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'18), 2018
PDF | Website | Code + Other Materials
TexTonic: Interactive Visualization for Exploration and Discovery of Very Large Text Collections
Celeste L. Paul, Jessica Chang, Alex Endert, Nick Cramer, David Gillen, Shawn Hampton, Russ Burtner, Ralph Perko, Kristin A. Cook
Information Visualization, 2018
PDF | Video
Four Perspectives on Human Bias in Visual Analytics
Emily Wall, Leslie Blaha, Celeste Paul, Kristin Cook, and Alex Endert
Cognitive Biases in Visualizations (Chapter 3, pp. 29-42). Springer, 2018
Book | Chapter
Graphiti: Interactive Specification of Attribute-based Edges for Network Modeling and Visualization
Arjun Srinivasan, Hyunwoo Park, Alex Endert, and Rahul C. Basole
IEEE Transactions on Visualization and Computer Graphics (Proc. VAST’17), 2018
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VIGOR: Interactive Visual Exploration of Graph Query Results
Robert Pienta, Fred Hohman, Alex Endert, Acar Tamersoy, Kevin Roundy, Chris Gates, Shamkant Navathe, Duen Horng Chau
IEEE Transactions on Visualization and Computer Graphics (Proc. VAST’17), 2018
PDF | Video | Preview
Podium: Ranking Data Using Mixed-Initiative Visual Analytics
Emily Wall, Subhajit Das, Ravish Chawla, Bharath Kalidindi, Eli Brown, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics (Proc. VAST’17), 2018
PDF | Talk (VAST 17)
Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics
Emily Wall, Leslie M. Blaha, Lyndsey Franklin, and Alex Endert
IEEE Visual Analytics Science and Technology (VAST), 2017
PDF | Talk (VAST 17)
The State of the Art in Integrating Machine Learning into Visual Analytics
Alex Endert, William Ribarsky, Cagatay Turkay, B. William Wong, Ian Nabney, Ignacio Diaz Blanco, and Fabrice Rossi
Computer Graphics Forum (Proc. EuroVis'17), 2017
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Evaluating Interactive Graphical Encodings for Data Visualization
Bahador Saket, Arjun Srinivasan, Eric Ragan, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics, 2017
PDF | Slides (InfoVis 17)
Supporting Team-First Visual Analytics through Group Activity Representations
Karthik Badam, Zehua Zeng, Emily Wall, Alex Endert, and Niklas Elmqvist
Graphics Interface, 2017
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Four Perspectives on Human Bias in Visual Analytics
Emily Wall, Leslie Blaha, Celeste Paul, Kristin Cook, and Alex Endert
DECISIVe: Workshop on Dealing with Cognitive Biases in Visualizations (at IEEE VIS'17), 2017
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Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration
Bahador Saket, Hannah Kim, Eli T. Brown, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'16), 2017
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Axisketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings
BC Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics (Proc. VAST'16), 2017
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Toward Theoretical Techniques for Measuring the Use of Human Effort in Visual Analytic Systems
R. Jordan Crouser, Lyndsey Franklin, Alex Endert, and Kris Cook
IEEE Transactions on Visualization and Comuter Graphics (Proc. VAST'16), 2017
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Mixed-Initiative Visual Analytics using Task-Driven Recommendations
Kris Cook, Nick Cramer, David Isreal, Michael Wolverton, Joe Bruce, Russ Burtner, and Alex Endert
IEEE Visual Analytics Science and Technology (VAST), 2015
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InterAxis: Steering Scatterplot Axes via Observation-Level Interaction
Hannah Kim, Jaegul Choo, Haesun Park, and Alex Endert
IEEE Transactions on Visualization and Computer Graphics (Proc. VAST'15), 2015
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Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes
Eric Ragan, Alex Endert, Jibonananda Sanyal, and Jian Chen
IEEE Transactions on Visualization and Computer Graphics (Proc. VAST'15), 2015
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Semantic Interaction: Coupling Cognition with Computation through Usable Interactive Analytics
Alex Endert, Remco Chang, Chris North, and Michelle Zhou
Computer Graphics & Applications (CG&A), 2015
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Toward a Deeper Understanding of Data Analysis, Sensemaking, and Signature Discovery
Sheriff Jolaoso, Russ Burtner, and Alex Endert
Human-Computer Interaction -- INTERACT, 2015
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The Human is the Loop: New Directions for Visual Analytics
Alex Endert, M. Shahriar Hossain, Naren Ramakrishnan, Chris North, Patrick Fiaux, and Christopher Andrews
IEEE Computer Graphics & Applications (CG&A), 2014
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Large Display Interaction via Multiple Acceleration Curves and Multifinger Pointer Control
Andrey Esakia, Alex Endert, and Chris North
Advances in Human-Computer Interaction, 2014
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Semantic Interaction for Visual Analytics: Toward Coupling Cognition and Computation
Alex Endert
IEEE Computer Graphics & Applications (CG&A), 2014 -- Dissertation Impact Award
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