Alex Endert

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 103

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

IEEE Computer Graphics and Applications

CHI

Virginia Tech, Blacksburg, VA, USA (PHD)

Education History

Virginia Tech, Blacksburg, VA, USA

PHD

Publications

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 V. Lombeyda, Hillary Mushkin, Alex Endert, Scott Davidoff, Victoria J. Orphan
DeepSee: Multidimensional Visualizations of Seabed Ecosystems. CHI (2024)
Grace Guo, Dustin Arendt, Alex Endert
Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows. CoRR (2024)
Adam Coscia, Langdon Holmes, Wesley Morris, Joon Suh Choi, Scott A. Crossley, Alex Endert
iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries. IUI (2024)
Adam Coscia, Ashley Suh, Remco Chang, Alex Endert
Preliminary Guidelines For Combining Data Integration and Visual Data Analysis. CoRR (2024)
Adam Coscia, Alex Endert
KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts. IEEE Trans. Vis. Comput. Graph. 30 (9) (2024)
Emily Wall, Laura E. Matzen, Mennatallah El-Assady, Peta Masters, Helia Hosseinpour, Alex Endert, Rita Borgo, Polo Chau, Adam Perer, Harald T. Schupp, Hendrik Strobelt, Lace M. K. Padilla
Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization. PacificVis (2024)
Grace Guo, Aishwarya Mudgal Sunil Kumar, Adit Gupta, Adam Coscia, Christopher MacLellan, Alex Endert
Visualizing Intelligent Tutor Interactions for Responsive Pedagogy. CoRR (2024)
Adam Coscia, Alex Endert
KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts. CoRR (2024)
Jamal R. Paden, Arpit Narechania, Alex Endert
BiasBuzz: Combining Visual Guidance with Haptic Feedback to Increase Awareness of Analytic Behavior during Visual Data Analysis. CHI Extended Abstracts (2024)
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. CoRR (2024)
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. FAccT (2024)
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 V. Lombeyda, Hillary Mushkin, Alex Endert, Scott Davidoff, Victoria J. Orphan
DeepSee: Multidimensional Visualizations of Seabed Ecosystems. CoRR (2024)
Arpit Narechania, Kaustubh Odak, Mennatallah El-Assady, Alex Endert
ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance. CoRR (2024)
Grace Guo, John T. Stasko, Alex Endert
What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships. AVI (2024)
Adam Coscia, Langdon Holmes, Wesley Morris, Joon Suh Choi, Scott A. Crossley, Alex Endert
iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries. CoRR (2024)
Grace Guo, Aishwarya Mudgal Sunil Kumar, Adit Gupta, Adam Coscia, Christopher J. MacLellan, Alex Endert
Visualizing Intelligent Tutor Interactions for Responsive Pedagogy. AVI (2024)
Grace Guo, John T. Stasko, Alex Endert
What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships. CoRR (2024)
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation. CHI (2023)
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
Causalvis: Visualizations for Causal Inference. CoRR (2023)
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
Causalvis: Visualizations for Causal Inference. CHI (2023)
Arpit Narechania, Alex Endert, Clio Andris
Resiliency: A Consensus Data Binning Method (Short Paper). GIScience (2023)
Arpit Narechania, Surya Chakraborty, Shivam Agarwal, Atanu R. Sinha, Ryan A. Rossi, Fan Du, Jane Hoffswell, Shunan Guo, Eunyee Koh, Alex Endert, Shamkant B. Navathe
DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information. BigData (2023)
Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, Alex Endert
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation. CoRR (2023)
Polo Chau, Alex Endert, Daniel A. Keim, Daniela Oelke
Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351). Dagstuhl Reports 12 (8) (2022)
Julia Deeb-Swihart, Alex Endert, Amy Bruckman
Ethical Tensions in Applications of AI for Addressing Human Trafficking: A Human Rights Perspective. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Emily Wall, Arpit Narechania, Adam Coscia, Jamal Paden, Alex Endert
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Julia Deeb-Swihart, Alex Endert, Amy S. Bruckman
Ethical Tensions in Applications of AI for Addressing Human Trafficking: A Human Rights Perspective. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Kaely Hall, Dong Whi Yoo, Wenrui Zhang, Mehrab Bin Morshed, Vedant Das Swain, Gregory D. Abowd, Munmun De Choudhury, Alex Endert, John T. Stasko, Jennifer G. Kim
Supporting the Contact Tracing Process with WiFi Location Data: Opportunities and Challenges. CHI (2022)
Arpit Narechania, Adam Coscia, Emily Wall, Alex Endert
Lumos: Increasing Awareness of Analytic Behavior during Visual Data Analysis. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Rishab Mitra, Arpit Narechania, Alex Endert, John T. Stasko
Facilitating Conversational Interaction in Natural Language Interfaces for Visualization. CoRR (2022)
Rishab Mitra, Arpit Narechania, Alex Endert, John T. Stasko
Facilitating Conversational Interaction in Natural Language Interfaces for Visualization. IEEE VIS (Short Papers) (2022)
Subhajit Das, Bahador Saket, Bum Chul Kwon, Alex Endert
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists. IEEE Trans. Vis. Comput. Graph. 27 (12) (2021)
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
VAINE: Visualization and AI for Natural Experiments. CoRR (2021)
Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, Daniel A. Keim
A Survey of Human-Centered Evaluations in Human-Centered Machine Learning. Comput. Graph. Forum 40 (3) (2021)
Hannah Kim, Barry L. Drake, Alex Endert, Haesun Park
ArchiText: Interactive Hierarchical Topic Modeling. IEEE Trans. Vis. Comput. Graph. 27 (9) (2021)
Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, Remco Chang
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Po-Ming Law, Leo Yu-Ho Lo, Alex Endert, John T. Stasko, Huamin Qu
Causal Perception in Question-Answering Systems. CHI (2021)
Arpit Narechania, Ahsan Qamar, Alex Endert
SafetyLens: Visual Data Analysis of Functional Safety of Vehicles. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Emma Beauxis-Aussalet, Michael Behrisch, Rita Borgo, Duen Horng Chau, Christopher Collins, David S. 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, Theresa-Marie Rhyne
The Role of Interactive Visualization in Fostering Trust in AI. IEEE Computer Graphics and Applications 41 (6) (2021)
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
VAINE: Visualization and AI for Natural Experiments. IEEE VIS (Short Papers) (2021)
Subhajit Das, Alex Endert
CACTUS: Detecting and Resolving Conflicts in Objective Functions. CoRR (2021)
Emily Wall, Arpit Narechania, Adam Coscia, Jamal Paden, Alex Endert
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases. CoRR (2021)
Arpit Narechania, Adam Coscia, Emily Wall, Alex Endert
Lumos: Increasing Awareness of Analytic Behavior during Visual Data Analysis. CoRR (2021)
Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng Chau, Alex Endert, Daniel A. Keim
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations. CoRR (2020)
Daniela Oelke, Daniel A. Keim, Polo Chau, Alex Endert
Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382). Dagstuhl Reports 10 (4) (2020)
Haipeng Zeng, Xingbo Wang, Aoyu Wu, Yong Wang, Quan Li, Alex Endert, Huamin Qu
EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Po-Ming Law, Alex Endert, John T. Stasko
Characterizing Automated Data Insights. CoRR (2020)
Subhajit Das, Panpan Xu, Zeng Dai, Alex Endert, Liu Ren
Interpreting Deep Neural Networks through Prototype Factorization. ICDM (Workshops) (2020)
Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, Remco Chang
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs. CoRR (2020)
John E. Wenskovitch, Michelle X. Zhou, Christopher Collins, Remco Chang, Michelle Dowling, Alex Endert, Kai Xu, Theresa-Marie Rhyne
Putting the "I" in Interaction: Interactive Interfaces Personalized to Individuals. IEEE Computer Graphics and Applications 40 (3) (2020)
Adam Coscia, Duen Horng Chau, Alex Endert
Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics. CoRR (2020)
Po-Ming Law, Alex Endert, John T. Stasko
Characterizing Automated Data Insights. IEEE VIS (Short Papers) (2020)
Po-Ming Law, Alex Endert, John T. Stasko
What are Data Insights to Professional Visualization Users? CoRR (2020)
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
Gaggle: Visual Analytics for Model Space Navigation. Graphics Interface (2020)
Po-Ming Law, Alex Endert, John T. Stasko
What are Data Insights to Professional Visualization Users? IEEE VIS (Short Papers) (2020)
Subhajit Das, Shenyu Xu, Michael Gleicher, Remco Chang, Alex Endert
QUESTO: Interactive Construction of Objective Functions for Classification Tasks. Comput. Graph. Forum 39 (3) (2020)
Po-Ming Law, Leo Yu-Ho Lo, Alex Endert, John T. Stasko, Huamin Qu
Causal Perception in Question-Answering Systems. CoRR (2020)
Arpit Narechania, Ahsan Qamar, Alex Endert
SafetyLens: Visual Data Analysis of Functional Safety of Vehicles. CoRR (2020)
Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Duen Horng Chau
A Comparative Analysis of Industry Human-AI Interaction Guidelines. CoRR (2020)
Bahador Saket, Samuel Huron, Charles Perin, Alex Endert
Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Haipeng Zeng, Xingbo Wang, Aoyu Wu, Yong Wang, Quan Li, Alex Endert, Huamin Qu
EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos. CoRR (2019)
Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park
TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling. VAST (2019)
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John T. Stasko, Alex Endert, Michael Gleicher, Remco Chang
A User-based Visual Analytics Workflow for Exploratory Model Analysis. Comput. Graph. Forum 38 (3) (2019)
Arjun Srinivasan, Steven Mark Drucker, Alex Endert, John T. Stasko
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Julia Deeb-Swihart, Alex Endert, Amy S. Bruckman
Understanding Law Enforcement Strategies and Needs for Combating Human Trafficking. CHI (2019)
Bongshin Lee, Kate Isaacs, Danielle Albers Szafir, G. Elisabeta Marai, Cagatay Turkay, Melanie Tory, Sheelagh Carpendale, Alex Endert, Theresa-Marie Rhyne
Broadening Intellectual Diversity in Visualization Research Papers. IEEE Computer Graphics and Applications 39 (4) (2019)
Emily Wall, Meeshu Agnihotri, Laura E. Matzen, Kristin Divis, Michael Haass, Alex Endert, John T. Stasko
A Heuristic Approach to Value-Driven Evaluation of Visualizations. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Bahador Saket, Alex Endert, Çagatay Demiralp
Task-Based Effectiveness of Basic Visualizations. IEEE Trans. Vis. Comput. Graph. 25 (7) (2019)
Bahador Saket, Samuel Huron, Charles Perin, Alex Endert
Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction. CoRR (2019)
Bahador Saket, Alex Endert
Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Construction. Comput. Graph. Forum 38 (3) (2019)
Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling. CoRR (2019)
Ali Sarvghad, Bahador Saket, Alex Endert, Nadir Weibel
Embedded Merge & Split: Visual Adjustment of Data Grouping. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Alex Endert, Jean-Daniel Fekete, Bongshin Lee, Shixia Liu
Interactive Visualization for Interpretable Machine Learning ~ Beyond Visualization and Steering of the Parametric Space (NII Shonan Meeting 161). NII Shonan Meet. Rep. 2019 (2019)
Bahador Saket, Subhajit Das, Bum Chul Kwon, Alex Endert
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists. CoRR (2019)
Bahador Saket, Lei Jiang, Charles Perin, Alex Endert
Liger: Combining Interaction Paradigms for Visual Analysis. CoRR (2019)
Celeste Lyn Paul, Jessica Chang, Alex Endert, Nick Cramer, David Gillen, Shawn D. Hampton, Russ Burtner, Ralph Perko, Kristin A. Cook
TexTonic: Interactive visualization for exploration and discovery of very large text collections. Inf. Vis. 18 (3) (2019)
Emily Wall, Leslie M. Blaha, Celeste Lyn Paul, Alex Endert
A Formative Study of Interactive Bias Metrics in Visual Analytics Using Anchoring Bias. INTERACT (2) (2019)
Bahador Saket, Alex Endert, Theresa-Marie Rhyne
Demonstrational Interaction for Data Visualization. IEEE Computer Graphics and Applications 39 (3) (2019)
Christian Bors, John E. Wenskovitch, Michelle Dowling, Simon Attfield, Leilani Battle, Alex Endert, Olga Kulyk, Robert S. Laramee
A Provenance Task Abstraction Framework. IEEE Computer Graphics and Applications 39 (6) (2019)
Emily Wall, John T. Stasko, Alex Endert
Toward a Design Space for Mitigating Cognitive Bias in Vis. IEEE VIS (Short Papers) (2019)
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
BEAMES: Interactive Multimodel Steering, Selection, and Inspection for Regression Tasks. IEEE Computer Graphics and Applications 39 (5) (2019)
Emily Wall, Subhajit Das, Ravish Chawla, Bharath Kalidindi, Eli T. Brown, Alex Endert
Podium: Ranking Data Using Mixed-Initiative Visual Analytics. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Bahador Saket, Arjun Srinivasan, Eric D. Ragan, Alex Endert
Evaluating Interactive Graphical Encodings for Data Visualization. IEEE Trans. Vis. Comput. Graph. 24 (3) (2018)
Alex Endert, W. Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi
The State of the Art in Integrating Machine Learning into Visual Analytics. CoRR (2018)
Bahador Saket, Alex Endert
Evaluation of Visualization by Demonstration and Manual View Specification. CoRR (2018)
Arjun Srinivasan, Hyunwoo Park, Alex Endert, Rahul C. Basole
Graphiti: Interactive Specification of Attribute-Based Edges for Network Modeling and Visualization. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Robert Pienta, Fred Hohman, Alex Endert, Acar Tamersoy, Kevin A. Roundy, Christopher S. Gates, Shamkant B. Navathe, Duen Horng Chau
VIGOR: Interactive Visual Exploration of Graph Query Results. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John T. Stasko, Alex Endert, Michael Gleicher, Remco Chang
Visual Analytics for Automated Model Discovery. CoRR (2018)
Bahador Saket, Hannah Kim, Eli T. Brown, Alex Endert
Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Emily Wall, Leslie M. Blaha, Lyndsey Franklin, Alex Endert
Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics. VAST (2017)
Sriram Karthik Badam, Zehua Zeng, Emily Wall, Alex Endert, Niklas Elmqvist
Supporting Team-First Visual Analytics through Group Activity Representations. Graphics Interface (2017)
Bahador Saket, Alex Endert, Çagatay Demiralp
Data and Task Based Effectiveness of Basic Visualizations. CoRR (2017)
Nick Cramer, Grant Nakamura, Alex Endert
The Impact of Streaming Data on Sensemaking with Mixed-Initiative Visual Analytics. HCI (14) (2017)
Bum Chul Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, Alex Endert
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Taeheon Kim, Bahador Saket, Alex Endert, Blair MacIntyre
VisAR: Bringing Interactivity to Static Data Visualizations through Augmented Reality. CoRR (2017)
R. Jordan Crouser, Lyndsey Franklin, Alex Endert, Kristin A. Cook
Toward Theoretical Techniques for Measuring the Use of Human Effort in Visual Analytic Systems. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Alex Endert, W. Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio Díaz Blanco, Fabrice Rossi
The State of the Art in Integrating Machine Learning into Visual Analytics. Comput. Graph. Forum 36 (8) (2017)
Robert Pienta, Fred Hohman, Acar Tamersoy, Alex Endert, Shamkant B. Navathe, Hanghang Tong, Duen Horng Chau
Visual Graph Query Construction and Refinement. SIGMOD Conference (2017)
Bahador Saket, Alex Endert, John T. Stasko
Beyond Usability and Performance: A Review of User Experience-focused Evaluations in Visualization. BELIV (2016)
Eric D. Ragan, Alex Endert, Jibonananda Sanyal, Jian Chen
Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)

Alex Endert

Publication Activity (10 Years)

Top Topics

Top Venues