Alex Endert

Orcid: 0000-0002-6914-610X

Affiliations:
  • Georgia Tech, School of Interactive Computing, Atlanta, GA, USA


According to our database1, Alex Endert authored at least 126 papers between 2009 and 2025.

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Bibliography

2025
ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance.
IEEE Trans. Vis. Comput. Graph., January, 2025

2024
Preliminary Guidelines for Combining Data Integration and Visual Data Analysis.
IEEE Trans. Vis. Comput. Graph., October, 2024

KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts.
IEEE Trans. Vis. Comput. Graph., September, 2024

VAE Explainer: Supplement Learning Variational Autoencoders with Interactive Visualization.
CoRR, 2024

Generating Analytic Specifications for Data Visualization from Natural Language Queries using Large Language Models.
CoRR, 2024

Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows.
CoRR, 2024

Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization.
Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models.
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

BiasBuzz: Combining Visual Guidance with Haptic Feedback to Increase Awareness of Analytic Behavior during Visual Data Analysis.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024


What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships.
Proceedings of the 2024 International Conference on Advanced Visual Interfaces, 2024

Visualizing Intelligent Tutor Interactions for Responsive Pedagogy.
Proceedings of the 2024 International Conference on Advanced Visual Interfaces, 2024

2023
Resiliency: A Consensus Data Binning Method (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023

DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Causalvis: Visualizations for Causal Inference.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases.
IEEE Trans. Vis. Comput. Graph., 2022

Lumos: Increasing Awareness of Analytic Behavior during Visual Data Analysis.
IEEE Trans. Vis. Comput. Graph., 2022

Ethical Tensions in Applications of AI for Addressing Human Trafficking: A Human Rights Perspective.
Proc. ACM Hum. Comput. Interact., 2022

Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351).
Dagstuhl Reports, 2022

Facilitating Conversational Interaction in Natural Language Interfaces for Visualization.
Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Supporting the Contact Tracing Process with WiFi Location Data: Opportunities and Challenges.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
SafetyLens: Visual Data Analysis of Functional Safety of Vehicles.
IEEE Trans. Vis. Comput. Graph., 2021

ArchiText: Interactive Hierarchical Topic Modeling.
IEEE Trans. Vis. Comput. Graph., 2021

Geono-Cluster: Interactive Visual Cluster Analysis for Biologists.
IEEE Trans. Vis. Comput. Graph., 2021

CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs.
IEEE Trans. Vis. Comput. Graph., 2021

CACTUS: Detecting and Resolving Conflicts in Objective Functions.
CoRR, 2021

A Survey of Human-Centered Evaluations in Human-Centered Machine Learning.
Comput. Graph. Forum, 2021

The Role of Interactive Visualization in Fostering Trust in AI.
IEEE Computer Graphics and Applications, 2021

VAINE: Visualization and AI for Natural Experiments.
Proceedings of the 2021 IEEE Visualization Conference, 2021

Causal Perception in Question-Answering Systems.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos.
IEEE Trans. Vis. Comput. Graph., 2020

Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction.
IEEE Trans. Vis. Comput. Graph., 2020

Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382).
Dagstuhl Reports, 2020

Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics.
CoRR, 2020

A Comparative Analysis of Industry Human-AI Interaction Guidelines.
CoRR, 2020

Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations.
CoRR, 2020

QUESTO: Interactive Construction of Objective Functions for Classification Tasks.
Comput. Graph. Forum, 2020

Putting the "I" in Interaction: Interactive Interfaces Personalized to Individuals.
IEEE Computer Graphics and Applications, 2020

Challenges in Evaluating Interactive Visual Machine Learning Systems.
IEEE Computer Graphics and Applications, 2020

What are Data Insights to Professional Visualization Users?
Proceedings of the 31st IEEE Visualization Conference, 2020

Characterizing Automated Data Insights.
Proceedings of the 31st IEEE Visualization Conference, 2020

Interpreting Deep Neural Networks through Prototype Factorization.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Gaggle: Visual Analytics for Model Space Navigation.
Proceedings of the 46th Graphics Interface Conference 2020, 2020

2019
A Heuristic Approach to Value-Driven Evaluation of Visualizations.
IEEE Trans. Vis. Comput. Graph., 2019

Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication.
IEEE Trans. Vis. Comput. Graph., 2019

Embedded Merge & Split: Visual Adjustment of Data Grouping.
IEEE Trans. Vis. Comput. Graph., 2019

Task-Based Effectiveness of Basic Visualizations.
IEEE Trans. Vis. Comput. Graph., 2019

Interactive Visualization for Interpretable Machine Learning ~ Beyond Visualization and Steering of the Parametric Space (NII Shonan Meeting 161).
NII Shonan Meet. Rep., 2019

TexTonic: Interactive visualization for exploration and discovery of very large text collections.
Inf. Vis., 2019

Liger: Combining Interaction Paradigms for Visual Analysis.
CoRR, 2019

Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Construction.
Comput. Graph. Forum, 2019

A User-based Visual Analytics Workflow for Exploratory Model Analysis.
Comput. Graph. Forum, 2019

Demonstrational Interaction for Data Visualization.
IEEE Computer Graphics and Applications, 2019

Broadening Intellectual Diversity in Visualization Research Papers.
IEEE Computer Graphics and Applications, 2019

BEAMES: Interactive Multimodel Steering, Selection, and Inspection for Regression Tasks.
IEEE Computer Graphics and Applications, 2019

A Provenance Task Abstraction Framework.
IEEE Computer Graphics and Applications, 2019

Toward a Design Space for Mitigating Cognitive Bias in Vis.
Proceedings of the 30th IEEE Visualization Conference, 2019

A Formative Study of Interactive Bias Metrics in Visual Analytics Using Anchoring Bias.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling.
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019

Understanding Law Enforcement Strategies and Needs for Combating Human Trafficking.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Podium: Ranking Data Using Mixed-Initiative Visual Analytics.
IEEE Trans. Vis. Comput. Graph., 2018

Graphiti: Interactive Specification of Attribute-Based Edges for Network Modeling and Visualization.
IEEE Trans. Vis. Comput. Graph., 2018

Evaluating Interactive Graphical Encodings for Data Visualization.
IEEE Trans. Vis. Comput. Graph., 2018

VIGOR: Interactive Visual Exploration of Graph Query Results.
IEEE Trans. Vis. Comput. Graph., 2018

Visual Analytics for Automated Model Discovery.
CoRR, 2018

Evaluation of Visualization by Demonstration and Manual View Specification.
CoRR, 2018

Four Perspectives on Human Bias in Visual Analytics.
Proceedings of the Cognitive Biases in Visualizations., 2018

2017
Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration.
IEEE Trans. Vis. Comput. Graph., 2017

AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings.
IEEE Trans. Vis. Comput. Graph., 2017

Toward Theoretical Techniques for Measuring the Use of Human Effort in Visual Analytic Systems.
IEEE Trans. Vis. Comput. Graph., 2017

Data and Task Based Effectiveness of Basic Visualizations.
CoRR, 2017

VisAR: Bringing Interactivity to Static Data Visualizations through Augmented Reality.
CoRR, 2017

The State of the Art in Integrating Machine Learning into Visual Analytics.
Comput. Graph. Forum, 2017

Visual Graph Query Construction and Refinement.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

The Impact of Streaming Data on Sensemaking with Mixed-Initiative Visual Analytics.
Proceedings of the Augmented Cognition. Neurocognition and Machine Learning, 2017

Supporting Team-First Visual Analytics through Group Activity Representations.
Proceedings of the 43rd Graphics Interface Conference 2017, 2017

2016
Semantic Interaction for Visual Analytics: Inferring Analytical Reasoning for Model Steering
Synthesis Lectures on Visualization, Morgan & Claypool Publishers, ISBN: 978-3-031-02603-4, 2016

Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes.
IEEE Trans. Vis. Comput. Graph., 2016

InterAxis: Steering Scatterplot Axes via Observation-Level Interaction.
IEEE Trans. Vis. Comput. Graph., 2016

Adding Semantic Information into Data Models by Learning Domain Expertise from User Interaction.
CoRR, 2016

Beyond Usability and Performance: A Review of User Experience-focused Evaluations in Visualization.
Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization, 2016

VISAGE: Interactive Visual Graph Querying.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

2015
Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics.
IEEE Computer Graphics and Applications, 2015

Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design.
Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015

IUI-TextVis 2015: Fourth Workshop on Interactive Visual Text Analytics.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Toward a Deeper Understanding of Data Analysis, Sensemaking, and Signature Discovery.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

Mixed-initiative visual analytics using task-driven recommendations.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

2014
Finding Waldo: Learning about Users from their Interactions.
IEEE Trans. Vis. Comput. Graph., 2014

The human is the loop: new directions for visual analytics.
J. Intell. Inf. Syst., 2014

Semantic Interaction for Visual Analytics: Toward Coupling Cognition and Computation.
IEEE Computer Graphics and Applications, 2014

Large Display Interaction via Multiple Acceleration Curves and Multifinger Pointer Control.
Adv. Hum. Comput. Interact., 2014

7 key challenges for visualization in cyber network defense.
Proceedings of the 11th Workshop on Visualization for Cyber Security, 2014

User-centered design guidelines for collaborative software for intelligence analysis.
Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Future directions of humans in Big Data Research: Summary of the 1<sup>st</sup> workshop on Human-Centered Big Data Research.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Large high resolution displays for co-located collaborative sensemaking: Display usage and territoriality.
Int. J. Hum. Comput. Stud., 2013

Bixplorer: Visual Analytics with Biclusters.
Computer, 2013

Beyond Control Panels: Direct Manipulation for Visual Analytics.
IEEE Computer Graphics and Applications, 2013

MultiFacet: A Faceted Interface for Browsing Large Multimedia Collections.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

How analysts cognitively "connect the dots".
Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013

POWERWALL: int. workshop on interactive, ultra-high-resolution displays.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Typograph: Multiscale spatial exploration of text documents.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Semantic Interaction for Visual Analytics: Inferring Analytical Reasoning for Model Steering.
PhD thesis, 2012

Semantic Interaction for Sensemaking: Inferring Analytical Reasoning for Model Steering.
IEEE Trans. Vis. Comput. Graph., 2012

Dynamic analysis of large datasets with animated and correlated views: VAST 2012 Mini Challenge # award: Honorable mention for good use of coordinated displays.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

The Physicality of Technological Devices in Education: Building a Digital Experience for Learning.
Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012

Semantic interaction for visual text analytics.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Interaction junk: user interaction-based evaluation of visual analytic systems.
Proceedings of the 2012 BELIV Workshop: Beyond Time and Errors, 2012

How spatial layout, interactivity, and persistent visibility affect learning with large displays.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

The semantics of clustering: analysis of user-generated spatializations of text documents.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

Designing large high-resolution display workspaces.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

2011
Information visualization on large, high-resolution displays: Issues, challenges, and opportunities.
Inf. Vis., 2011

Supporting the cyber analytic process using visual history on large displays.
Proceedings of the 8th International Symposium on Visualization for Cyber Security, 2011

Co-located Collaborative Sensemaking on a Large High-Resolution Display with Multiple Input Devices.
Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Observation-level interaction with statistical models for visual analytics.
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Visual encodings that support physical navigation on large displays.
Proceedings of the Graphics Interface 2011 Conference, 2011

The effects of spatial layout and view control on cognitive processing.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

Analytic provenance: process+interaction+insight.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

ChairMouse: leveraging natural chair rotation for cursor navigation on large, high-resolution displays.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Towards efficient collaboration in cyber security.
Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems, 2010

Space to think: large high-resolution displays for sensemaking.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
Visualizing cyber security: Usable workspaces.
Proceedings of the 6th International Workshop on Visualization for Cyber Security, 2009

VAST contest dataset use in education.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Professional analysts using a large, high-resolution display.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009


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