Remco Chang

IEEE Trans. Vis. Comput. Graph., January, 2025

DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2025

Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots.

[BibT_eX]

[DOI]

Daniel Braun

Michael Gleicher

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

Preliminary Guidelines for Combining Data Integration and Visual Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., October, 2024

Semi-Automatic Layout Adaptation for Responsive Multiple-View Visualization Design.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., July, 2024

Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., July, 2024

Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities.

[BibT_eX]

[DOI]

Harry X. Li

Gabriel Appleby

Camelia Daniela Brumar

Ashley Suh

IEEE Trans. Vis. Comput. Graph., January, 2024

Design-Specific Transformations in Visualization.

[BibT_eX]

[DOI]

CoRR, 2024

A Typology of Decision-Making Tasks for Visualization.

[BibT_eX]

[DOI]

CoRR, 2024

2023

UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2023

RekomGNN: Visualizing, Contextualizing and Evaluating Graph Neural Networks Recommendations.

[BibT_eX]

[DOI]

CoRR, 2023

Characterizing the Users, Challenges, and Visualization Needs of Knowledge Graphs in Practice.

[BibT_eX]

[DOI]

Harry X. Li

Gabriel Appleby

Camelia Daniela Brumar

Ashley Suh

CoRR, 2023

A Problem Space for Designing Visualizations.

[BibT_eX]

[DOI]

Michael Gleicher

Maria Riveiro

Oliver Deussen

Christina Gillmann

IEEE Computer Graphics and Applications, 2023

Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

2022

Impact of Cognitive Biases on Progressive Visualization.

[BibT_eX]

[DOI]

Dataset, May, 2022

DIEL: Interactive Visualization Beyond the Here and Now.

[BibT_eX]

[DOI]

Arvind Satyanarayan

IEEE Trans. Vis. Comput. Graph., 2022

Impact of Cognitive Biases on Progressive Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Analysis Without Data: Teaching Students to Tackle the VAST Challenge.

[BibT_eX]

[DOI]

CoRR, 2022

PIXAL: Anomaly Reasoning with Visual Analytics.

[BibT_eX]

[DOI]

CoRR, 2022

Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts.

[BibT_eX]

[DOI]

CoRR, 2022

A Grammar for Hypothesis-Driven Visual Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2022

Inferential Tasks as an Evaluation Technique for Visualization.

[BibT_eX]

[DOI]

Proceedings of the 24th Eurographics Conference on Visualization, 2022

Kyrix-J: Visual Discovery of Connected Datasets in a Data Lake.

[BibT_eX]

[DOI]

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2021

Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Composition and Configuration Patterns in Multiple-View Visualizations.

[BibT_eX]

[DOI]

Xi Chen

Wei Zeng

Yanna Lin

Hayder Mahdi Al-Maneea

Jonathan Roberts

IEEE Trans. Vis. Comput. Graph., 2021

CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Special Issue on Interactive Visual Analytics for Making Explainable and Accountable Decisions.

[BibT_eX]

[DOI]

Cagatay Turkay

Daniel Archambault

Shixia Liu

ACM Trans. Interact. Intell. Syst., 2021

Efficient Discovery of Visible Light-Activated Azoarene Photoswitches with Long Half-Lives Using Active Search.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2021

Automatic Y-axis Rescaling in Dynamic Visualizations.

[BibT_eX]

[DOI]

Jacob Fisher

Proceedings of the 2021 IEEE Visualization Conference, 2021

Does Interaction Improve Bayesian Reasoning with Visualization?

[BibT_eX]

[DOI]

Abigail Mosca

Alvitta Ottley

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

NeuralCubes: Deep Representations for Visual Data Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

The Role of Latency and Task Complexity in Predicting Visual Search Behavior.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Survey on the Analysis of User Interactions and Visualization Provenance.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2020

QUESTO: Interactive Construction of Objective Functions for Classification Tasks.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2020

Putting the "I" in Interaction: Interactive Interfaces Personalized to Individuals.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2020

Challenges in Evaluating Interactive Visual Machine Learning Systems.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2020

Facilitating Exploration with Interaction Snapshots under High Latency.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Visualization Conference, 2020

Gaggle: Visual Analytics for Model Space Navigation.

[BibT_eX]

[DOI]

Proceedings of the 46th Graphics Interface Conference 2020, 2020

2019

Correlation Judgment and Visualization Features: A Comparative Study.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

Preface.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

Smile: A System to Support Machine Learning on EEG Data at Scale.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Selective Wander Join: Fast Progressive Visualizations for Data Joins.

[BibT_eX]

[DOI]

Informatics, 2019

RNNbow: Visualizing Learning via Backpropagation Gradients in Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Programming with Timespans in Interactive Visualizations.

[BibT_eX]

[DOI]

CoRR, 2019

DIEL: Transparent Scaling for Interactive Visualization.

[BibT_eX]

[DOI]

CoRR, 2019

Kyrix: Interactive Pan/Zoom Visualizations at Scale.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2019

A User-based Visual Analytics Workflow for Exploratory Model Analysis.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2019

BEAMES: Interactive Multimodel Steering, Selection, and Inspection for Regression Tasks.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2019

Defining an Analysis: A Study of Client-Facing Data Scientists.

[BibT_eX]

[DOI]

Proceedings of the 21st Eurographics Conference on Visualization, 2019

The Human User in Progressive Visual Analytics.

[BibT_eX]

[DOI]

Proceedings of the 21st Eurographics Conference on Visualization, 2019

Kyrix: Interactive Visual Data Exploration at Scale.

[BibT_eX]

[DOI]

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

Detecting and Adapting to Users' Cognitive and Affective State to Develop Intelligent Musical Interfaces.

[BibT_eX]

[DOI]

Proceedings of the New Directions in Music and Human-Computer Interaction, 2019

2018

Visual Analytics for Automated Model Discovery.

[BibT_eX]

[DOI]

CoRR, 2018

NNCubes: Learned Structures for Visual Data Exploration.

[BibT_eX]

[DOI]

CoRR, 2018

Making Sense of Asynchrony in Interactive Data Visualizations.

[BibT_eX]

[DOI]

Larry Xu

CoRR, 2018

RNNbow: Visualizing Learning Via Backpropagation Gradients in RNNs.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2018

Beagle: Automated Extraction and Interpretation of Visualizations from the Web.

[BibT_eX]

[DOI]

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

PROACT: Iterative Design of a Patient-Centered Visualization for Effective Prostate Cancer Health Risk Communication.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

Connecting Visualization and Data Management Research (Dagstuhl Seminar 17461).

[BibT_eX]

[DOI]

Carlos Eduardo Scheidegger

Jean-Daniel Fekete

Juliana Freire

Dagstuhl Reports, 2017

Position statement: The case for a visualization performance benchmark.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Data Systems for Interactive Analysis, 2017

2016

Improving Bayesian Reasoning: The Effects of Phrasing, Visualization, and Spatial Ability.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

Dynamic Prefetching of Data Tiles for Interactive Visualization.

[BibT_eX]

[DOI]

Leilani Battle

Michael Stonebraker

Proceedings of the 2016 International Conference on Management of Data, 2016

From Vision Science to Data Science: Applying Perception to Problems in Big Data.

[BibT_eX]

[DOI]

Fumeng Yang

Marianne Procopio

Proceedings of the Human Vision and Electronic Imaging, 2016

Learn Piano with BACh: An Adaptive Learning Interface that Adjusts Task Difficulty Based on Brain State.

[BibT_eX]

[DOI]

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Manipulating and controlling for personality effects on visualization tasks.

[BibT_eX]

[DOI]

Inf. Vis., 2015

Designing a collaborative visual analytics system to support users' continuous analytical processes.

[BibT_eX]

[DOI]

Hum. centric Comput. Inf. Sci., 2015

Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2015

Exploring hierarchical visualization designs using phylogenetic trees.

[BibT_eX]

[DOI]

Proceedings of the Visualization and Data Analysis 2015, 2015

Braahms: a novel adaptive musical interface based on users' cognitive state.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on New Interfaces for Musical Expression, 2015

Cognitive Information Theories of Psychology and Applications with Visualization and HCI Through Crowdsourcing Platforms.

[BibT_eX]

[DOI]

Proceedings of the Evaluation in the Crowd. Crowdsourcing and Human-Centered Experiments, 2015

Personality as a Predictor of User Strategy: How Locus of Control Affects Search Strategies on Tree Visualizations.

[BibT_eX]

[DOI]

Alvitta Ottley

Huahai Yang

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

Infographic Aesthetics: Designing for the First Impression.

[BibT_eX]

[DOI]

Lane Harrison

Katharina Reinecke

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

Ranking Visualizations of Correlation Using Weber's Law.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2014

Finding Waldo: Learning about Users from their Interactions.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2014

Introduction to the Special Issue on Interactive Computational Visual Analytics.

[BibT_eX]

[DOI]

David S. Ebert

Daniel A. Keim

ACM Trans. Interact. Intell. Syst., 2014

Toward Complexity Measures for Systems Involving Human Computation.

[BibT_eX]

[DOI]

Benjamin Hescott

Hum. Comput., 2014

Brain-based target expansion.

[BibT_eX]

[DOI]

Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

Understanding implicit and explicit interface tools to perform visual analytics tasks.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Dynamic difficulty using brain metrics of workload.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013

Balancing Human and Machine Contributions in Human Computation Systems.

[BibT_eX]

[DOI]

Alvitta Ottley

Proceedings of the Handbook of Human Computation, 2013

Algorithms: Introduction.

[BibT_eX]

[DOI]

Caroline Ziemkiewicz

Proceedings of the Handbook of Human Computation, 2013

How Visualization Layout Relates to Locus of Control and Other Personality Factors.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2013

Using fNIRS brain sensing to evaluate information visualization interfaces.

[BibT_eX]

[DOI]

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Influencing visual judgment through affective priming.

[BibT_eX]

[DOI]

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Dynamic reduction of query result sets for interactive visualizaton.

[BibT_eX]

[DOI]

Leilani Battle

Michael Stonebraker

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Exploring agent-based simulations in political science using Aggregate Temporal Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Pacific Visualization Symposium, 2013

2012

An Affordance-Based Framework for Human Computation and Human-Computer Collaboration.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2012

Toward a deeper understanding of the relationship between interaction constraints and visual isomorphs.

[BibT_eX]

[DOI]

Inf. Vis., 2012

Understanding Visualization by Understanding Individual Users.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2012

Two Visualization Tools for Analyzing Agent-Based Simulations in Political Science.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2012

Priming Locus of Control to affect performance.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Exploring the impact of emotion on visual judgement.

[BibT_eX]

[DOI]

Lane Harrison

Aidong Lu

Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Optimizing an SPT-tree for visual analytics.

[BibT_eX]

[DOI]

Connor Gramazio

Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Dis-function: Learning distance functions interactively.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Towards a 3-dimensional model of individual cognitive differences: position paper.

[BibT_eX]

[DOI]

Proceedings of the 2012 BELIV Workshop: Beyond Time and Errors, 2012

2011

How locus of control influences compatibility with visualization style.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Find distance function, hide model inference.

[BibT_eX]

[DOI]

Jingjing Liu

Eli T. Brown

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

A state transition approach to understanding users' interactions.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

ParallelTopics: A probabilistic approach to exploring document collections.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Exploring agent-based simulations using temporal graphs.

[BibT_eX]

[DOI]

Jeremy G. Freeman

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Analytic provenance: process+interaction+insight.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010

An Interactive Visual Analytics System for Bridge Management.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2010

Alleviating the Modifiable Areal Unit Problem within Probe-Based Geospatial Analyses.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2010

Capturing Reasoning Process through User Interaction.

[BibT_eX]

[DOI]

Wenwen Dou

William Ribarsky

Proceedings of the 1st International Symposium on Visual Analytics Science and Technology, 2010

Combining Automated and Interactive Visual Analysis of Biomechanical Motion Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Helping users recall their reasoning process.

[BibT_eX]

[DOI]

Heather Richter Lipford

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

A continuous analysis process between desktop and collaborative visual analytics environments.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Comparing different levels of interaction constraints for deriving visual problem isomorphs.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Learning-based evaluation of visual analytic systems.

[BibT_eX]

[DOI]

Proceedings of the 3rd BELIV'10 Workshop: BEyond time and errors: novel evaLuation methods for Information Visualization, 2010

GPS and road map navigation: the case for a spatial framework for semantic information.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Visual Interfaces, 2010

2009

User experimentation: an evaluation of velocity control techniques in immersive virtual environments.

[BibT_eX]

[DOI]

Virtual Real., 2009

Interactive Coordinated Multiple-View Visualization of Biomechanical Motion Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2009

The science of interaction.

[BibT_eX]

[DOI]

Inf. Vis., 2009

iPCA: An Interactive System for PCA-based Visual Analytics.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2009

Recovering Reasoning Processes from User Interactions.

[BibT_eX]

[DOI]

Heather Richter Lipford

IEEE Computer Graphics and Applications, 2009

Defining Insight for Visual Analytics.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2009

Defining and applying knowledge conversion processes to a visual analytics system.

[BibT_eX]

[DOI]

Comput. Graph., 2009

Comparing two interface tools in performing visual analytics tasks.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Towards a Role of Visualization in Social Modeling.

[BibT_eX]

[DOI]

Proceedings of the Technosocial Predictive Analytics, 2009

2008

Multi-Focused Geospatial Analysis Using Probes.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2008

Scalable and interactive visual analysis of financial wire transactions for fraud detection.

[BibT_eX]

[DOI]

Inf. Vis., 2008

Investigative Visual Analysis of Global Terrorism.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2008

Visual Analysis and Semantic Exploration of Urban LIDAR Change Detection.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2008

Legible Simplification of Textured Urban Models.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2008

Evaluating the relationship between user interaction and financial visual analysis.

[BibT_eX]

[DOI]

Dong Hyun Jeong

Wenwen Dou

Heather Richter Lipford

Felesia Stukes