Remco Chang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 78

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

CHI

IEEE Computer Graphics and Applications

Publications

Harry X. Li, Gabriel Appleby, Camelia Daniela Brumar, Remco Chang, Ashley Suh
Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Adam Coscia, Ashley Suh, Remco Chang, Alex Endert
Preliminary Guidelines For Combining Data Integration and Visual Data Analysis. CoRR (2024)
Ashley Suh, Gabriel Appleby, Erik W. Anderson, Luca A. Finelli, Remco Chang, Dylan Cashman
Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts. IEEE Trans. Vis. Comput. Graph. 30 (7) (2024)
Eugene Wu, Remco Chang
Design-Specific Transformations in Visualization. CoRR (2024)
Brian Montambault, Gabriel Appleby, Jen Rogers, Camelia D. Brumar, Mingwei Li, Remco Chang
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic. CoRR (2024)
Wei Zeng, Xi Chen, Yihan Hou, Lingdan Shao, Zhe Chu, Remco Chang
Semi-Automatic Layout Adaptation for Responsive Multiple-View Visualization Design. IEEE Trans. Vis. Comput. Graph. 30 (7) (2024)
Camelia D. Brumar, Sam Molnar, Gabriel Appleby, Kristi Potter, Remco Chang
A Typology of Decision-Making Tasks for Visualization. CoRR (2024)
Daniel Braun, Remco Chang, Michael Gleicher, Tatiana von Landesberger
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots. CoRR (2024)
Harry Li, Gabriel Appleby, Camelia Daniela Brumar, Remco Chang, Ashley Suh
Characterizing the Users, Challenges, and Visualization Needs of Knowledge Graphs in Practice. CoRR (2023)
Camelia D. Brumar, Gabriel Appleby, Jen Rogers, Teddy Matinde, Lara Thompson, Remco Chang, Anamaria Crisan
RekomGNN: Visualizing, Contextualizing and Evaluating Graph Neural Networks Recommendations. CoRR (2023)
Michael Gleicher, Maria Riveiro, Tatiana von Landesberger, Oliver Deussen, Remco Chang, Christina Gillman
A Problem Space for Designing Visualizations. CoRR (2023)
Daniel Braun, Ashley Suh, Remco Chang, Michael Gleicher, Tatiana von Landesberger
Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots. CoRR (2023)
Daniel Braun, Ashley Suh, Remco Chang, Michael Gleicher, Tatiana von Landesberger
Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots. IEEE VIS (Short Papers) (2023)
Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data. IEEE Trans. Vis. Comput. Graph. 29 (2) (2023)
Michael Gleicher, Maria Riveiro, Tatiana von Landesberger, Oliver Deussen, Remco Chang, Christina Gillman
A Problem Space for Designing Visualizations. IEEE Computer Graphics and Applications 43 (4) (2023)
Ashley Suh, Abigail Mosca, Shannon Robinson, Quinn Pham, Dylan Cashman, Alvitta Ottley, Remco Chang
Inferential Tasks as an Evaluation Technique for Visualization. CoRR (2022)
Ashley Suh, Abigail Mosca, Shannon Robinson, Quinn Pham, Dylan Cashman, Alvitta Ottley, Remco Chang
Inferential Tasks as an Evaluation Technique for Visualization. EuroVis (Short Papers) (2022)
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Arvind Satyanarayan, Eugene Wu
DIEL: Interactive Visualization Beyond the Here and Now. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Ashley Suh, Yilan Jiang, Abigail Mosca, Eugene Wu, Remco Chang
A Grammar for Hypothesis-Driven Visual Analysis. CoRR (2022)
Marianne Procopio, Abigail Mosca, Carlos Scheidegger, Eugene Wu, Remco Chang
Impact of Cognitive Biases on Progressive Visualization. IEEE Trans. Vis. Comput. Graph. 28 (9) (2022)
Ashley Suh, Gabriel Appleby, Erik W. Anderson, Luca A. Finelli, Remco Chang, Dylan Cashman
Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts. CoRR (2022)
Gabriel Appleby, Mateus Espadoto, Rui Chen, Samuel Goree, Alexandru C. Telea, Erik W. Anderson, Remco Chang
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters. Comput. Graph. Forum 41 (3) (2022)
Edward W. He, Daniel Tolessa, Ashley Suh, Remco Chang
Analysis Without Data: Teaching Students to Tackle the VAST Challenge. CoRR (2022)
Wenbo Tao, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker
Kyrix-J: Visual Discovery of Connected Datasets in a Data Lake. CIDR (2022)
Brian Montambault, Camelia D. Brumar, Michael Behrisch, Remco Chang
PIXAL: Anomaly Reasoning with Visual Analytics. CoRR (2022)
Jacob Fisher, Remco Chang, Eugene Wu
Automatic Y-axis Rescaling in Dynamic Visualizations. CoRR (2021)
Xi Chen, Wei Zeng, Yanna Lin, Hayder Mahdi Al-Maneea, Jonathan Roberts, Remco Chang
Composition and Configuration Patterns in Multiple-View Visualizations. IEEE Trans. Vis. Comput. Graph. 27 (2) (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)
Abigail Mosca, Alvitta Ottley, Remco Chang
Does Interaction Improve Bayesian Reasoning with Visualization? CHI (2021)
Gabriel Appleby, Mateus Espadoto, Rui Chen, Samuel Goree, Alexandru C. Telea, Erik W. Anderson, Remco Chang
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters. CoRR (2021)
Zhe Wang, Dylan Cashman, Mingwei Li, Jixian Li, Matthew Berger, Joshua A. Levine, Remco Chang, Carlos Scheidegger
NeuralCubes: Deep Representations for Visual Data Exploration. IEEE BigData (2021)
Wenbo Tao, Xinli Hou, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker
Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data. CoRR (2021)
Cagatay Turkay, Tatiana von Landesberger, Daniel Archambault, Shixia Liu, Remco Chang
Special Issue on Interactive Visual Analytics for Making Explainable and Accountable Decisions. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Jacob Fisher, Remco Chang, Eugene Wu
Automatic Y-axis Rescaling in Dynamic Visualizations. IEEE VIS (Short Papers) (2021)
Fatemah Mukadum, Quan Nguyen, Daniel M. Adrion, Gabriel Appleby, Rui Chen, Haley Dang, Remco Chang, Roman Garnett, Steven A. Lopez
Efficient Discovery of Visible Light-Activated Azoarene Photoswitches with Long Half-Lives Using Active Search. J. Chem. Inf. Model. 61 (11) (2021)
Abigail Mosca, Alvitta Ottley, Remco Chang
Does Interaction Improve Bayesian Reasoning with Visualization? CoRR (2021)
Yifan Wu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
Facilitating Exploration with Interaction Snapshots under High Latency. IEEE VIS (Short Papers) (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)
Leilani Battle, R. Jordan Crouser, Audace Nakeshimana, Ananda Montoly, Remco Chang, Michael Stonebraker
The Role of Latency and Task Complexity in Predicting Visual Search Behavior. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
Gaggle: Visual Analytics for Model Space Navigation. Graphics Interface (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)
Kai Xu, Alvitta Ottley, Conny Walchshofer, Marc Streit, Remco Chang, John E. Wenskovitch
Survey on the Analysis of User Interactions and Visualization Provenance. Comput. Graph. Forum 39 (3) (2020)
Nadia Boukhelifa, Anastasia Bezerianos, Remco Chang, Christopher Collins, Steven Mark Drucker, Alexander Endert, Jessica Hullman, Christopher L. North, Michael Sedlmair, Theresa-Marie Rhyne
Challenges in Evaluating Interactive Visual Machine Learning Systems. IEEE Computer Graphics and Applications 40 (6) (2020)
Xi Chen, Wei Zeng, Yanna Lin, Hayder Mahdi Al-Maneea, Jonathan C. Roberts, Remco Chang
Composition and Configuration Patterns in Multiple-View Visualizations. CoRR (2020)
Dylan Cashman, Adam Perer, Remco Chang, Hendrik Strobelt
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Wenbo Tao, Xinli Hou, Adam Sah, Leilani Battle, Remco Chang, Michael Stonebraker
Kyrix-S: Authoring Scalable Scatterplot Visualizations of Big Data. CoRR (2020)
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)
Wenbo Tao, Xiaoyu Liu, Çagatay Demiralp, Remco Chang, Michael Stonebraker
Kyrix: Interactive Visual Data Exploration at Scale. CIDR (2019)
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
DIEL: Transparent Scaling for Interactive Visualization. CoRR (2019)
Wenbo Tao, Xiaoyu Liu, Çagatay Demiralp, Remco Chang, Michael Stonebraker
Kyrix: Interactive Visual Data Exploration at Scale. CoRR (2019)
Wenbo Tao, Xiaoyu Liu, Yedi Wang, Leilani Battle, Çagatay Demiralp, Remco Chang, Michael Stonebraker
Kyrix: Interactive Pan/Zoom Visualizations at Scale. Comput. Graph. Forum 38 (3) (2019)
Abigail Mosca, Shannon Robinson, Meredith Clarke, Rebecca Redelmeier, Sebastian Coates, Dylan Cashman, Remco Chang
Defining an Analysis: A Study of Client-Facing Data Scientists. EuroVis (Short Papers) (2019)
Remco Chang, Tim Dwyer, Issei Fujishiro, Petra Isenberg, Steven Franconeri, Huamin Qu, Tobias Schreck, Daniel Weiskopf, Gunther H. Weber
Preface. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, M. Brandon Westover, Samuel Madden, Michael Stonebraker
Smile: A System to Support Machine Learning on EEG Data at Scale. Proc. VLDB Endow. 12 (12) (2019)
Marianne Procopio, Carlos Scheidegger, Eugene Wu, Remco Chang
Selective Wander Join: Fast Progressive Visualizations for Data Joins. Informatics 6 (1) (2019)
Dylan Cashman, Genevieve Patterson, Abigail Mosca, Nathan Watts, Shannon Robinson, Remco Chang
RNNbow: Visualizing Learning via Backpropagation Gradients in Recurrent Neural Networks. CoRR (2019)
Yifan Wu, Remco Chang, Eugene Wu, Joseph M. Hellerstein
Programming with Timespans in Interactive Visualizations. CoRR (2019)
Luana Micallef, Hans-Jörg Schulz, Marco Angelini, Michaël Aupetit, Remco Chang, Jörn Kohlhammer, Adam Perer, Giuseppe Santucci
The Human User in Progressive Visual Analytics. EuroVis (Short Papers) (2019)
Dylan Cashman, Adam Perer, Remco Chang, Hendrik Strobelt
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures. CoRR (2019)
Gabriel Ryan, Abigail Mosca, Remco Chang, Eugene Wu
At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Fumeng Yang, Lane T. Harrison, Ronald A. Rensink, Steven L. Franconeri, Remco Chang
Correlation Judgment and Visualization Features: A Comparative Study. IEEE Trans. Vis. Comput. Graph. 25 (3) (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)
Dylan Cashman, Genevieve Patterson, Abigail Mosca, Nathan Watts, Shannon Robinson, Remco Chang
RNNbow: Visualizing Learning Via Backpropagation Gradients in RNNs. IEEE Computer Graphics and Applications 38 (6) (2018)
Zhe Wang, Dylan Cashman, Mingwei Li, Jixian Li, Matthew Berger, Joshua A. Levine, Remco Chang, Carlos Scheidegger
NNCubes: Learned Structures for Visual Data Exploration. CoRR (2018)
Gabriel Ryan, Abigail Mosca, Remco Chang, Eugene Wu
At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity. CoRR (2018)
Yifan Wu, Larry Xu, Remco Chang, Joseph M. Hellerstein, Eugene Wu
Making Sense of Asynchrony in Interactive Data Visualizations. CoRR (2018)
Leilani Battle, Peitong Duan, Zachery Miranda, Dana Mukusheva, Remco Chang, Michael Stonebraker
Beagle: Automated Extraction and Interpretation of Visualizations from the Web. CHI (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)
Leilani Battle, Remco Chang, Jeffrey Heer, Mike Stonebraker
Position statement: The case for a visualization performance benchmark. DSIA (2017)
Anzu Hakone, Lane Harrison, Alvitta Ottley, Nathan Winters, Caitlin Gutheil, Paul K. J. Han, Remco Chang
PROACT: Iterative Design of a Patient-Centered Visualization for Effective Prostate Cancer Health Risk Communication. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Leilani Battle, Peitong Duan, Zachery Miranda, Dana Mukusheva, Remco Chang, Michael Stonebraker
Beagle: Automated Extraction and Interpretation of Visualizations from the Web. CoRR (2017)
Remco Chang, Jean-Daniel Fekete, Juliana Freire, Carlos Eduardo Scheidegger
Connecting Visualization and Data Management Research (Dagstuhl Seminar 17461). Dagstuhl Reports 7 (11) (2017)
Leilani Battle, Remco Chang, Michael Stonebraker
Dynamic Prefetching of Data Tiles for Interactive Visualization. SIGMOD Conference (2016)
Beste F. Yuksel, Kurt B. Oleson, Lane Harrison, Evan M. Peck, Daniel Afergan, Remco Chang, Robert J. K. Jacob
Learn Piano with BACh: An Adaptive Learning Interface that Adjusts Task Difficulty Based on Brain State. CHI (2016)
Alvitta Ottley, Evan M. Peck, Lane T. Harrison, Daniel Afergan, Caroline Ziemkiewicz, Holly A. Taylor, Paul K. J. Han, Remco Chang
Improving Bayesian Reasoning: The Effects of Phrasing, Visualization, and Spatial Ability. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Remco Chang, Fumeng Yang, Marianne Procopio
From Vision Science to Data Science: Applying Perception to Problems in Big Data. HVEI (2016)
Alvitta Ottley, Huahai Yang, Remco Chang
Personality as a Predictor of User Strategy: How Locus of Control Affects Search Strategies on Tree Visualizations. CHI (2015)
Lane Harrison, Katharina Reinecke, Remco Chang
Infographic Aesthetics: Designing for the First Impression. CHI (2015)
Beste F. Yuksel, Daniel Afergan, Evan M. Peck, Garth Griffin, Lane Harrison, Nick W. B. Chen, Remco Chang, Robert J. K. Jacob
Braahms: a novel adaptive musical interface based on users' cognitive state. NIME (2015)
Dong Hyun Jeong, Soo-Yeon Ji, Evan A. Suma, Byunggu Yu, Remco Chang
Designing a collaborative visual analytics system to support users' continuous analytical processes. Hum. centric Comput. Inf. Sci. 5 (2015)
Alex Endert, Remco Chang, Chris North, Michelle X. Zhou
Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics. IEEE Computer Graphics and Applications 35 (4) (2015)
Alvitta Ottley, R. Jordan Crouser, Caroline Ziemkiewicz, Remco Chang
Manipulating and controlling for personality effects on visualization tasks. Inf. Vis. 14 (3) (2015)
Darren J. Edwards, Linda T. Kaastra, Brian D. Fisher, Remco Chang, Min Chen
Cognitive Information Theories of Psychology and Applications with Visualization and HCI Through Crowdsourcing Platforms. Crowdsourcing and Human-Centered Experiments (2015)
Shaomeng Li, R. Jordan Crouser, Garth Griffin, Connor Gramazio, Hans-Jörg Schulz, Hank Childs, Remco Chang
Exploring hierarchical visualization designs using phylogenetic trees. Visualization and Data Analysis (2015)
Eli T. Brown, Alvitta Ottley, Helen Zhao, Quan Lin, Richard Souvenir, Alex Endert, Remco Chang
Finding Waldo: Learning about Users from their Interactions. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Remco Chang, David S. Ebert, Daniel A. Keim
Introduction to the Special Issue on Interactive Computational Visual Analytics. ACM Trans. Interact. Intell. Syst. 4 (1) (2014)
R. Jordan Crouser, Benjamin Hescott, Remco Chang
Toward Complexity Measures for Systems Involving Human Computation. Hum. Comput. 1 (1) (2014)
Daniel Afergan, Tomoki Shibata, Samuel W. Hincks, Evan M. Peck, Beste F. Yuksel, Remco Chang, Robert J. K. Jacob
Brain-based target expansion. UIST (2014)
Lane Harrison, Fumeng Yang, Steven Franconeri, Remco Chang
Ranking Visualizations of Correlation Using Weber's Law. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Dong Hyun Jeong, Soo-Yeon Ji, Tera Greensmith, Byunggu Yu, Remco Chang
Understanding implicit and explicit interface tools to perform visual analytics tasks. IRI (2014)
Daniel Afergan, Evan M. Peck, Erin Treacy Solovey, Andrew Jenkins, Samuel W. Hincks, Eli T. Brown, Remco Chang, Robert J. K. Jacob
Dynamic difficulty using brain metrics of workload. CHI (2014)
Evan M. Peck, Beste F. Yuksel, Alvitta Ottley, Robert J. K. Jacob, Remco Chang
Using fNIRS brain sensing to evaluate information visualization interfaces. CHI (2013)
Leilani Battle, Michael Stonebraker, Remco Chang
Dynamic reduction of query result sets for interactive visualizaton. IEEE BigData (2013)
Lane Harrison, Drew Skau, Steven Franconeri, Aidong Lu, Remco Chang
Influencing visual judgment through affective priming. CHI (2013)
R. Jordan Crouser, Jeremy G. Freeman, Andrew Winslow, Remco Chang
Exploring agent-based simulations in political science using Aggregate Temporal Graphs. PacificVis (2013)
Caroline Ziemkiewicz, Alvitta Ottley, R. Jordan Crouser, Ashley Rye Yauilla, Sara L. Su, William Ribarsky, Remco Chang
How Visualization Layout Relates to Locus of Control and Other Personality Factors. IEEE Trans. Vis. Comput. Graph. 19 (7) (2013)
Evan M. Peck, Beste F. Yuksel, Lane Harrison, Alvitta Ottley, Remco Chang
Towards a 3-dimensional model of individual cognitive differences: position paper. BELIV (2012)
R. Jordan Crouser, Daniel Kee, Dong Hyun Jeong, Remco Chang
Two Visualization Tools for Analyzing Agent-Based Simulations in Political Science. IEEE Computer Graphics and Applications 32 (1) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Remco Chang