Remco Chang


Professor
Tufts University
Computer Science


Joyce Cummings Hall
Room #365
177 College Avenue
Medford, MA 02155
(Office) 617-627-3681
remco_at_cs.tufts.edu


vita
publications
students
talks
grants
calendar

Last updated in May 2020

2020

Journal

Putting the "I" in Interaction: Interactive Interfaces Personalized to Individuals (pdf)
John Wenskovitch, Michelle Zhou, Christopher Collins, Remco Chang, Michelle Dowling, Alex Endert, and Kai Xu
IEEE Computer Graphics and Applications (Viewpoint)
QUESTO: Interactive Construction of Objective Functions for Classification Tasks (pdf)
Subhajit Das, Shenyu Xu, Michael Gleicher, Remco Chang, and Alex Endert
Computer Graphics Forum (EuroVis 2020)
Survey on the Analysis of User Interactions and Visualization Provenance (pdf)
Kai Xu, Alvitta Ottley, Conny Walchshofer, Marc Streit, Remco Chang, and John Wenskovitch
Computer Graphics Forum (EuroVis 2020 State of the Art Report)

Conference

Gaggle: Visual Analytics for Model Space Navigation (pdf)
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
Graphics Interface, 2020

2019

Book Chapter

Detecting and Ddapting to Users’ Cognitive and Affective State to Develop Intelligent Musical Interfaces. (online)
Beste Yuksel, Kurt Oleson, Remco Chang, and Robert Jacob
New Directions in Music and Human-Computer Interaction (Springer), 2019

Journal

Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures (pdf)
Dylan Cashman, Adam Perer, Remco Chang, Hendrik Strobelt
VAST 2019 (IEEE Transactions on Visualization and Computer Graphics (TVCG))
The Role of Latency and Task Complexity in Predicting Visual Search Behavior (pdf)
Leilani Battle, R. Jordan Crouser, Audace Nakeshimana, Ananda Montoly, Remco Chang, and Michael Stonebraker
InfoVis 2019 (IEEE Transactions on Visualization and Computer Graphics (TVCG))
Smile: A System to Support Machine Learning on EEG Data at Scale (pdf)
Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, Brandon Westover, Samuel Madden, Michael Stonebraker
Proceedings of the VLDB Endowment (PVLDB)
Beames: Interactive Multi-Model Steering, Selection, and Inspection for Regression Tasks. (pdf)
Subhajit Das, Dylan Cashman, Remco Chang, and Alex Endert
IEEE Computer Graphics and Applications (CGA)
A User-Based Visual Analytics Workflow for Exploratory Model Analysis (pdf)
(mov)
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John Stasko, Alex Endert, Michael Gleicher, and Remco Chang
EuroVis 2019 (Computer Graphics Forum)
Kyrix: Interactive Pan/Zoom Visualizations at Scale (pdf)
Wenbo Tao, Xiaoyu Liu, Yedi Wang, Leilani Battle, Çağatay Demiralp, Remco Chang, and Michael Stonebraker
EuroVis 2019 (Computer Graphics Forum)
Selective Wander Join: Fast Progressive Visualizations for Data Joins (pdf)
Marianne Procopio, Carlos Scheidegger, Eugene Wu, and Remco Chang
Informatics 2019

Conference

Defining an Analysis: A Study of Client-Facing Data Scientists (pdf)
Abigail Mosca, Shannon Robinson, Meredith Clarke, Rebecca Redelmeier, Sebastian Coates, Dylan Cashman, Remco Chang
EuroVis (Short), 2019
The Human User in Progressive Visual Analytics (pdf)
Luana Micallef, Hans-Jörg Schulz, Marco Angelini, Michaël Aupetit, Remco Chang, Jörn Kohlhammer, Adam Perer
EuroVis (Short), 2019
Kyrix: Interactive Visual Data Exploration at Scale (pdf)
Wenbo Tao, Xiaoyu Liu, Cagatay Demiralp, Remco Chang, Mike Stonebraker
Conference on Innovative Data Systems Research (CIDR), 2019

2018

Journal

At a Glance: Pixel Approximate Entropy as a Measure of Line Chart Complexity (pdf)
Gabriel Ryan, Abby Mosca, Remco Chang, Eugene Wu
InfoVis 2018 (IEEE Transactions on Visualization and Computer Graphics (TVCG))
RNNbow: Visualizing Learning via Backpropagation Gradients in RNNs (pdf)
Dylan Cashman, Genevieve Patterson, Abby Mosca, Nathan Watts, Shannon Robinson, Remco Chang
IEEE Computer Graphics and Applications (CG&A)
Correlation Judgment and Visualization Features: A Comparative Study (pdf)
Fumeng Yang, Lane Harrison, Ronald Rensink, Steve Franconeri, Remco Chang
IEEE Transactions on Visualization and Computer Graphics (TVCG)

Conference

Beagle: Automated Extraction and Interpretation of Visualizations from the Web (pdf)
Leilani Battle, Peitong Duan, Zachery Miranda, Dana Mukusheva, Remco Chang, Mike Stonebraker
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2018
BEAMES: Interactive Multi-Model Steering and Inspection for Regression Tasks (pdf)
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
IEEE Visualization Symposium on Visualization in Data Science (VDS)
Best Paper Award

Misc

ModelSpace: Visualizing the Trails of Data Models in Visual Analytics Systems (pdf)
Eli Brown, Sriram Yarlagadda, Kris Cook, Remco Chang, Alex Endert
IEEE Visualization Workshop on Machine Learning from User Interactions. 2018
Poster: Towards Data Science for the Masses: A Study of Data Scientists and Their Interactions with Clients (pdf)
Abby Mosca, Shannon Robinson, Meredith Clarke, Rebecca Redelmeier, Sebastian Coates, Dylan Cashman, Remco Chang
Poster, IEEE Conference on Information Visualization (InfoVis), 2018.
Poster: CLIPPR: Maximally Informative CLIPped PRojections with Bounding Regions (pdf)
Bo Kang, Dylan Cashman, Remco Chang, Jefrey Lijffijt, Tijl De Bie
Poster, IEEE Conference on Information Visualization (InfoVis), 2018.
Poster: A Visual Analytics Framework for Automated Machine Learning
Shah Humayoun, Dylan Cashman, Florian Heimerl, Remco Chang
Poster, IEEE Conference on Information Visualization (InfoVis), 2018.

2017

Misc

RNNbow: Visualizing Learning via the Backpropagated Gradients in Recurrent Neural Networks (pdf)
Dylan Cashman, Genevieve Patterson, Abby Mosca, Remco Chang
IEEE Visualization Workshop on Visual Analytics for Deep Learning
Best Paper Award
Load-n-Go: Fast Approximate Join Visualizations That Improve Over Time
Marianne Procopio, Carlos Scheidegger, Eugene Wu, and Remco Chang
IEEE Visualization Workshop on Data Systems for Interactive Analysis (DSIA)
Position Statement: The Case for a Visualization Performance Benchmark (pdf)
Leilani Battle, Remco Chang, Jeffrey Heer, and Michael Stonebraker
IEEE Visualization Workshop on Data Systems for Interactive Analysis (DSIA)
Towards a Bayesian Model of Data Visualization Cognition (pdf)
Yifan Wu, Larry Xu, Remco Chang, and Eugene Wu
IEEE Visualization Workshop on Dealing with Cognitive Biases in Visualisations (DECISIVe)

2016

Journal

PROACT: Iterative design of a patient-centered visualization for effective prostate cancer health risk communication (pdf)
Anzu Hakone, Lane Harrison, Alvitta Ottley, Nathan Winters, Paul Han, Caitlin Gutheil, and Remco Chang
InfoVis 2016 (IEEE Transactions on Visualization and Computer Graphics (TVCG))

Conference

Learn Piano with BACh: An Adaptive Learning Interface that Adjusts Task Difficulty based on Brain State (pdf)
Beste Yuksel, Kurt Oleson, Lane Harrison, Evan Peck, Dan Afergan, Remco Chang, and Rob Jacob
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2016
Best Paper Award
Dynamic Prefetching of Data Tiles for Interactive Visualization (pdf)
Leilani Battle, Remco Chang, Michael Stonebraker
ACM International Conference on Management of Data (SIGMOD), 2016.

Misc

Human-Machine-Learner Interaction: The Best of Both Worlds (pdf)
Eli Brown, Alex Endert, Remco Chang
CHI 2016 Workshop on Human Centred Machine Learning (HCML)
Position Paper: Measuring Users' Cognitive and Affective State to Develop Intelligent Musical Interfaces
Beste Yuksel, Kurt Oleson, Remco Chang, Rob Jacob
CHI 2016 Workshop on Music and HCI (HCIMUSIC)

2015

Journal

Improving Bayesian Reasoning: The Effects of Phrasing, Visualization, and Spatial Ability (pdf)
Alvitta Ottley, Evan Peck, Lane Harrison, Dan Afergan, Caroline Ziemkiewicz, Holly Taylor, Paul Han and Remco Chang
InfoVis 2015 (IEEE Transactions on Visualization and Computer Graphics (TVCG)).
Designing a Collaborative Visual Analytics System to Support Users' Continuous Analytical Processes (pdf)
Dong Hyun Jeong, Soo-Yeon Ji, Evan A Suma, Byunggu Yu, and Remco Chang
Human-centric Computing and Information Sciences (Springer)

Conference

BRAAHMS: A Novel Adaptive Musical Interface Based on Users's Cognitive State (pdf)
(tech report)
Beste Yuksel, Dan Afergan, Evan Peck, Garth Griffin, Lane Harrison, Nick Chen, Remco Chang, and Rob Jacob
Proceedings of the New Instruments for Musical Expression (NIME), 2015
Personality as a Predictor of User Strategy:
How Locus of Control Affects Search Strategies on Tree Visualizations
(pdf)
Alvitta Ottley, Huahai Yang, and Remco Chang
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2015
Honorable Mention Award
Infographic Aesthetics: The First Impression Counts (pdf)
Lane Harrison, Katharina Reinecke, and Remco Chang
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2015
Exploring Visualization Designs Using Phylogenetic Trees (pdf)
Shaomeng Li, Garth Griffin, Connor Gramazio, Hans-Jorg Schulz, Hank Childs, and Remco Chang
SPIE Visualization and Data Analysis (VDA), 2015.
Best Paper Award

Misc

Position Statement: Front-End Aware Optimization for Scalable Visual Exploration Systems
Leilani Battle, Michael Stonebraker, Remco Chang
IEEE Visualization 2015 Workshop on Data Systems for Interactive Analysis (DSIA)

2014

Journal

Toward Complexity Measures for Systems Involving Human Computation (pdf)
R Jordan Crouser, Benjamin Hescott, Remco Chang
Human Computation
Finding Waldo: Learning about Users from their Interactions (pdf)
Eli Brown, Alvitta Ottley, Jieqiong Zhao, Quan Lin, Alex Endert, Richard Souvenir, Remco Chang
VAST 2014 (IEEE Transactions on Visualization and Computer Graphics (TVCG)).
Ranking Visualization Effectiveness Using Weber's Law (pdf)
Lane Harrison, Fumeng Yang, Steven Franconeri, Remco Chang
InfoVis 2014 (IEEE Transactions on Visualization and Computer Graphics (TVCG)).

Conference

Brain-Based Target Expansion (pdf)
Dan Afergan, Tomoki Shibata, Sam Hincks, Evan Peck, Beste Yuksel, Remco Chang, Robert Jacob
ACM User Interface Software and Technology Symposium (UIST), 2014.
Understanding Implicit and Explicit Interface Tools to Perform Visual Analytics Tasks (pdf)
Dong Hyun Jeong, Soo-Yeon Ji, Tera Greensmith, Byunggu Yu, Remco Chang
IEEE Conference on Information Reuse and Integration (IRI), 2014.
Dynamic Difficulty Using Brain Metrics of Workload (pdf)
Dan Afergan, Evan Peck, Erin Solovey, Sam Hincks, AJ Jenkins, Eli T Brown, Remco Chang, Robert Jacob
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2014.
Honorable Mention Award

Misc

Poster: Dynamic Generation and Prefetching of Data Chunks for Exploratory Visualization (pdf)
Leilani Battle, Remco Chang, Michael Stonebraker
Poster, IEEE Conference on Information Visualization (InfoVis), 2014.
Position paper: Toward usable interactive analytics: Coupling cognition and computation (pdf)
Alex Endert, Chris North, Remco Chang, Michelle Zhou
KDD Workshop on on Interactive Data Exploration and Analytics (IDEA), 2014.
Work in progress: Eigensense: Saving user effort with activec metric learning (pdf)
Eli Brown, Remco Chang
KDD Workshop on on Interactive Data Exploration and Analytics (IDEA), 2014.

2013

Journal

Manipulating and Controlling for Personality Effects on Visualization Tasks (pdf)
Alvitta Ottley, R. Jordan Crouser, Caroline Ziemkiewicz, Remco Chang
Journal of Information Visualization (IVI), 2013.

Book Chapter

Balancing Human and Machine Contributions in Human Computation Systems
R. Jordan Crouser, Alvitta Ottley, Remco Chang
Human Computation Handbook, Springer, 2013
Algorithm Chapter Introduction
Remco Chang, Caroline Ziemkiewicz
Human Computation Handbook, Springer, 2013

Conference

Dynamic Reduction of Result Sets for Interactive Visualization (pdf)
Leilani Battle, Remco Chang, and Michael Stonebraker
IEEE Workshop on Big Data Visualization, 2013
Talk at the Big Data workshop (pptx)
Using fNIRS Brain Sensing To Evaluate Information Visualization Interfaces (pdf) (mp4)
Evan Peck, Beste Yuksel, Alvitta Ottley, Robert Jacob, and Remco Chang
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2013.
Influencing Visual Judgment Through Affective Priming (pdf) (mp4)
Lane Harrison, Drew Skau, Steven Franconeri, Aidong Lu, and Remco Chang
ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 2013.
The adaptive user: Priming to improve interaction (pdf)
Alvitta Ottley, Evan M Peck, Lane Harrison, and Remco Chang
ACM CHI 2013 Workshop on Many People Many Eyes
Using passive input to adapt visualization systems to the individual (pdf)
Daniel Afergan, Evan M Peck, Remco Chang, Robert Jacob
ACM CHI 2013 Workshop on Many People Many Eyes
Exploring Agent-Based Simulations in Political Science Using Aggregate Temporal Graphs (pdf)
R. Jordan Crouser, Jeremy G Freeman, Andrew Winslow, Remco Chang
IEEE Pacific Visualization Symposium, 2013.

Misc

Poster: Modeling user interactions for complex visual search tasks (pdf)
J. Helen Zhao, Quan Lin, Alvitta Ottley, and Remco Chang
Poster, IEEE Conference on Visual Analytics Science and Technology (VAST), 2013.

2012

Journal

An affordance-based framework for human computation and human-computer collaboration (pdf)
R. Jordan Crouser, Remco Chang
VAST 2012 (IEEE Transactions on Visualization and Computer Graphics (TVCG)).
How Visualization Layout Relates to Locus of Control and Other Personality Factors (pdf)
Caroline Ziemkiewicz, Alvitta Ottley, R. Jordan Crouser, Ashley Rye Yauilla, Sara Su, William Ribarsky, Remco Chang
IEEE Transactions on Visualization and Computer Graphics (TVCG).
Toward a Deeper Understanding of the Relationship Between Interaction Constraints and Visual Isomorphs (pdf)
Wenwen Dou, Caroline Ziemkiewicz, Lane Harrison, Dong Hyun Jeong, William Ribarsky, Xiaoyu Wang, Remco Chang
Journal of Information Visualization (IVS), 2012.
Understanding Visualization by Understanding Individual Users (pdf)
Caroline Ziemkiewicz, Alvitta Ottley, R. Jordan Crouser, Krysta Chauncey, Sara Su, Remco Chang
IEEE Computer Graphics and Applications Viewpoint (CG&A).

Conference

Dis-function: Learning Distance Functions Interactively (pdf) (mp4)
Eli T Brown, Jingjing Liu, Carla Brodley, Remco Chang
IEEE Conference on Visual Analytics Science and Technology (VAST), 2012.
ICD3 : Towards a 3-Dimensional Model of Individual Cognitive Differences (pdf)
Evan Peck, Beste Yuksel, Lane Harrison, Alvitta Ottley, Remco Chang
IEEE VisWeek BELIV 2012 Workshop (Beyond time and errors: novel evaluation methods for information visualization)

Misc

Tech Report: Visually Communicating Bayesian Statistics to Laypersons (pdf)
Alvitta Ottley, Blossom Metevier, Paul K.J. Han, and Remco Chang
Tufts University Computer Science Technical Report 2012-02, 2012.
Poster: Optimizing an spt-tree for visual analytics (pdf)
Connor Gramazio and Remco Chang
Poster, IEEE Conference on Visual Analytics Science and Technology (VAST), 2012.
Poster: Exploring the impact of emotion on visual judgement (pdf)
Lane Harrison, Remco Chang, and Aidong Lu
Poster, IEEE Conference on Visual Analytics Science and Technology (VAST), 2012.
Best Poster Award
Poster: Priming locus of control to affect performance (pdf)
Alvitta Ottley, Caroline Ziemkiewicz, R. Jordan Crouser, and Remco Chang
Poster, IEEE Conference on Visual Analytics Science and Technology (VAST), 2012.
Poster: Comparing interactive web-based visualization rendering techniques (pdf)
Daniel E Kee, Liz Salowitz, and Remco Chang
Poster, IEEE Conference on Information Visualization (InfoVis), 2012.

2011

Journal

Two Visualization Tools for Analysis of Agent-Based Simulations in Political Science (pdf)
R Jordan Crouser, Daniel E. Kee, Dong Hyun Jeong, Remco Chang
IEEE Computer Graphics and Applications (CG&A).

Conference

How Locus of Control Influences Compatibility with Visualization Style (pdf)
Caroline Ziemkiewicz, R Jordan Crouser, Sara Su, Ashley Rye Yauilla, William Ribarsky, Remco Chang
IEEE Conference on Visual Analytics Science and Technology (VAST), 2011.
Honorable Mention Best Paper
Parallel Topics: A Probabilistic Approach to Exploring Document Collections (pdf)
Wenwen Dou, Xiaoyu Wang, Remco Chang, William Ribarsky
IEEE Conference on Visual Analytics Science and Technology (VAST), 2011.

Misc

Poster: Near to the brain: Functional near-infrared spectroscopy as a lightweight brain imaging technique for visualization (pdf)
Evan Peck, Erin Solovey, Sara Su, Robert Jacob, and Remco Chang
Poster, IEEE Conference on Information Visualization (InfoVis), 2011.
Best Poster Award
Poster: An analytical approach for the creative design of new visualizations (pdf)
Garth Griffin, Shaomeng Li, Connor Gramazio, and Remco Chang
Poster, IEEE Conference on Information Visualization (InfoVis), 2011.
Poster: A state transition approach to understanding users' interactions (pdf)
Dong Hyun Jeong, Soo Yeon Ji, William Ribarsky, and Remco Chang
Poster, IEEE Conference on Visual Analytics Science and Technology (VAST), 2011.
Poster: Find distance function, hide model inference (pdf)
Jingjing Liu, Eli T. Brown, and Remco Chang
Poster, IEEE Conference on Visual Analytics Science and Technology (VAST), 2011.
Poster: Exploring Agent-Based Simulations using Temporal Graphs (pdf)
R. Jordan Crouser, Jeremy G. Freeman, Remco Chang
Poster, IEEE Conference on Visual Analytics Science and Technology (VAST), 2011.
Computational exploration of simulations in political science (pdf)
R. Jordan Crouser, Jeremy G. Freeman, Remco Chang
SPIE Newsroom, 2011.
Analytic Provenance: Process + Interaction + Insight (pdf)
Chris North, Remco Chang, Alex Endert, Wenwen Dou, Richard May, William Pike, Glenn Fink
ACM SIGCHI Workshop (Extended Abstracts), 2011

2010

Journal

Alleviating the Modifiable Areal Unit Problem with Probe-Based Geospatial Analyses (pdf)
Tom Butkiewicz, Remco Chang, Zachary Wartell, William Ribarsky
Computer Graphics Forum (Eurovis 2010).
An Interactive Visual Analytics System for Bridge Management (pdf) (mov)
Xiaoyu Wang, Wenwen Dou, Shen-en Chen, William Ribarsky, Remco Chang
Computer Graphics Forum (Eurovis 2010).

Conference

Combining Automated and Interactive Visual Analysis of Biomechanical Motion Data (pdf) (avi)
Scott Spurlock, George Arceneaux, Xiaoyu Wang, Remco Chang, Richard Souvenir
International Symposium on Visual Computing, 2010.
Comparing Different Levels of Interaction Constraints for Deriving Visual Problem Isomorphs (pdf)
Wenwen Dou, Caroline Ziemkiewicz, Lane Harrison, Dong Hyun Jeong, Roxanne Ryan, William Ribarsky, Xiaoyu Wang, Remco Chang
IEEE Conference on Visual Analytics Science and Technology (VAST), 2010.
Helping Users Recall Their Reasoning Process (pdf)
Heather Richter Lipford, Felesia Stukes, Wenwen Dou, Matthew E Hawkins, Remco Chang
IEEE Conference on Visual Analytics Science and Technology (VAST), 2010.
Capturing Reasoning Process Through User Interaction (pdf)
Wenwen Dou, William Ribarsky, Remco Chang
IEEE EuroVis Symposium on Visual Analytics (EuroVAST) 2010.
GPS and Road Map Navigation: The Case for a Spatial Framework for Semantic Information (pdf)
Ginette Wessel, Caroline Ziemkiewicz, Remco Chang, Eric Sauda
Conference on Advanced Visual Interface (AVI) 2010.
Learning-Based Evaluation of Visual Analytics Systems (pdf)
Remco Chang, Caroline Ziemkiewicz, Roman Pyzh, Joseph Kielman, William Ribarsky
ACM SIGCHI BELIV 2010 Workshop (Beyond time and errors: novel evaluation methods for information visualization).
talk at BELIV (ppt)
Comparative Evaluation of Two Interface Tools in Performing Visual Analytics Tasks (pdf)
Dong Hyun Jeong, Tera Marie Green, William Ribarsky, Remco Chang
ACM SIGCHI BELIV 2010 Workshop (Beyond time and errors: novel evaluation methods for information visualization).
Urban User Interface: Urban Legibility Reconsidered (pdf)
Ginette Wessel, Elizabeth Unruh, Remco Chang, Eric Sauda
Southwest ACSA (Association of Collegiate Schools of Architecture)
A Linked Feature Space Approach to Exploring LIDAR Data (pdf)
Lane Harrison, Thomas Butkiewicz, Xiaoyu Wang, William Ribarsky, and Remco Chang
SPIE Visual Analytics for Homeland Defense and Security II, 2010

Misc

Poster: A continuous analysis process between desktop and collaborative visual analytics environments (pdf) (mov)
Dong Hyun Jeong, Evan Suma, Thomas Butkiewicz, William Ribarsky, and Remco Chang
Poster, IEEE Conference on Visual Analytics, 2010

2009

Journal

Science of Interaction (pdf)
William Pike, John Stasko, Remco Chang, Theresa O'Connell
Journal of Information Visualization (IVS). Special Issue: Foundations and Frontiers of Visual Analytics
Defining and Applying Knowledge Conversion Processes to a Visual Analytics System (pdf)
Xiaoyu Wang, Dong Hyun Jeong, Wenwen Dou, Seok-Won Lee, William Ribarsky, Remco Chang
Computers and Graphics (Elsevier).
Interactive Coordinated Multiple-View Visualization of Biomechanical Motion Data (pdf) (mov)
Daniel Keefe, Marcus Ewert, William Ribarsky, Remco Chang
IEEE Transactions on Visualization and Computer Graphics (Visualization 2009).
iPCA: An Interactive System for PCA-based Visual Analytics (pdf) (wmv)
Dong Hyun Jeong, Caroline Ziemkiewicz, Brian Fisher, William Ribarsky, Remco Chang
Computer Graphics Forum (Eurovis 2009)
Recovering Reasoning Process From User Interactions (pdf)
Wenwen Dou, Dong Hyun Jeong, Felesia Stukes, William Ribarsky, Heather Richter Lipford, Remco Chang
IEEE Computer Graphics and Applications (CG&A) Issue on Visual Analytics Evaluation (SEMVAST).
Defining Insight For Visual Analytics (pdf)
Remco Chang, Caroline Ziemkiewicz, Tera Green, William Ribarsky
IEEE Computer Graphics and Applications (CG&A) Viewpoints

Conference

Knowledge-Oriented Refactoring in Visualization (pdf)
Dong Hyun Jeong, Wenwen Dou, William Ribarsky, Remco Chang
IEEE Visualization Workshop on Refactoring Visualization From Experience (REVISE) 2009
Designing a PCA-Based Collaborative Visual Analytics System (pdf)
Dong Hyun Jeong, William Ribarsky, Remco Chang
IEEE Visualization Workshop on Collaborative Visualization 2009
Comparing Usage Patterns of Domain Experts and Novices in Visual Analytical Tasks (pdf)
Wenwen Dou, Dong Hyun Jeong, Felesia Stukes, William Ribarsky, Heather Richter Lipford, Remco Chang
ACM SIGCHI Sensemaking Workshop 2009
Knowledge Integrated Visual Analysis of Bridge Safety and Maintenance (pdf)
Xiaoyu Wang, Wenwen Dou, Rashna Vatcha, Wanqiu Liu, Shen-En Chen, Seok-Won Lee, Remco Chang, William Ribarsky
SPIE Defense, Security, and Sensing 2009
Integration of Heterogeneous Processes through Visual Analytics (pdf)
Xiaoyu Wang, Wenwen Dou, William Ribarsky, Remco Chang
SPIE Defense, Security, and Sensing 2009
Integrating Time-series Visualizations within Parallel Coordinates for Exploratory Analysis of Incident Databases (pdf)
Michael Butkiewicz, Thomas Butkiewicz, William Ribarsky, Remco Chang
SPIE Defense, Security, and Sensing 2009
Hierarchical Multi-Touch Selectione Techniques for Collaborative Geospatial Analysis (pdf)
Thomas Butkiewicz, Dong Hyun Jeong, William Ribarsky, Remco Chang
SPIE Defense, Security, and Sensing 2009

Misc

Poster: Comparing Two Interface Tools In Performing Visual Analytics Tasks (pdf)
Dong Hyun Jeong, Tera Marie Green, William Ribarsky, Remco Chang
IEEE Symposium on Visual Analytics 2009 Poster
Poster: Creating a Knowledge Structure in Real-Time (pdf)
Dong Hyun Jeong, Remco Chang, William Ribarsky
Eurovis 2009 Poster
Poster: Towards A Role of Visualization in Social Modeling (pdf)
Remco Chang, Robert Kosara, Alex Godwin, William Ribarsky
AAAI 2009 Spring Symposium on Technosocial Predictive Analytics (Poster Paper)
Mapping Understanding: Transforming Topographic Maps into Cognitive Maps (pdf)
Ginette Wessel, Eric Sauda, Remco Chang
GeoVis Hamburg Workshop (International Cartographic Association Commission on GeoVisualization)
Poster: Integrated Remote Sensing and Visualization (IRSV) System for Transportation Infrastructure Operations and Management (ppt)
William Ribarsky, Edd Hauser, Shen-en Chen, Bill Tolone, Seok-won Lee, Remco Chang, Wanqiu Liu, Rashna Vatcha, Xiaoyu Wang
Poster at the 88th annual Transportation Research Board (TRB)

2008

Journal

Multi-Focused Geospatial Analysis Using Probes (pdf) (avi) (mov)
Thomas Butkiewicz, Wenwen Dou, Zachary Wartell, William Ribarsky, Remco Chang
InfoVis 2008 (IEEE Transactions on Visualization and Computer Graphics)
User Experimentation: An Evaluation of Velocity Control Techniques in Immersive Virtual Environments (pdf)
Dong Hyun Jeong, Chang G. Song, Remco Chang, Larry Hodges
Virtual Reality (Springer)
Visual Analysis of Urban Change (pdf) (swf)
Thomas Butkiewicz, Remco Chang, Zachary Wartell, William Ribarsky
Journal of Computer Graphics Forum (Eurovis 2008)
talk at Eurovis (ppt)
Investigative Visual Analysis of Global Terrorism Database (pdf)
Xiaoyu Wang, Erin Miller, Kathleen Smarick, William Ribarsky, Remco Chang
Journal of Computer Graphics Forum (Eurovis 2008)
talk at Eurovis (ppt)
Scalable and Interactive Visual Analysis of Financial Wire Transactions for Fraud Detection (pdf)
Remco Chang, Alvin Lee, Mohammad Ghoniem, Robert Kosara, William Ribarsky, Jing Yang, Evan Suma, Caroline Ziemkiewicz, Daniel Kern, Agus Sudjianto
Journal of Information Visualization (IVS)
Legible Simplification of Textured Urban Models (pdf) (mp4)
Remco Chang, Thomas Butkiewicz, Caroline Ziemkiewicz, Zachary Wartell, Nancy Pollard, William Ribarsky
IEEE Computer Graphics and Applications (CG&A) Issue on Procedural Methods for Urban Modeling

Conference

An Alternative Definition and Model for Knowledge Visualization (pdf)
Dong Hyun Jeong, Remco Chang, William Ribarsky
IEEE Visualization 2008 Workshop on Knowledge Assisted Visualization.
Integrating Visual Analysis with Ontological Knowledge Structure (pdf)
Xiaoyu Wang, Wenwen Dou, Seok-won Lee, William Ribarsky, Remco Chang
IEEE Visualization 2008 Workshop on Knowledge Assisted Visualization.
Towards a New (Mapping of the) City: Interactive, Data Rich Modes of Urban Legibility Visual Analysis with Ontological Knowledge Structure (pdf)
Ginette Wessel, Remco Chang, Eric Sauda
ACADIA (Association for Computer Aided Design in Architecture) 2008.
Evaluating the Relationship Between User Interaction and Financial Visual Analysis (pdf) (avi)
Dong Hyun Jeong, Wenwen Dou, Felesia Stukes, William Ribarsky, Heather Richter Lipford, Remco Chang
IEEE Visual Analytics Science and Technology (VAST) 2008.
talk at VAST (ppt).
Visualizing GIS: Urban Form and Data Structure (pdf)
Ginette Wessel, Remco Chang, Eric Sauda
96th Annual Conference of Association of Collegiate Schools of Architecture (ACSA)
Alternative Computer-Based Urban Visualization Models (pdf)
Ginette Wessel, Remco Chang, Eric Sauda
Computer Aided Architectural Design in Asia (CAADRIA) 2008
Visual Analysis for Live LIDAR Battlefield Change Detection (pdf)
Tom Butkiewicz, Remco Chang, Zachary Wartell, William Ribarsky
SPIE Defense and Security Symposium 2008
Visualizing Uncertainty for Geographical Information in Global Terrorism Database (pdf)
Josh Jones, Remco Chang, Thomas Butkiewicz, William Ribarsky
SPIE Defense and Security Symposium 2008
Visual Analysis of Entity Relationships in Global Terrorism Database (pdf)
Alex Godwin, Remco Chang, Robert Kosara, William Ribarsky
SPIE Defense and Security Symposium 2008

Misc

Poster: Interactive Poster: Visual Data Mining of Unevenly-Spaced Event Sequences (pdf)
Alex Godwin, Remco Chang, Robert Kosara, William Ribarsky
IEEE Symposium on Visual Analytics 2008 Interactive Poster.
Best Poster Award
User-Centric Mapping (pdf)
Ginette Wessel, Remco Chang, Eric Sauda
SIGGRAPH 2008 Late Breaking Work
Poster: Global Terrorism Visualization (pdf)
Caroline Ziemkiewicz, Xiaoyu Wang, Alex Godwin, Wenwen Dou, Remco Chang, Robert Kosara, William Ribarsky
Student Poster Session at DHS University Network Summit

2007

Book Chapter

Visual Analysis of Urban Terrain Dynamics (pdf)
Thomas Butkiewicz, Remco Chang, William Ribarsky, and Zachary Wartell
Understanding Dynamics of Geographic Domains
ed: May Yuan, Kathleen S. Hornsby. CRC Press/Taylor and Francis. 2007

Journal

Legible Cities: Focus-Dependent Multi-Resolution Visualization of Urban Relationships (pdf) (mp4)
Remco Chang, Ginette Wessel, Robert Kosara, Eric Sauda, William Ribarsky
InfoVis 2007 (IEEE Transactions on Visualization and Computer Graphics)
Talk at InfoVis07 (ppt)
Featured on the backcover of TVCG (jpg)

Conference

WireVis: Visualization of Categorical, Time-Varying Data From Financial Transactions (pdf) (wmv)
Remco Chang, Mohammad Ghoniem, Robert Kosara, William Ribarsky, Jing Yang, Evan Suma, Caroline Ziemkiewicz, Daniel Kern, Agus Sudjianto
IEEE Visual Analytics Science and Technology (VAST) 2007.
Honorable Mention Best Paper
talk at VAST 07 (ppt)
Analyzing Sampled Terrain Volumetrically with Regard to Error and Geologic Variation (pdf)
Thomas Butkiewicz, Remco Chang, Zachary Wartell, William Ribarsky
SPIE Visualization and Data Analysis (VDA) 2007

2006

Misc

Hierarchical Simplification of City Models to Maintain Urban Legibility (pdf) (mp4)
Remco Chang, Thomas Butkiewicz, Caroline Ziemkiewicz, Zachary Wartell, Nancy Pollard, William Ribarsky
ACM SIGGRAPH 2006 Technical Sketch

2000

Misc

Volume Deformation Techniques (pdf)
Remco Chang
Master's Thesis. Brown University, 2000