Our Publications


We actively publish at premier conferences and journals in Visualization, Human Computer Interaction, Geographic Information Systems, Machine Learning, and Data Mining.



Lumos: Increasing Awareness of Analytic Behavior during Visual Data Analysis
Arpit Narechania, Adam Coscia, Emily Wall, Alex Endert
Visual Data Analysis Interaction Traces Analytic Provenance Awareness Human Bias
IEEE Trans. Vis. Comput. Graph. 2022
Left, Right, and Gender: Exploring Interaction Traces to Mitigate Human Biases
Emily Wall, Arpit Narechania, Adam Coscia, Jamal Paden, Alex Endert
Human Bias Bias Mitigation Decision Making Visual Data Analysis
IEEE Trans. Vis. Comput. Graph. 2022
NL4DV: A Toolkit for Generating Analytic Specifications for Data Visualization from Natural Language Queries.
Arpit Narechania, Arjun Srinivasan, John T. Stasko
IEEE Trans. Vis. Comput. Graph. 2021
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models.
Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla, Zhiyan Zhou, Duen Horng (Polo) Chau
arXiv 2021
SafetyLens: Visual Data Analysis of Functional Safety of Vehicles.
Arpit Narechania, Ahsan Qamar, Alex Endert
IEEE Trans. Vis. Comput. Graph. 2021
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization.
Austin P. Wright, Omar Shaikh, Haekyu Park, Will Epperson, Muhammed Ahmed, Stephane Pinel, Duen Horng (Polo) Chau, Diyi Yang
arXiv 2021
VAINE: Visualization and AI for Natural Experiments
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
Human-Centered Computing Visual Analytics Visual Analytic Tools Machine Learning Machine Learning Interpretability Natural Experiments Causality Analysis
IEEE VIS (Short Papers) 2021
MalNet: A Large-Scale Cybersecurity Image Database of Malicious Software.
Scott Freitas, Rahul Duggal, Duen Horng (Polo) Chau
arXiv 2021
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models.
Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng (Polo) Chau
arXiv 2021
Dodrio: Exploring Transformer Models with Interactive Visualization.
Zijie J. Wang, Robert Turko, Duen Horng (Polo) Chau
arXiv 2021
Data Animator: Authoring Expressive Animated Data Graphics.
John Thompson, Zhicheng Liu, John T. Stasko
Human-centered computing
CHI 2021
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs.
Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, Remco Chang
IEEE Trans. Vis. Comput. Graph. 2021
CACTUS: Detecting and Resolving Conflicts in Objective Functions.
Subhajit Das, Alex Endert
arXiv 2021
A Survey of Human-Centered Evaluations in Human-Centered Machine Learning
Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, Daniel Keim
Human-Centered Computing Machine Learning Machine Learning Interpretability
Computer Graphics Forum 2021
Putting the "I" in Interaction: Interactive Interfaces Personalized to Individuals.
John E. Wenskovitch, Michelle X. Zhou, Christopher Collins, Remco Chang, Michelle Dowling, Alex Endert, Kai Xu, Theresa-Marie Rhyne
Visual Analytics Data Visualization Semantics Adaptive Systems Memory Management Task Analysis
IEEE Computer Graphics and Applications 2020
Understanding the Design Space and Authoring Paradigms for Animated Data Graphics.
John Thompson, Zhicheng Liu, Wilmot Li, John T. Stasko
Empirical Studies In Visualization Humancentered Computing Visualization Theory Concepts And Paradigms
Comput. Graph. Forum 2020
Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics.
Adam Coscia, Duen Horng (Polo) Chau, Alex Endert
arXiv 2020
Touch? Speech? or Touch and Speech? Investigating Multimodal Interaction for Visual Network Exploration and Analysis.
Ayshwarya Saktheeswaran, Arjun Srinivasan, John T. Stasko
IEEE Trans. Vis. Comput. Graph. 2020
Spatial Social Network (SSN) Hot Spot Detection: Scan Methods for Non-Planar Networks.
Joshua Baker, Clio Andris, Daniel DellaPosta
arXiv 2020
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations.
Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng (Polo) Chau, Alex Endert, Daniel A. Keim
arXiv 2020
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild.
Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng (Polo) Chau, Jimeng Sun
WWW 2020
Reaching Broader Audiences With Data Visualization.
Bongshin Lee, Eun Kyoung Choe, Petra Isenberg, Kim Marriott, John T. Stasko, Theresa-Marie Rhyne
Software Tools Visualization Data Visualization Smart Phones Public Infrastructure
IEEE Computer Graphics and Applications 2020
QUESTO: Interactive Construction of Objective Functions for Classification Tasks.
Subhajit Das, Shenyu Xu, Michael Gleicher, Remco Chang, Alex Endert
Visual Analytics Computing Methodologies Mathematics Of Computing Interactive Objective Functions Machine Learning Task Model Construction And Selection Classification Humancentered Computing
Comput. Graph. Forum 2020
What are Data Insights to Professional Visualization Users?
Po-Ming Law, Alex Endert, John T. Stasko
IEEE VIS (Short Papers) 2020
Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning.
Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng (Polo) Chau
Deep Learning Visualization Adversarial Machine Learning Graph Analytics
CHI Extended Abstracts 2020
Mapping Researchers with PeopleMap.
Jon Saad-Falcon, Omar Shaikh, Zijie J. Wang, Austin P. Wright, Sasha Richardson, Duen Horng (Polo) Chau
arXiv 2020
Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction.
Bahador Saket, Samuel Huron, Charles Perin, Alex Endert
Visualization Instruments Data Visualization Bars Encoding Image Color Analysis Tools
IEEE Trans. Vis. Comput. Graph. 2020
Interweaving Multimodal Interaction with Flexible Unit Visualizations for Data Exploration.
Arjun Srinivasan, Bongshin Lee, John T. Stasko
arXiv 2020
Interpreting Deep Neural Networks through Prototype Factorization.
Subhajit Das, Panpan Xu, Zeng Dai, Alex Endert, Liu Ren
ICDM (Workshops) 2020
Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382).
Daniela Oelke, Daniel A. Keim, Duen Horng (Polo) Chau, Alex Endert
Dagstuhl Reports 2020
How to Ask What to Say?: Strategies for Evaluating Natural Language Interfaces for Data Visualization.
Arjun Srinivasan, John T. Stasko, Daniel F. Keefe, Melanie Tory
Visualization Data Visualization Measurement Task Analysis Tools Training Natural Languages
IEEE Computer Graphics and Applications 2020
GOGGLES: Automatic Image Labeling with Affinity Coding.
Nilaksh Das, Sanya Chaba, Renzhi Wu, Sakshi Gandhi, Duen Horng (Polo) Chau, Xu Chu
Learning Settings Learning Paradigms Cluster Analysis Computer Vision Mathematics Of Computing Computing Methodologies Computer Vision Representations Machine Learning Unsupervised Learning Probability And Statistics Artificial Intelligence Probabilistic Inference Problems
SIGMOD Conference 2020
Gaggle: Visual Analytics for Model Space Navigation.
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
Graphics Interface 2020
Examining the Ordering of Rhetorical Strategies in Persuasive Requests.
Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng (Polo) Chau, Diyi Yang
arXiv 2020
Evaluating Graph Vulnerability and Robustness using TIGER.
Scott Freitas, Duen Horng (Polo) Chau
arXiv 2020
EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos.
Haipeng Zeng, Xingbo Wang, Aoyu Wu, Yong Wang 0021, Quan Li, Alex Endert, Huamin Qu
Visual Analytics Videos Feature Extraction Emotion Recognition Coherence Face
IEEE Trans. Vis. Comput. Graph. 2020
ELF: An Early-Exiting Framework for Long-Tailed Classification.
Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng (Polo) Chau, Jimeng Sun
arXiv 2020
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks.
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
arXiv 2020
Critical Reflections on Visualization Authoring Systems.
Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John T. Stasko, John Thompson, Matthew Brehmer, Zhicheng Liu
Visualization Data Visualization Interactive Systems Libraries Programming Authoring Systems Grammar
IEEE Trans. Vis. Comput. Graph. 2020
CNN 101: Interactive Visual Learning for Convolutional Neural Networks.
Zijie J. Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng (Polo) Chau
Machine Learning Education Deep Learning Visualization Convolutional Neural Networks
CHI Extended Abstracts 2020
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization.
Zijie J. Wang, Robert Turko, Omar Shaikh, Haekyu Park, Nilaksh Das, Fred Hohman, Minsuk Kahng, Duen Horng (Polo) Chau
Machine Learning Education Deep Learning Visualization Convolutional Neural Networks
IEEE Trans. Vis. Comput. Graph. 2020
Characterizing Automated Data Insights.
Po-Ming Law, Alex Endert, John T. Stasko
IEEE VIS (Short Papers) 2020
Causal Perception in Question-Answering Systems.
Po-Ming Law, Leo Yu-Ho Lo, Alex Endert, John T. Stasko, Huamin Qu
arXiv 2020
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks.
Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng (Polo) Chau
Deep Learning Visualization Adversarial Machine Learning Graph Analytics
VIS 2020
AR-CF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems.
Dong-Kyu Chae, Jihoo Kim, Duen Horng (Polo) Chau, Sang-Wook Kim
SIGIR 2020
A Large-Scale Database for Graph Representation Learning.
Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng (Polo) Chau
arXiv 2020
A Comparative Analysis of Industry Human-AI Interaction Guidelines.
Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Duen Horng (Polo) Chau
arXiv 2020
Communicating with Interactive Articles.
Fred Hohman, Matthew Conlen, Jeffrey Heer, Duen Horng (Polo) Chau
Interactive Articles Data Storytelling Explorable Explanations
Distill 2020
A Provenance Task Abstraction Framework.
Christian Bors, John E. Wenskovitch, Michelle Dowling, Simon Attfield, Leilani Battle, Alex Endert, Olga Kulyk, Robert S. Laramee
Cognition Visualization Data Visualization History Analytical Models Task Analysis
IEEE Computer Graphics and Applications 2019
Toward a Design Space for Mitigating Cognitive Bias in Vis.
Emily Wall, John T. Stasko, Alex Endert
Cognitive Biases Cognition Visualization Cognitive Processes Data Visualization Data Analysis Bias Mitigation Strategies Design Space Behavioural Sciences Computing Task Analysis Visual Analytic Tools Decision Making Cognitive Heuristics Tools Training Data Visualisation
IEEE VIS (Short Papers) 2019
TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling.
Hannah Kim, Dongjin Choi, Barry L. Drake, Alex Endert, Haesun Park
Retrieved Subset Computational Modeling Simple Keyword Matching Search Visual Analytics Large-scale Document Retrieval Document Collections Topicsifter Data Analysis Document Handling Missed Relevant Documents Query Processing Irrelevant Documents Keyword Queries Interactive Search Space Reduction Data Visualisation Negative Feedback Relevance Feedback Targeted Topic Modeling Buildings Matrix Decomposition Search Problems
VAST 2019
The built environment and syrian refugee integration in Turkey: an analysis of mobile phone data.
Clio Andris, Brynne Godfrey, Carleen F. Maitland, Matthew McGee
GeoHumanities@SIGSPATIAL 2019
TexTonic: Interactive visualization for exploration and discovery of very large text collections.
Celeste Lyn Paul, Jessica Chang, Alex Endert, Nick Cramer, David Gillen, Shawn D. Hampton, Russ Burtner, Ralph Perko, Kristin A. Cook
Inf. Vis. 2019
Task-Based Effectiveness of Basic Visualizations.
Bahador Saket, Alex Endert
Visualization Correlation Data Visualization Bars Task Analysis Automobiles Motion Pictures
IEEE Trans. Vis. Comput. Graph. 2019
Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations.
Fred Hohman, Haekyu Park, Caleb Robinson, Duen Horng (Polo) Chau
Machine Learning Interpretability Deep Learning Visualization Activation Summarization
IEEE Trans. Vis. Comput. Graph. 2019
Place niche and its regional variability: Measuring spatial context patterns for points of interest with representation learning.
Xi Liu, Clio Andris, Sohrab Rahimi
Comput. Environ. Urban Syst. 2019
NeuralDivergence: Exploring and Understanding Neural Networks by Comparing Activation Distributions.
Haekyu Park, Fred Hohman, Duen Horng (Polo) Chau
Machine Learning Interpretability Deep Learning Visualization Activation Summarization
PacificVis 2019
Mixed Reality for Learning Programming.
Joonyoung Kim, Kristina Marotta, Jonathan Leo, Sudeep Agarwal, Siwei Li, Duen Horng (Polo) Chau
IDC 2019
Metrics for characterizing network structure and node importance in Spatial Social Networks.
Dipto Sarkar, Clio Andris, Colin A. Chapman, Raja R. Sengupta
Int. J. Geogr. Inf. Sci. 2019
Liger: Combining Interaction Paradigms for Visual Analysis.
Bahador Saket, Lei Jiang, Charles Perin, Alex Endert
arXiv 2019
Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Construction.
Bahador Saket, Alex Endert
Human Computer Interaction Visual Analytics Humancentered Computing
Comput. Graph. Forum 2019
Interactive Visualization for Interpretable Machine Learning ~ Beyond Visualization and Steering of the Parametric Space (NII Shonan Meeting 161).
Alex Endert, Jean-Daniel Fekete, Bongshin Lee, Shixia Liu
NII Shonan Meet. Rep. 2019
Inside 50, 000 living rooms: an assessment of global residential ornamentation using transfer learning.
Xi Liu, Clio Andris, Zixuan Huang, Sohrab Rahimi
EPJ Data Sci. 2019
Geospatial Privacy and Security.
Grant McKenzie, Carsten Ke, Clio Andris
J. Spatial Inf. Sci. 2019
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists.
Bahador Saket, Subhajit Das, Bum Chul Kwon, Alex Endert
arXiv 2019
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning.
Alex Cabrera, Will Epperson, Fred Hohman, Minsuk Kahng, Jamie Morgenstern, Duen Horng (Polo) Chau
Visual Analytics Machine Learning Fairness Subgroup Analysis
VAST 2019
Embedded Merge Split: Visual Adjustment of Data Grouping.
Ali Sarvghad, Bahador Saket, Alex Endert, Nadir Weibel
Visualization Data Visualization Synthetic Aperture Sonar Data Analysis Bars Tools Histograms
IEEE Trans. Vis. Comput. Graph. 2019
ElectroLens: Understanding Atomistic Simulations Through Spatially-resolved Visualization of High-dimensional Features.
Xiangyun Lei, Fred Hohman, Duen Horng (Polo) Chau, Andrew J. Medford
Visual Analytics 3D Visualization Visualization Application
VIS 2019
Discovery of Intersectional Bias in Machine Learning Using Automatic Subgroup Generation.
Alex Cabrera, Will Epperson, Fred Hohman, Minsuk Kahng, Jamie Morgenstern, Duen Horng (Polo) Chau
Visual Analytics Machine Learning Fairness Subgroup Analysis
DebugML @ ICML 2019
Demonstrational Interaction for Data Visualization.
Bahador Saket, Alex Endert, Theresa-Marie Rhyne
Visualization Data Visualization
IEEE Computer Graphics and Applications 2019
Broadening Intellectual Diversity in Visualization Research Papers.
Bongshin Lee, Kate Isaacs, Danielle Albers Szafir, G. Elisabeta Marai, Cagatay Turkay, Melanie Tory, Sheelagh Carpendale, Alex Endert, Theresa-Marie Rhyne
Cognition Visualization Data Visualization Analytical Models Task Analysis Lenses
IEEE Computer Graphics and Applications 2019
BEAMES: Interactive Multimodel Steering, Selection, and Inspection for Regression Tasks.
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
Visual Analytics Machine Learning Analytical Models Computational Modeling Task Analysis Inspection Data Models
IEEE Computer Graphics and Applications 2019
Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication.
Arjun Srinivasan, Steven Mark Drucker, Alex Endert, John T. Stasko
IEEE Trans. Vis. Comput. Graph. 2019
Atlas: Local Graph Exploration in a Global Context.
James Abello, Fred Hohman, Varun Bezzam, Duen Horng (Polo) Chau
Visual Graph Analytics Graph Algorithms Interactive Graph Decomposition
IUI 2019
A User-based Visual Analytics Workflow for Exploratory Model Analysis.
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 Model Development And Analysis Computing Methodologies Mathematics Of Computing Humancentered Computing Exploratory Data Analysis
Comput. Graph. Forum 2019
Understanding Law Enforcement Strategies and Needs for Combating Human Trafficking.
Julia Deeb-Swihart, Alex Endert, Amy S. Bruckman
Human-centered Computing Human Computer Interaction (hci)
CHI 2019
A Heuristic Approach to Value-Driven Evaluation of Visualizations.
Emily Wall, Meeshu Agnihotri, Laura E. Matzen, Kristin Divis, Michael Haass, Alex Endert, John T. Stasko
Visualization Data Visualization Usability Guidelines Task Analysis Benchmark Testing Tools
IEEE Trans. Vis. Comput. Graph. 2019
A Formative Study of Interactive Bias Metrics in Visual Analytics Using Anchoring Bias.
Emily Wall, Leslie M. Blaha, Celeste Lyn Paul, Alex Endert
Visual Analytics Cognitive Bias Anchoring Bias
INTERACT (2) 2019
VisWall: Visual Data Exploration Using Direct Combination on Large Touch Displays.
Mallika Agarwal, Arjun Srinivasan, John T. Stasko
Visualization Data Visualization Tiles Strips Motion Pictures Tools Histograms
IEEE VIS (Short Papers) 2019
Data Illustrator: Augmenting Vector Design Tools with Lazy Data Binding for Expressive Visualization Authoring.
Zhicheng Liu, John Thompson, Alan Wilson, Mira Dontcheva, James Delorey, Sam Grigg, Bernard Kerr, John T. Stasko
Human-centered Computing
CHI 2018
VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data.
Jaegul Choo, Hannah Kim, Edward Clarkson, Zhicheng Liu, Changhyun Lee, Fuxin Li, Hanseung Lee, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Haesun Park
ACM Trans. Knowl. Discov. Data 2018
VIGOR: Interactive Visual Exploration of Graph Query Results.
Robert Pienta, Fred Hohman, Alex Endert, Acar Tamersoy, Kevin A. Roundy, Christopher S. Gates, Shamkant B. Navathe, Duen Horng (Polo) Chau
Visual Analytics Interactive Graph Querying Graph Query Summarization
IEEE Trans. Vis. Comput. Graph. 2018
Understanding the interplay between bus, metro, and cab ridership dynamics in Shenzhen, China.
Mengxue Yue, Chaogui Kang, Clio Andris, Kun Qin, Yu Liu, Qingxiang Meng
Trans. GIS 2018
Touching Data: A Discoverability-based Evaluation of a Visualization Interface for Tablet Computers.
Ramik Sadana, Meeshu Agnihotri, John T. Stasko
arXiv 2018
Tangraphe: interactive exploration of network visualizations using single hand, multi-touch gestures.
John Thompson, Arjun Srinivasan, John T. Stasko
Interaction Techniques Visualization Visualization Techniques Graph Drawings Human-centered Computing Gestural Input Human Computer Interaction (hci)
AVI 2018
State of the Art of Sports Data Visualization.
Charles Perin, Romain Vuillemot, Charles D. Stolper, John T. Stasko, Jo Wood, Sheelagh Carpendale
Comput. Graph. Forum 2018
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression.
Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng (Polo) Chau
Adversarial Machine Learning JPEG Compression Deep Learning Computer Vision
KDD 2018
Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data Structure.
Alok Tripathy, Fred Hohman, Duen Horng (Polo) Chau, Oded Green
Graph Analytics Graph Decomposition Scalable Graph Algorithms
IEEE BigData 2018
Robust Physical Adversarial Attack on Faster R-CNN Object Detector.
Shang-Tse Chen, Cory Cornelius, Jason Martin, Duen Horng (Polo) Chau
arXiv 2018
Podium: Ranking Data Using Mixed-Initiative Visual Analytics.
Emily Wall, Subhajit Das, Ravish Chawla, Bharath Kalidindi, Eli T. Brown, Alex Endert
Support Vector Machines Visual Analytics Data Visualization Computational Modeling Prototypes Data Models
IEEE Trans. Vis. Comput. Graph. 2018
Orko: Facilitating Multimodal Interaction for Visual Exploration and Analysis of Networks.
Arjun Srinivasan, John T. Stasko
Visualization Data Visualization Speech Taxonomy Prototypes Natural Languages Mice
IEEE Trans. Vis. Comput. Graph. 2018
Multimodal interaction for data visualization.
Bongshin Lee, Arjun Srinivasan, John T. Stasko, Melanie Tory, Vidya Setlur
Visualization Human-centered Computing Human Computer Interaction (hci) Interaction Paradigms
AVI 2018
Interactive Classification for Deep Learning Interpretation.
Alex Cabrera, Fred Hohman, Jason Lin, Duen Horng (Polo) Chau
Machine Learning Interpretability Computer Vision
CVPR, Demo 2018
Graphiti: Interactive Specification of Attribute-Based Edges for Network Modeling and Visualization.
Arjun Srinivasan, Hyunwoo Park, Alex Endert, Rahul C. Basole
Data Visualization Computational Modeling Prototypes Joining Processes Image Color Analysis Data Models Tools
IEEE Trans. Vis. Comput. Graph. 2018
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation.
Minsuk Kahng, Nikhil Thorat, Duen Horng (Polo) Chau, Fernanda B. Vi, Martin Wattenberg
Tools Data Visualization Machine Learning Training Gallium Nitride Generative Adversarial Networks Generators
arXiv 2018
Fraud Detection Using Social Network Analysis: A Case Study.
Duen Horng (Polo) Chau, Christos Faloutsos
Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018
Four Perspectives on Human Bias in Visual Analytics.
Emily Wall, Leslie M. Blaha, Celeste Lyn Paul, Kristin A. Cook, Alex Endert
Cognitive Biases in Visualizations 2018
Evaluation of Visualization by Demonstration and Manual View Specification.
Bahador Saket, Alex Endert
arXiv 2018
Evaluating Interactive Graphical Encodings for Data Visualization.
Bahador Saket, Arjun Srinivasan, Eric D. Ragan, Alex Endert
Visualization Data Visualization Bars Encoding Computational Modeling Estimation
IEEE Trans. Vis. Comput. Graph. 2018
Visual Analytics for Automated Model Discovery.
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
arXiv 2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers.
Fred Hohman, Minsuk Kahng, Robert Pienta, Duen Horng (Polo) Chau
Deep Learning Visualization Neural Network Interpretability Survey Paper
IEEE Trans. Vis. Comput. Graph. 2018
Challenges for social flows.
Clio Andris, Xi Liu, Joseph Ferreira
Comput. Environ. Urban Syst. 2018
Approximate Query Matching for Graph-Based Holistic Image Retrieval.
Abhijit Suprem, Duen Horng (Polo) Chau, Calton Pu
BigData Congress 2018
ShapeShop: Towards Understanding Deep Learning Representations via Interactive Experimentation.
Fred Hohman, Nathan O. Hodas, Duen Horng (Polo) Chau
Machine Learning Visualization Model Exploration Interactive Machine Learning
CHI Extended Abstracts 2017
Visualizing Social Media Content with SentenTree.
Mengdie Hu, Krist Wongsuphasawat, John T. Stasko
Layout Visualization Tag Clouds Media Context Games Twitter
IEEE Trans. Vis. Comput. Graph. 2017
Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration.
Bahador Saket, Hannah Kim, Eli T. Brown, Alex Endert
Visualization Data Visualization Bars Spatial Databases Encoding Automobiles Image Color Analysis
IEEE Trans. Vis. Comput. Graph. 2017
Visual Graph Query Construction and Refinement.
Robert Pienta, Fred Hohman, Acar Tamersoy, Alex Endert, Shamkant B. Navathe, Hanghang Tong, Duen Horng (Polo) Chau
Graph Querying Interactive Querying Query Construction
SIGMOD Conference 2017
Vispubdata.org: A Metadata Collection About IEEE Visualization (VIS) Publications.
Petra Isenberg, Florian Heimerl, Steffen Koch, Tobias Isenberg, Panpan Xu, Charles D. Stolper, Michael Sedlmair, Jian Chen, Torsten M, John T. Stasko
Metadata Data Visualization Portable Document Format Libraries History Conferences Terminology
IEEE Trans. Vis. Comput. Graph. 2017
VisAR: Bringing Interactivity to Static Data Visualizations through Augmented Reality.
Taeheon Kim, Bahador Saket, Alex Endert, Blair MacIntyre
arXiv 2017
Using Yelp to Find Romance in the City: A Case of Restaurants in Four Cities.
Sohrab Rahimi, Clio Andris, Xi Liu
UrbanGIS@SIGSPATIAL 2017
TypoTweet Maps: Characterizing Urban Areas through Typographic Social Media Visualization.
Alex Godwin, Yongxin Wang, John T. Stasko
EuroVis (Short Papers) 2017
Toward Theoretical Techniques for Measuring the Use of Human Effort in Visual Analytic Systems.
R. Jordan Crouser, Lyndsey Franklin, Alex Endert, Kristin A. Cook
Animals Visualization Education Biological Cells Genomics Vegetation Bioinformatics
IEEE Trans. Vis. Comput. Graph. 2017
The State of the Art in Integrating Machine Learning into Visual Analytics.
Alex Endert, W. Ribarsky, Cagatay Turkay, B. L. William Wong, Ian T. Nabney, Ignacio D, Fabrice Rossi
Visualization Visual Analytics Humancentred Computing Data Mining Information Visualization
Comput. Graph. Forum 2017
The Impact of Streaming Data on Sensemaking with Mixed-Initiative Visual Analytics.
Nick Cramer, Grant Nakamura, Alex Endert
HCI (14) 2017
Supporting Team-First Visual Analytics through Group Activity Representations.
Sriram Karthik Badam, Zehua Zeng, Emily Wall, Alex Endert, Niklas Elmqvist
Graphics Interface 2017
Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics.
Emily Wall, Leslie M. Blaha, Lyndsey Franklin, Alex Endert
User Interactions Analytical Models Measurement Computational Modeling Visual Analytic Tools Interactive Visual Analytics Interaxis Human-in-the-loop Systems Bias Assessment Visual Analytics Domain Expertise Bias Measurement Cognitive Bias Data Analysis Human Computer Interaction Data Visualisation Cognition Sensemaking Capabilities Human Biases Decision Making
VAST 2017
Search Rank Fraud and Malware Detection in Google Play.
Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng (Polo) Chau
IEEE Trans. Knowl. Data Eng. 2017
Predicting Cyber Threats with Virtual Security Products.
Shang-Tse Chen, Yufei Han, Duen Horng (Polo) Chau, Christopher S. Gates, Michael Hart, Kevin A. Roundy
ACSAC 2017
Nodes, Paths, and Edges: Using Mental Maps to Augment Crime Data Analysis in Urban Spaces.
Alex Godwin, John T. Stasko
EuroVis (Short Papers) 2017
Natural Language Interfaces for Data Analysis with Visualization: Considering What Has and Could Be Asked.
Arjun Srinivasan, John T. Stasko
EuroVis (Short Papers) 2017
mHealth Visual Discovery Dashboard.
Dezhi Fang, Fred Hohman, Peter J. Polack Jr., Hillol Sarker, Minsuk Kahng, Moushumi Sharmin, Mustafa al'Absi, Duen Horng (Polo) Chau
Visual Analytics Health Informatics Time Series Data Motif Discovery
Ubicomp, Demo 2017
Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression.
Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Li Chen, Michael E. Kounavis, Duen Horng (Polo) Chau
Adversarial Machine Learning JPEG Compression Deep Learning Computer Vision
arXiv 2017
HotSketch: Drawing Police Patrol Routes among Spatiotemporal Crime Hotspots.
Alex Godwin, John T. Stasko
HICSS 2017
FACETS: Adaptive Local Exploration of Large Graphs.
Robert Pienta, Minsuk Kahng, Zhiyuan Lin, Jilles Vreeken, Partha P. Talukdar, James Abello, Ganesh Parameswaran, Duen Horng (Polo) Chau
SDM 2017
Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges and Opportunities.
Peter J. Polack Jr., Moushumi Sharmin, Kaya de Barbaro, Minsuk Kahng, Shang-Tse Chen, Duen Horng (Polo) Chau
Mobile Health - Sensors, Analytic Methods, and Applications 2017
Data and Task Based Effectiveness of Basic Visualizations.
Bahador Saket, Alex Endert
arXiv 2017
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings.
Bum Chul Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, Alex Endert
Visual Analytics Data Visualization Analytical Models Computational Modeling Automobiles Data Models Manifolds
IEEE Trans. Vis. Comput. Graph. 2017
A Viz of Ice and Fire: Exploring Entertainment Video Using Color and Dialogue.
Fred Hohman, Sandeep Soni, Ian Stewart, John Stasko
Video Analytics Data Storytelling
VIS4DH @ VIS 2017
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models.
Minsuk Kahng, Pierre Y. Andrews, Aditya Kalro, Duen Horng (Polo) Chau
arXiv 2017
Analysis of Smoking and Drinking Relapse in an Online Community.
Acar Tamersoy, Duen Horng (Polo) Chau, Munmun De Choudhury
DH 2017
What's Hot in Intelligent User Interfaces.
Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng (Polo) Chau, Per Ola Kristensson
AAAI 2016
VISAGE: Interactive Visual Graph Querying.
Robert Pienta, Acar Tamersoy, Alex Endert, Shamkant B. Navathe, Hanghang Tong, Duen Horng (Polo) Chau
AVI 2016
Redefining a Contribution for Immersive Visualization Research.
Ramik Sadana, Vidya Setlur, John T. Stasko
ISS Companion 2016
Node Immunization on Large Graphs: Theory and Algorithms.
Chen Chen 0022, Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng (Polo) Chau
IEEE Trans. Knowl. Data Eng. 2016
M3: Scaling Up Machine Learning via Memory Mapping.
Dezhi Fang, Duen Horng (Polo) Chau
Computing Methodologies Machine Learning Operating Systems Contextual Software Domains Memory Management Software And Its Engineering Software Organization And Properties Virtual Memory
SIGMOD Conference 2016
InterAxis: Steering Scatterplot Axes via Observation-Level Interaction.
Hannah Kim, Jaegul Choo, Haesun Park, Alex Endert
Visual Analytics Data Visualization Semantics Scalability Data Models Principal Component Analysis
IEEE Trans. Vis. Comput. Graph. 2016
Interactive visual co-cluster analysis of bipartite graphs.
Panpan Xu, Nan Cao, Huamin Qu, John T. Stasko
Correlation Visualization Data Visualization Algorithm Design And Analysis Bipartite Graph Measurement Clustering Algorithms
PacificVis 2016
Integrating social network data into GISystems.
Clio Andris
Int. J. Geogr. Inf. Sci. 2016
Hidden style in the city: an analysis of geolocated airbnb rental images in ten major cities.
Sohrab Rahimi, Xi Liu, Clio Andris
UrbanGIS@SIGSPATIAL 2016
Generating Graph Snapshots from Streaming Edge Data.
Sucheta Soundarajan, Acar Tamersoy, Elias B. Khalil, Tina Eliassi-Rad, Duen Horng (Polo) Chau, Brian Gallagher, Kevin A. Roundy
WWW (Companion Volume) 2016
Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta.
Michael A. Madaio, Shang-Tse Chen, Oliver L. Haimson, Wenwen Zhang, Xiang Cheng, Matthew Hinds-Aldrich, Duen Horng (Polo) Chau, Bistra Dilkina
Computing / Technology Policy Human-centered Computing Geographic Information Systems Commerce Policy Supervised Learning By Classification Data Cleaning Governmental Regulations Visualization Information Systems Supervised Learning Data Mining Learning Paradigms Spatial-temporal Systems Visualization Application Domains Computing Methodologies Machine Learning Social And Professional Topics Information Systems Applications Geographic Visualization
KDD 2016
FairPlay: Fraud and Malware Detection in Google Play.
Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng (Polo) Chau
SDM 2016
Expanding Selection for Information Visualization Systems on Tablet Devices.
Ramik Sadana, John T. Stasko
ISS 2016
Designing Multiple Coordinated Visualizations for Tablets.
Ramik Sadana, John T. Stasko
Computer Graphics
Comput. Graph. Forum 2016
Constraint based temporal event sequence mining for Glioblastoma survival prediction.
Kunal Malhotra, Shamkant B. Navathe, Duen Horng (Polo) Chau, Costas Hadjipanayis, Jimeng Sun
J. Biomed. Informatics 2016
Communication Efficient Distributed Agnostic Boosting.
Shang-Tse Chen, Maria-Florina Balcan, Duen Horng (Polo) Chau
AISTATS 2016
Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes.
Eric D. Ragan, Alex Endert, Jibonananda Sanyal, Jian Chen
IEEE Trans. Vis. Comput. Graph. 2016
Building a research data science platform from industrial machines.
Fang (Cherry) Liu, Fu Shen, Duen Horng (Polo) Chau, Neil Bright, Mehmet Belgin
IEEE BigData 2016
Beyond Usability and Performance: A Review of User Experience-focused Evaluations in Visualization.
Bahador Saket, Alex Endert, John T. Stasko
Human-centered Computing Human Computer Interaction (hci) Hci Design And Evaluation Methods
BELIV 2016
Adding Semantic Information into Data Models by Learning Domain Expertise from User Interaction.
Nathan Oken Hodas, Alex Endert
arXiv 2016
A Computational Model for Dyadic Relationships (Invited Paper).
Clio Andris
IRI 2016
Mixed-initiative visual analytics using task-driven recommendations.
Kristin A. Cook, Nick Cramer, David J. Israel, Michael Wolverton, Joe Bruce, Russ Burtner, Alex Endert
Semantic Interaction Analytic Discourse User Interactions Mixed-initiative Systems Analytical Models Myriad Analytic Models Active Data Environment Computational Modeling Visual Analytic Tools Visual Analytics Mixed-initiative Visual Analytics Discovery Tasks Analytic Process Design Guidelines Automated Activities Data Analysis Human Computer Interaction Sensemaking Tasks Task-driven Recommendations Iterative Sensemaking Data Visualisation Spatial Workspace Recommender Systems Interactive Visual Interfaces Task Recommendations Data Visualization Ade Prototype Visual Data Analysis Usability Task Model Analytic Sensemaking Data Models Human Activities Cognitive Actions
VAST 2015
Toward a Deeper Understanding of Data Analysis, Sensemaking, and Signature Discovery.
Sheriff Jolaoso, Russ Burtner, Alex Endert
Visual Analytics Sensemaking Data Analysis Signature Discovery Analytic Process
INTERACT (2) 2015
TimeStitch: Interactive multi-focus cohort discovery and comparison.
Peter J. Polack Jr., Shang-Tse Chen, Minsuk Kahng, Moushumi Sharmin, Duen Horng (Polo) Chau
Mobile Computing Abstinent Smoker Event-based Timeline Medical Computing Congestive Heart Failure Medical Services Mobile Communication Interactive Systems Interactive Multifocus Cohort Discovery Visualization Technique Timestitch Electronic Mail Health Care Healthcare Cloning Data Mining Data Visualisation Mobile Health Sensor Data Data Visualization Mortality Risk Heart Interactive Technique
VAST 2015
Spotting Suspicious Reviews via (Quasi-)clique Extraction.
Paras Jain, Shang-Tse Chen, Mozhgan Azimpourkivi, Duen Horng (Polo) Chau, Bogdan Carbunar
arXiv 2015
Semantic Interaction: Coupling Cognition and Computation through Usable Interactive Analytics.
Alex Endert, Remco Chang, Chris North, Michelle X. Zhou
Cognition Visual Analytics Semantics Analytical Models Computational Modeling Data Models
IEEE Computer Graphics and Applications 2015
Seeing the Forest through the Trees: Adaptive Local Exploration of Large Graphs.
Robert Pienta, Zhiyuan Lin, Minsuk Kahng, Jilles Vreeken, Partha P. Talukdar, James Abello, Ganesh Parameswaran, Duen Horng (Polo) Chau
arXiv 2015
Scalable graph exploration and visualization: Sensemaking challenges and opportunities.
Robert Pienta, James Abello, Minsuk Kahng, Duen Horng (Polo) Chau
BigComp 2015
Visual Analysis of Proximal Temporal Relationships of Social and Communicative Behaviors.
Yi Han, Agata Rozga, Nevena Dimitrova, Gregory D. Abowd, John T. Stasko
H.5.m.
Comput. Graph. Forum 2015
M-Flash: Fast Billion-scale Graph Computation Using Block Partition Model.
Hugo Gualdron, Robson L. F. Cordeiro, Jos, Duen Horng (Polo) Chau, Minsuk Kahng, U Kang
arXiv 2015
LBSN Data and the Social Butterfly Effect (Vision Paper).
Clio Andris
LBSN@SIGSPATIAL/GIS 2015
IUI-TextVis 2015: Fourth Workshop on Interactive Visual Text Analytics.
Jaegul Choo, Christopher Collins, Wenwen Dou, Alex Endert
Human-centered Computing Human Computer Interaction (hci)
IUI 2015
Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design.
Robert Pienta, Acar Tamersoy, Hanghang Tong, Alex Endert, Duen Horng (Polo) Chau
IUI Companion 2015
Identifying Successful Investors in the Startup Ecosystem.
Srishti Gupta, Robert Pienta, Acar Tamersoy, Duen Horng (Polo) Chau, Rahul C. Basole
WWW (Companion Volume) 2015
Exploring Institution-Based Mobility: Which Universities Attract Athletes from Distant and Diverse Locales?
Clio Andris, Zoe Andris
MDM (2) 2015
explICU: A web-based visualization and predictive modeling toolkit for mortality in intensive care patients.
Robert Chen, Vikas Kumar, Natalie Fitch, Jitesh Jagadish, Lifan Zhang, William Dunn, Duen Horng (Polo) Chau
EMBC 2015
Characterizing Smoking and Drinking Abstinence from Social Media.
Acar Tamersoy, Munmun De Choudhury, Duen Horng (Polo) Chau
HT 2015
Center of excellence for mobile sensor data-to-knowledge (MD2K).
Santosh Kumar, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, J. Gayle Beck, Duen Horng (Polo) Chau, Tyson Condie, David E. Conroy, Emre Ertin, Deborah Estrin, Deepak Ganesan, Cho Lam, Benjamin M. Marlin, Clay B. Marsh, Susan A. Murphy, Inbal Nahum-Shani, Kevin Patrick, James M. Rehg, Moushumi Sharmin, Vivek Shetty, Ida Sim, Bonnie Spring, Mani B. Srivastava, David W. Wetter
J. Am. Medical Informatics Assoc. 2015
A visual analytics approach to understanding care process variation and conformance.
Rahul C. Basole, Hyunwoo Park, Mayank Gupta, Mark L. Braunstein, Duen Horng (Polo) Chau, Michael Thompson
VAHC 2015
Value-driven evaluation of visualizations.
John T. Stasko
Human-centered Computing Human Computer Interaction (hci) Hci Design And Evaluation Methods
BELIV 2014
VisIRR: Visual analytics for information retrieval and recommendation with large-scale document data.
Jaegul Choo, Changhyun Lee, Hannah Kim, Hanseung Lee, Zhicheng Liu, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Barry L. Drake, Haesun Park
Alzheimer's Disease Support Vector Machines Visual Analytics Data Visualization Information Retrieval
IEEE VAST 2014
User-centered design guidelines for collaborative software for intelligence analysis.
Jean Scholtz, Alex Endert
CTS 2014
Towards scalable graph computation on mobile devices.
Yiqi Chen, Zhiyuan Lin, Robert Pienta, Minsuk Kahng, Duen Horng (Polo) Chau
IEEE BigData 2014
The human is the loop: new directions for visual analytics.
Alex Endert, Mahmud Shahriar Hossain, Naren Ramakrishnan, Chris North, Patrick Fiaux, Christopher Andrews
J. Intell. Inf. Syst. 2014
SharkFin: Spatio-temporal mining of software adoption and penetration.
Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos
Soc. Netw. Anal. Min. 2014
Semantic Interaction for Visual Analytics: Toward Coupling Cognition and Computation.
Alex Endert
Cognition Visual Analytics Data Visualization Semantics Human Computer Interaction Analytical Models Computational Modeling Data Models
IEEE Computer Graphics and Applications 2014
Reflections on the evolution of the Jigsaw visual analytics system.
Carsten G, Zhicheng Liu, John T. Stasko
Inf. Vis. 2014
Ploceus: Modeling, visualizing, and analyzing tabular data as networks.
Zhicheng Liu, Shamkant B. Navathe, John T. Stasko
Inf. Vis. 2014
OnSet: A Visualization Technique for Large-scale Binary Set Data.
Ramik Sadana, Timothy Major, Alistair D. M. Dove, John T. Stasko
Large-scale Systems Data Visualization Complexity Theory Image Color Analysis Nonhomogeneous Media
IEEE Trans. Vis. Comput. Graph. 2014
MAGE: Matching approximate patterns in richly-attributed graphs.
Robert Pienta, Acar Tamersoy, Hanghang Tong, Duen Horng (Polo) Chau
IEEE BigData 2014
Large-scale insider trading analysis: patterns and discoveries.
Acar Tamersoy, Elias B. Khalil, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng (Polo) Chau, Shamkant B. Navathe
Soc. Netw. Anal. Min. 2014
Guilt by association: large scale malware detection by mining file-relation graphs.
Acar Tamersoy, Kevin A. Roundy, Duen Horng (Polo) Chau
Information Systems Security And Privacy Information Systems Applications Systems Security Data Mining Operating Systems Security
KDD 2014
GLO-STIX: Graph-Level Operations for Specifying Techniques and Interactive eXploration.
Charles D. Stolper, Minsuk Kahng, Zhiyuan Lin, Florian Foerster, Aakash Goel, John T. Stasko, Duen Horng (Polo) Chau
Data Visualization Semantics Interactive Systems Aggregates Graph Theory
IEEE Trans. Vis. Comput. Graph. 2014
GLOs: graph-level operations for exploratory network visualization.
Charles D. Stolper, Florian Foerster, Minsuk Kahng, Zhiyuan Lin, Aakash Goel, John T. Stasko, Duen Horng (Polo) Chau
CHI Extended Abstracts 2014
Future directions of humans in Big Data Research: Summary of the 1
Celeste Lyn Paul, Chris Argenta, William C. Elm, Alex Endert
IEEE BigData 2014
Finding Waldo: Learning about Users from their Interactions.
Eli T. Brown, Alvitta Ottley, Helen Zhao, Quan Lin, Richard Souvenir, Alex Endert, Remco Chang
IEEE Trans. Vis. Comput. Graph. 2014
Exploring anomalies in GAStech: VAST 2014 Mini Challenge 1 and 2.
Jaegul Choo, Yi Han, Mengdie Hu, Hannah Kim, James Nugent, Francesco Poggi, Haesun Park, John T. Stasko
Visual Analytics Data Visualization Matlab Organizations Global Positioning System Electronic Mail
IEEE VAST 2014
Designing and implementing an interactive scatterplot visualization for a tablet computer.
Ramik Sadana, John T. Stasko
Human-centered Computing
AVI 2014
Characterizing the intelligence analysis process through a longitudinal field study: Implications for visual analytics.
Youn ah Kang, John T. Stasko
Inf. Vis. 2014
Big graph mining for the web and social media: algorithms, anomaly detection, and applications.
U Kang, Leman Akoglu, Duen Horng (Polo) Chau
WSDM 2014
7 key challenges for visualization in cyber network defense.
Daniel M. Best, Alex Endert, Daniel Kidwell
VizSEC 2014
Mining Connection Pathways for Marked Nodes in Large Graphs.
Leman Akoglu, Duen Horng (Polo) Chau, Christos Faloutsos, Nikolaj Tatti, Hanghang Tong, Jilles Vreeken
SDM 2013
Understanding Interfirm Relationships in Business Ecosystems with Interactive Visualization.
Rahul C. Basole, Trustin Clear, Mengdie Hu, Harshit Mehrotra, John T. Stasko
IEEE Trans. Vis. Comput. Graph. 2013
Typograph: Multiscale spatial exploration of text documents.
Alex Endert, Russ Burtner, Nick Cramer, Ralph Perko, Shawn D. Hampton, Kristin A. Cook
IEEE BigData 2013
Tasks for Multivariate Network Analysis.
Johannes Pretorius, Helen C. Purchase, John T. Stasko
Multivariate Network Visualization 2013
Support Vector Machine for Spatial Variation.
Clio Andris, David Cowen, Jason D. Wittenbach
Trans. GIS 2013
POWERWALL: int. workshop on interactive, ultra-high-resolution displays.
Chris Rooney, Alex Endert, Jean-Daniel Fekete, Kasper Hornb, Chris North
CHI Extended Abstracts 2013
MultiFacet: A Faceted Interface for Browsing Large Multimedia Collections.
Michael J. Henry, Shawn D. Hampton, Alex Endert, Ian Roberts, Deborah Payne
ISM 2013
Visual Analytics Support for Intelligence Analysis.
Carsten G, Youn ah Kang, Zhicheng Liu, John T. Stasko
Computer 2013
Large high resolution displays for co-located collaborative sensemaking: Display usage and territoriality.
Lauren Bradel, Alex Endert, Kristen Koch, Christopher Andrews, Chris North
Int. J. Hum. Comput. Stud. 2013
Inside insider trading: patterns discoveries from a large scale exploratory analysis.
Acar Tamersoy, Bo Xie, Stephen L. Lenkey, Bryan R. Routledge, Duen Horng (Polo) Chau, Shamkant B. Navathe
ASONAM 2013
How analysts cognitively "connect the dots".
Lauren Bradel, Jessica Zeitz Self, Alex Endert, Mahmud Shahriar Hossain, Chris North, Naren Ramakrishnan
ISI 2013
Detecting insider threats in a real corporate database of computer usage activity.
Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng (Polo) Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen
Information Systems Applications Data Mining Information Systems
KDD 2013
Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw.
Carsten G, Zhicheng Liu, Jaeyeon Kihm, Jaegul Choo, Haesun Park, John T. Stasko
Visualization Data Visualization Algorithm Design And Analysis Tag Clouds Text Analysis Measurement Computational Modeling
IEEE Trans. Vis. Comput. Graph. 2013
Bixplorer: Visual Analytics with Biclusters.
Patrick Fiaux, Maoyuan Sun, Lauren Bradel, Chris North, Naren Ramakrishnan, Alex Endert
Computer 2013
Beyond Control Panels: Direct Manipulation for Visual Analytics.
Alex Endert, Lauren Bradel, Chris North
Mathematical Model Visual Analytics Visualization Data Visualization Analytical Models Computational Modeling
IEEE Computer Graphics and Applications 2013
An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data.
Jaegul Choo, Hanseung Lee, Zhicheng Liu, John T. Stasko, Haesun Park
Visualization and Data Analysis 2013
TopicViz: interactive topic exploration in document collections.
Jacob Eisenstein, Duen Horng (Polo) Chau, Aniket Kittur, Eric P. Xing
CHI Extended Abstracts 2012
TourViz: interactive visualization of connection pathways in large graphs.
Duen Horng (Polo) Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos
Human-centered Computing Human Computer Interaction (hci) Information Retrieval Information Systems
KDD 2012
Visual Analytics for Converging-Business-Ecosystem Intelligence.
Rahul C. Basole, Mengdie Hu, Pritesh Patel, John T. Stasko
Ecosystems Data Visualization Interactive Systems Computational Intelligence Analytical Models Business
IEEE Computer Graphics and Applications 2012
The semantics of clustering: analysis of user-generated spatializations of text documents.
Alex Endert, Seth Fox, Dipayan Maiti, Scotland Leman, Chris North
Human-centered Computing
AVI 2012
The Physicality of Technological Devices in Education: Building a Digital Experience for Learning.
Sharon Lynn Chu Yew Yee, Francis K. H. Quek, Alex Endert, Haeyong Chung, Blake Sawyer
ICALT 2012
The Parallel Coordinates Matrix.
Julian Heinrich, John T. Stasko, Daniel Weiskopf
EuroVis (Short Papers) 2012
Supporting asynchronous collaboration in visual analytics systems.
Nathalie Henry Riche, Kori Inkpen, John T. Stasko, Tom Gross, Mary Czerwinski
Collaborative And Social Computing Collaborative And Social Computing Systems And Tools Human-centered Computing Asynchronous Editors
AVI 2012
SnapShot: Visualization to Propel Ice Hockey Analytics.
Hannah Pileggi, Charles D. Stolper, J. Michael Boyle, John T. Stasko
Data Visualization Human Computer Interaction Sports Equipment Games Knowledge Discovery
IEEE Trans. Vis. Comput. Graph. 2012
Semantic interaction for visual text analytics.
Alex Endert, Patrick Fiaux, Chris North
Human-centered Computing
CHI 2012
Semantic Interaction for Sensemaking: Inferring Analytical Reasoning for Model Steering.
Alex Endert, Patrick Fiaux, Chris North
Mathematical Model User Interfaces Visual Analytics Semantics Analytical Models
IEEE Trans. Vis. Comput. Graph. 2012
Pegasus: Mining billion-scale graphs in the cloud.
U Kang, Duen Horng (Polo) Chau, Christos Faloutsos
ICASSP 2012
OPAvion: mining and visualization in large graphs.
Leman Akoglu, Duen Horng (Polo) Chau, U Kang, Danai Koutra, Christos Faloutsos
Data Mining Information Systems Information Systems Applications
SIGMOD Conference 2012
iVisClustering: An Interactive Visual Document Clustering via Topic Modeling.
Hanseung Lee, Jaeyeon Kihm, Jaegul Choo, John T. Stasko, Haesun Park
H.1.2 H.2.8
Comput. Graph. Forum 2012
Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs.
Duen Horng (Polo) Chau, Leman Akoglu, Jilles Vreeken, Hanghang Tong, Christos Faloutsos
ASONAM 2012
Interaction junk: user interaction-based evaluation of visual analytic systems.
Alex Endert, Chris North
Human-centered Computing Human Computer Interaction (hci)
BELIV 2012
How spatial layout, interactivity, and persistent visibility affect learning with large displays.
Eric D. Ragan, Alex Endert, Doug A. Bowman, Francis K. H. Quek
Human-centered Computing Graphical User Interfaces Human Computer Interaction (hci) Interaction Paradigms
AVI 2012
Examining the Use of a Visual Analytics System for Sensemaking Tasks: Case Studies with Domain Experts.
Youn ah Kang, John T. Stasko
Market Research Visual Analytics Data Visualization Qualitative Analysis Electronic Mail
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.
Yong Cao, Reese Moore, Peng Mi, Alex Endert, Chris North, Randy C. Marchany
IEEE VAST 2012
Discovering Spatial Patterns in Origin-Destination Mobility Data.
Diansheng Guo, Xi Zhu, Hai Jin, Peng Gao, Clio Andris
Trans. GIS 2012
Designing large high-resolution display workspaces.
Alex Endert, Lauren Bradel, Jessica Zeitz, Christopher Andrews, Chris North
Human-centered Computing Human Computer Interaction (hci)
AVI 2012
Breaking news on twitter.
Mengdie Hu, Shixia Liu, Furu Wei, Yingcai Wu, John T. Stasko, Kwan-Liu Ma
Human-centered Computing
CHI 2012
Observation-level interaction with statistical models for visual analytics.
Alex Endert, Chao Han, Dipayan Maiti, Leanna House, Scotland Leman, Chris North
Layout Visual Analytics Data Visualization Analytical Models Data Models Principal Component Analysis
IEEE VAST 2011
Visual encodings that support physical navigation on large displays.
Alex Endert, Christopher Andrews, Yueh-Hua Lee, Chris North
Human-centered Computing
Graphics Interface 2011
Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms.
Danai Koutra, Tai-You Ke, U Kang, Duen Horng (Polo) Chau, Hsing-Kuo Kenneth Pao, Christos Faloutsos
ECML/PKDD (2) 2011
The effects of spatial layout and view control on cognitive processing.
Eric D. Ragan, Alex Endert, Doug A. Bowman, Francis K. H. Quek
CHI Extended Abstracts 2011
Supporting the cyber analytic process using visual history on large displays.
Ankit Singh, Lauren Bradel, Alex Endert, Robert Kincaid, Christopher Andrews, Chris North
VizSEC 2011
Predicting migration system dynamics with conditional and posterior probabilities.
Clio Andris, Samuel Halverson, Frank Hardisty
ICSDM 2011
Weighted Radial Variation for Node Feature Classification
Clio Andris
arXiv 2011
Network-based visual analysis of tabular data.
Zhicheng Liu, Shamkant B. Navathe, John T. Stasko
Visualization Data Visualization Semantics Organizations Relational Databases Aggregates Cities And Towns
IEEE VAST 2011
Mining large graphs: Algorithms, inference, and discoveries.
U Kang, Duen Horng (Polo) Chau, Christos Faloutsos
ICDE 2011
Large Scale Graph Mining and Inference for Malware Detection.
Duen Horng (Polo) Chau, Carey Nachenberg, Jeffrey Wilhelm, Adam Wright, Christos Faloutsos
SDM 2011
Jigsaw to save vastopolis.
Elizabeth Braunstein, Carsten G, Zhicheng Liu, John T. Stasko
Visualization Data Visualization Text Analysis Organizations Manuals Information Retrieval Electronic Mail
IEEE VAST 2011
Information visualization: State of the field and new research directions.
Andreas Kerren, Catherine Plaisant, John T. Stasko
Inf. Vis. 2011
Information visualization on large, high-resolution displays: Issues, challenges, and opportunities.
Christopher Andrews, Alex Endert, Beth Yost, Chris North
Inf. Vis. 2011
How Can Visual Analytics Assist Investigative Analysis? Design Implications from an Evaluation.
Youn ah Kang, Carsten G, John T. Stasko
Visual Analytics Data Visualization Data Analysis Control Systems Computational Intelligence Availability Analytical Models Computational Modeling Performance Analysis Information Analysis
IEEE Trans. Vis. Comput. Graph. 2011
Graph Analytics-Lessons Learned and Challenges Ahead.
Pak Chung Wong, Chaomei Chen, Carsten G, Ben Shneiderman, John T. Stasko, Jim Thomas
Visual Analytics Data Visualization Power Grids Green Products Tools Data Mining
IEEE Computer Graphics and Applications 2011
Exploring Complex Mobile Life through Lightweight Visualizations.
Tanyoung Kim, Jan Blom, John T. Stasko
EuroVA@EuroVis 2011
Evaluating video visualizations of human behavior.
Mario Romero, Alice Vialard, John Peponis, John T. Stasko, Gregory D. Abowd
CHI 2011
Analytic provenance: process+interaction+insight.
Chris North, Remco Chang, Alex Endert, Wenwen Dou, Richard May, Bill Pike, Glenn A. Fink
CHI Extended Abstracts 2011
Characterizing the intelligence analysis process: Informing visual analytics design through a longitudinal field study.
Youn ah Kang, John T. Stasko
Information Services Visual Analytics Electronic Publishing Collaboration Analytical Models Internet Artificial Intelligence
IEEE VAST 2011
ChairMouse: leveraging natural chair rotation for cursor navigation on large, high-resolution displays.
Alex Endert, Patrick Fiaux, Haeyong Chung, Michael Stewart, Christopher Andrews, Chris North
CHI Extended Abstracts 2011
Apolo: making sense of large network data by combining rich user interaction and machine learning.
Duen Horng (Polo) Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos
Network Services Network Monitoring Computing Methodologies Machine Learning Human-centered Computing Human Computer Interaction (hci) Networks
CHI 2011
Apolo: interactive large graph sensemaking by combining machine learning and visualization.
Duen Horng (Polo) Chau, Aniket Kittur, Jason I. Hong, Christos Faloutsos
Evaluation Of Retrieval Results Relevance Assessment Human-centered Computing Information Systems Human Computer Interaction (hci) Information Retrieval
KDD 2011
Co-located Collaborative Sensemaking on a Large High-Resolution Display with Multiple Input Devices.
Katherine Vogt, Lauren Bradel, Christopher Andrews, Chris North, Alex Endert, Duke Hutchings
Visual Analytics Sensemaking Co-located Large High-resolution Display Cscw
INTERACT (2) 2011
Visualization and Language Processing for Supporting Analysis across the Biomedical Literature.
Carsten G, Hannah J. Tipney, Karin Verspoor, William A. Baumgartner Jr., K. Bretonnel Cohen, John T. Stasko, Lawrence Hunter
KES (4) 2010
Uncovering cabdrivers' behavior patterns from their digital traces.
Liang Liu, Clio Andris, Carlo Ratti
Comput. Environ. Urban Syst. 2010
Towards efficient collaboration in cyber security.
Peter Hui, Joe Bruce, Glenn A. Fink, Michelle L. Gregory, Daniel M. Best, Liam McGrath, Alex Endert
CTS 2010
Space to think: large high-resolution displays for sensemaking.
Christopher Andrews, Alex Endert, Chris North
Human-centered Computing
CHI 2010
On the Vulnerability of Large Graphs.
Hanghang Tong, B. Aditya Prakash, Charalampos E. Tsourakakis, Tina Eliassi-Rad, Christos Faloutsos, Duen Horng (Polo) Chau
Eigenvalues And Eigenfunctions Correlation Robustness Scalability Computer Networks Immune System Approximation Methods
ICDM 2010
Ocean of information: fusing aggregate individual dynamics for metropolitan analysis.
Mauro Martino, Francesco Calabrese, Giusy Di Lorenzo, Clio Andris, Liu Liang, Carlo Ratti
Human-centered Computing
IUI 2010
Mental Models, Visual Reasoning and Interaction in Information Visualization: A Top-down Perspective.
Zhicheng Liu, John T. Stasko
Cognition Visualization Cognitive Science Data Visualization Humans Computational Modeling Brain Modeling
IEEE Trans. Vis. Comput. Graph. 2010
GeneTracer: Gene sequence analysis of disease mutations VAST 2010 mini challenge 3 award: Excellent process explanation.
Hanseung Lee, Jaegul Choo, Carsten G, Jaeeun Shim, Jaeyeon Kihm, Zhicheng Liu, Haesun Park, John T. Stasko
IEEE VAST 2010
Data ingestion and evidence marshalling in Jigsaw VAST 2010 Mini Challenge 1 award: Good support for data ingest.
Zhicheng Liu, Carsten G, Jaeyeon Kihm, Hanseung Lee, Jaegul Choo, Haesun Park, John T. Stasko
Visual Analytics Data Visualization Xml Fixtures Social Networking (online)
IEEE VAST 2010
Controlling information display in larger pixel spaces: a study of window snipping by multiple-monitor users.
Dugald Ralph Hutchings, John T. Stasko
ACM Southeast Regional Conference 2010
10241 Executive Summary - Information Visualization.
Andreas Kerren, Catherine Plaisant, John T. Stasko
Visualization Data Visualization Collaboration Display Technologies Human-computer Interaction Information Visualization
Information Visualization 2010
10241 Abstracts Collection - Information Visualization.
Andreas Kerren, Catherine Plaisant, John T. Stasko
Visualization Data Visualization Collaboration Display Technologies Human-computer Interaction Information Visualization
Information Visualization 2010
Computational Explanations for Report Generation in Intelligence Analysis.
Ashok K. Goel, Emile L. Morse, Anita Raja, Jean Scholtz, John T. Stasko
ExaCt 2009
VAST contest dataset use in education.
Mark A. Whiting, Chris North, Alex Endert, Jean Scholtz, Jereme Haack, Carrie Varley, Jim Thomas
Visual Analytics Data Visualization Computer Science Education Government Educational Technology Laboratories Application Software Educational Institutions Information Analysis Computer Science
IEEE VAST 2009
The science of interaction.
William A. Pike, John T. Stasko, Remco Chang, Theresa A. O'Connell
Inf. Vis. 2009
The conference room as a toolbox: technological and social routines in corporate meeting spaces.
Christopher Plaue, John T. Stasko, Mark Baloga
CT 2009
SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections.
Duen Horng (Polo) Chau, Aniket Kittur, Christos Faloutsos, Jason I. Hong
CHI Extended Abstracts 2009
SellTrend: Inter-Attribute Visual Analysis of Temporal Transaction Data.
Zhicheng Liu, John T. Stasko, Timothy Sullivan
Companies Logistics Information Analysis Data Visualization Data Analysis Books Time Series Analysis Failure Analysis Feedback Cities And Towns
IEEE Trans. Vis. Comput. Graph. 2009
Professional analysts using a large, high-resolution display.
Alex Endert, Christopher Andrews, Glenn A. Fink, Chris North
Visual Analytics Data Visualization Data Analysis Information Systems Liquid Crystal Displays Large Screen Displays Performance Analysis Information Analysis
IEEE VAST 2009
Presence placement: exploring the benefits of multiple shared displays on an intellective sensemaking task.
Christopher Plaue, John T. Stasko
GROUP 2009
How interactive visualization can assist investigative analysis: Views and perspectives from domain experts.
John T. Stasko, Sarah Cohen, Lawrence Hunter, Joe Parry
Visual Analytics Software Systems Data Visualization Text Analysis Genomics Information Systems Collaboration Military Computing Information Analysis Bioinformatics
IEEE VAST 2009
Evaluating visual analytics systems for investigative analysis: Deriving design principles from a case study.
Youn ah Kang, Carsten G, John T. Stasko
Collaborative Tools Visual Analytics Data Visualization Data Analysis Control Systems Guidelines Performance Analysis Information Analysis Electronic Mail Collaborative Work
IEEE VAST 2009
Visualizing cyber security: Usable workspaces.
Glenn A. Fink, Christopher L. North, Alex Endert, Stuart Rose
VizSEC 2009
A visual analytics system for radio frequency fingerprinting-based localization.
Yi Han, Erich P. Stuntebeck, John T. Stasko, Gregory D. Abowd
Signal Generators Visual Analytics Satellite Broadcasting Fingerprint Recognition Debugging Radio Frequency Global Positioning System Receivers Electronic Mail Rf Signals
IEEE VAST 2009
What to do when search fails: finding information by association.
Duen Horng (Polo) Chau, Brad A. Myers, Andrew Faulring
Computing Methodologies Interaction Paradigms Human-centered Computing Information Systems Computer Graphics Graphics Input Devices Human Computer Interaction (hci) Information Retrieval Graphics Systems And Interfaces Interaction Devices
CHI 2008
Viz-A-Vis: Toward Visualizing Video through Computer Vision.
Mario Romero, Jay Summet, John T. Stasko, Gregory D. Abowd
Visualization Computer Vision
IEEE Trans. Vis. Comput. Graph. 2008
Visualization for information exploration and analysis.
John T. Stasko
VL/HCC 2008
Visualization for information exploration and analysis: keynote presentation.
John T. Stasko
SOFTVIS 2008
Understanding and characterizing insights: how do people gain insights using information visualization?
Ji Soo Yi, Youn ah Kang, John T. Stasko, Julie A. Jacko
Human-centered Computing Human Computer Interaction (hci) Hci Design And Evaluation Methods
BELIV 2008
The Value of Information Visualization.
Jean-Daniel Fekete, Jarke J. van Wijk, John T. Stasko, Chris North
Preattentive Processing Perceptual Chunk Information Visualization Exploratory Data Analysis Perceptual Inference
Information Visualization 2008
Teaching Information Visualization.
Andreas Kerren, John T. Stasko, Jason Dykes
Georgia Tech Graph Drawing Interaction Technique Visualization Technique Information Visualization
Information Visualization 2008
Lightweight task/application performance using single versus multiple monitors: a comparative study.
Youn ah Kang, John T. Stasko
Graphics Interface 2008
GRAPHITE: A Visual Query System for Large Graphs.
Duen Horng (Polo) Chau, Christos Faloutsos, Hanghang Tong, Jason I. Hong, Brian Gallagher, Tina Eliassi-Rad
ICDM Workshops 2008
Evaluating Visual Analytics at the 2007 VAST Symposium Contest.
Catherine Plaisant, Georges G. Grinstein, Jean Scholtz, Mark A. Whiting, Theresa A. O'Connell, Sharon J. Laskowski, Lynn Chien, Annie Tat, William Wright, Carsten G, Zhicheng Liu, Neel Parekh, Kanupriyah Singhal, John T. Stasko
Information Services Visual Analytics Data Visualization Data Analysis Web Sites Laboratories Nist Internet Radio Access Networks Data Mining
IEEE Computer Graphics and Applications 2008
Effectiveness of Animation in Trend Visualization.
George G. Robertson, Roland Fernandez, Danyel Fisher, Bongshin Lee, John T. Stasko
Data Visualization Data Analysis Displays Animation Dictionaries
IEEE Trans. Vis. Comput. Graph. 2008
Distributed Cognition as a Theoretical Framework for Information Visualization.
Zhicheng Liu, Nancy J. Nersessian, John T. Stasko
Cognition Cognitive Science Data Visualization Testing Humans Buildings Distributed Computing Guidelines Performance Evaluation Electronic Mail
IEEE Trans. Vis. Comput. Graph. 2008
Netprobe: a fast and scalable system for fraud detection in online auction networks.
Shashank Pandit, Duen Horng (Polo) Chau, Samuel Wang, Christos Faloutsos
WWW 2007
Toward a Deeper Understanding of the Role of Interaction in Information Visualization.
Ji Soo Yi, Youn ah Kang, John T. Stasko, Julie A. Jacko
Computer Displays Visual Analytics Data Visualization Taxonomy Filters Rendering (computer Graphics) Human Computer Interaction Conference Proceedings Computer Graphics Research And Development
IEEE Trans. Vis. Comput. Graph. 2007
Parallel crawling for online social networks.
Duen Horng (Polo) Chau, Shashank Pandit, Samuel Wang, Christos Faloutsos
WWW 2007
Visual Analytics with Jigsaw.
Carsten G, Zhicheng Liu, Neel Parekh, Kanupriya Singhal, John T. Stasko
Visual Analytics Visualization Calendars Usability Information Systems Displays Information Analysis Yarn Data Mining Electronic Mail
IEEE VAST 2007
Jigsaw: Supporting Investigative Analysis through Interactive Visualization.
John T. Stasko, Carsten G, Zhicheng Liu, Kanupriya Singhal
Visual Analytics Algorithm Design And Analysis Data Visualization Information Systems Yarn Costs Performance Analysis Information Analysis Embedded Computing Electronic Mail
IEEE VAST 2007
Jigsaw meets Blue Iguanodon - The VAST 2007 Contest.
Carsten G, Zhicheng Liu, Neel Parekh, Kanupriyah Singhal, John T. Stasko
Visual Analytics Gas Insulated Transmission Lines Visualization Filters Information Systems Usa Councils Radio Access Networks Java Information Analysis Yarn
IEEE VAST 2007
Eyes on the road, hands on the wheel: thumb-based interaction techniques for input on steering wheels.
Iv, Jacob O. Wobbrock, Duen Horng (Polo) Chau, Andrew Faulring, Brad A. Myers
Human-centered Computing Touch Screens Human Computer Interaction (hci) Interaction Devices
Graphics Interface 2007
Demonstrating the viability of automatically generated user interfaces.
Jeffrey Nichols, Duen Horng (Polo) Chau, Brad A. Myers
Interaction Paradigms Human-centered Computing Development Frameworks And Environments Software Notations And Tools Software And Its Engineering Graphical User Interfaces Human Computer Interaction (hci) Integrated And Visual Development Environments
CHI 2007
DataMeadow: A Visual Canvas for Analysis of Large-Scale Multivariate Data.
Niklas Elmqvist, John T. Stasko, Philippas Tsigas
Large-scale Systems Visual Analytics Data Visualization Bars Protocols History Mice Filtering Feedback Multidimensional Systems
IEEE VAST 2007
Casual Information Visualization: Depictions of Data in Everyday Life.
Zachary Pousman, John T. Stasko, Michael Mateas
Focusing Cognition Vocabulary Refining Data Visualization Testing Finance Information Analysis Government Technology Management
IEEE Trans. Vis. Comput. Graph. 2007
Animation in a peripheral display: distraction, appeal, and information conveyance in varying display configurations.
Christopher Plaue, John T. Stasko
Human-centered Computing Human Computer Interaction (hci)
Graphics Interface 2007
An alternative to push, press, and tap-tap-tap: gesturing on an isometric joystick for mobile phone text entry.
Jacob O. Wobbrock, Duen Horng (Polo) Chau, Brad A. Myers
Human-centered Computing Touch Screens Human Computer Interaction (hci) Interaction Devices
CHI 2007
Detecting Fraudulent Personalities in Networks of Online Auctioneers.
Duen Horng (Polo) Chau, Shashank Pandit, Christos Faloutsos
PKDD 2006
In-stroke word completion.
Jacob O. Wobbrock, Brad A. Myers, Duen Horng (Polo) Chau
Human-centered Computing Touch Screens Human Computer Interaction (hci) Interaction Devices
UIST 2006
Huddle: automatically generating interfaces for systems of multiple connected appliances.
Jeffrey Nichols, Brandon Rothrock, Duen Horng (Polo) Chau, Brad A. Myers
Human-centered Computing Graphical User Interfaces Human Computer Interaction (hci) Interaction Paradigms
UIST 2006
Integrating isometric joysticks into mobile phones for text entry.
Duen Horng (Polo) Chau, Jacob O. Wobbrock, Brad A. Myers, Brandon Rothrock
CHI Extended Abstracts 2006
Answering why and why not questions in user interfaces.
Brad A. Myers, David A. Weitzman, Amy J. Ko, Duen Horng (Polo) Chau
Human-centered Computing Development Frameworks And Environments Software Development Process Management Software Notations And Tools Software And Its Engineering Human Computer Interaction (hci) Software Creation And Management Designing Software Software Implementation Planning Software Design Techniques
CHI 2006
A Linguistic Analysis of How People Describe Software Problems.
Amy J. Ko, Brad A. Myers, Duen Horng (Polo) Chau
VL/HCC 2006
Dust Magnet: multivariate information visualization using a magnet metaphor.
Ji Soo Yi, Rachel Melton, John T. Stasko, Julie A. Jacko
Inf. Vis. 2005
Knowledge Precepts for Design and Evaluation of Information Visualizations.
Robert A. Amar, John T. Stasko
Risk Management Data Visualization Data Analysis Humans Scattering Decision Making Displays Uncertainty Information Filtering
IEEE Trans. Vis. Comput. Graph. 2005
IDS RainStorm: Visualizing IDS Alarms.
Kulsoom Abdullah, Christopher P. Lee, Gregory J. Conti, John A. Copeland, John T. Stasko
VizSEC 2005
Low-Level Components of Analytic Activity in Information Visualization.
Robert A. Amar, James Eagan, John T. Stasko
INFOVIS 2005
Gammatella: Visualization of Program-Execution Data for Deployed Software.
Alessandro Orso, James A. Jones, Mary Jean Harrold, John T. Stasko
ICSE 2004
Is a Picture Worth a Thousand Words? An Evaluation of Information Awareness Displays.
Christopher Plaue, Todd Miller, John T. Stasko
Graphics Interface 2004
Personalized Peripheral Information Awareness Through Information Art.
John T. Stasko, Todd Miller, Zachary Pousman, Christopher Plaue, Osman Ullah
Visual Continuity News Headline Design Interview Background Image Visual Element
UbiComp 2004
BEST PAPER: A Knowledge Task-Based Framework for Design and Evaluation of Information Visualizations.
Robert A. Amar, John T. Stasko
INFOVIS 2004
FundExplorer: Supporting the Diversification of Mutual Fund Portfolios Using Context Treemaps.
Christoph Csallner, Marcus Handte, Othmar Lehmann, John T. Stasko
INFOVIS 2003
Visualization of test information to assist fault localization.
James A. Jones, Mary Jean Harrold, John T. Stasko
ICSE 2002
Focus+Context Display and Navigation Techniques for Enhancing Radial, Space-Filling Hierarchy Visualizations.
John T. Stasko, Eugene Zhang
INFOVIS 2000
An evaluation of space-filling information visualizations for depicting hierarchical structures.
John T. Stasko, Richard Catrambone, Mark Guzdial, Kevin McDonald
Int. J. Hum. Comput. Stud. 2000
The information mural: a technique for displaying and navigating large information spaces.
Dean F. Jerding, John T. Stasko
INFOVIS 1995