Visualizing Intelligent Tutor Interactions for Responsive Pedagogy
Grace Guo,
Aishwarya Mudgal Sunil Kumar,
Adit Gupta,
Adam Coscia,
Chris MacLellan,
Alex Endert
Visual analytics
Online Learning
Intelligent Tutors
ACM AVI 2024
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
Zijie J. Wang,
David Munechika,
Seongmin Lee,
Duen Horng Chau
ACM CHI (LBW) 2024
ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance
Arpit Narechania,
Kaustubh Odak,
Mennatallah El-Assady,
Alex Endert
JavaScript library
UI Controls
Analytic Provenance
Visualization
IEEE VIS 2024
Generating Analytic Specifications for Data Visualization from Natural Language Queries using Large Language Models
Subham Sah,
Rishab Mitra,
Arpit Narechania,
Alex Endert,
John Stasko,
Wenwen Dou
Prompt
Large Language Model
Natural Language Interface
Visualization
IEEE VIS (NLVIZ Workshop) 2024
Evaluating how interactive visualizations can assist in finding samples where and how computer vision models make mistakes
Hayeong Song,
Gonzalo Ramos,
Peter Bodik
IEEE PacificVis 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
Grace Guo,
Lifu Deng,
Animesh Tandon,
Alex Endert,
Bum Chul Kwon
Healthcare
Explainable AI
Machine Learning
Computational Notebooks
ACM FAccT 2024
KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts
Adam Coscia,
Alex Endert
Visual analytics
Large language models
Prompting
Interpretability
Machine learning
IEEE TVCG 2024
iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries
Adam Coscia,
Langdon Holmes,
Wesley Morris,
Joon Suh Choi,
Scott Crossley,
Alex Endert
Data visualization
Visual analytics
Large language models
Explainable AI
Educational technology
ACM IUI 2024
Preliminary Guidelines For Combining Data Integration and Visual Data Analysis
Adam Coscia,
Ashley Suh,
Remco Chang,
Alex Endert
Visual analytics
Data integration
User interface design
Integration strategies
Analytical behaviors
IEEE TVCG 2024
Evaluating Navigation and Comparison Performance of Computational Notebooks on Desktop and in Virtual Reality
Sungwon In,
Eric Krokos,
Kirsten Whitley,
Chris North,
Yalong Yang
ACM CHI 2024
What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships
Grace Guo,
John Stasko,
Alex Endert
ACM AVI 2024
DeepSee: Multidimensional Visualizations of Seabed Ecosystems
Adam Coscia,
Haley M Sapers,
Noah Deutsch,
Malika Khurana,
John S Magyar,
Sergio A Parra,
Daniel R Utter,
Rebecca L Wipfler,
David W Caress,
Eric J Martin,
Jennifer B Paduan,
Maggie Hendrie,
Santiago Lombeyda,
Hillary Mushkin,
Alex Endert,
Scott Davidoff,
Victoria J Orphan
Data visualization
Deep ocean research
Design study
Scientific visualization
Visual analytics
ACM CHI 2024
BiasBuzz: Combining Visual Guidance with Haptic Feedback to Increase Awareness of Analytic Behavior during Visual Data Analysis
Jamal R Paden,
Arpit Narechania,
Alex Endert
ACM CHI (LBW) 2024
ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning in Mobile Augmented Reality
Pratham Darrpan Mehta,
Harsha Karanth,
Haoyang Yang,
Timothy C Slesnick,
Fawwaz Shaw,
Duen Horng Chau
ACM CHI (LBW) 2024
Vistrust: a Multidimensional Framework and Empirical Study of Trust in Data Visualizations
Hamza Elhamdadi,
Adam Stefkovics,
Johanna Beyer,
Eric Moerth,
Hanspeter Pfister,
Cindy Xiong Bearfield,
Carolina Nobre
Trust
visualization
science
framework
IEEE VIS 2023
VisGrader – Automatic Grading of D3 Visualizations
Matthew Hull,
Vivan Pednekar,
Hannah Murray,
Nimisha Roy,
Emmanuel Tung,
Susanta Routray,
Connor Guerin,
Justin Chen,
Zijie J. Wang,
Seongmin Lee,
Mahdi Roozbahani,
Duen Horng (Polo) Chau
Automatic grading
D3 visualization
large class
Selenium
Gradescope grading platform
IEEE VIS 2023
TrafficBoard: Digital Spatio-Temporal Pinboard for Human Trafficking Detection
Catalina Vajiac,
Duen Horng (Polo) Chau,
Andreas Olligschlaeger,
Pratheeksha Nair,
Meng-Chieh Lee,
Mirela Teixeira Cazzolato,
Reihaneh Rabbany,
Cara Jones Marinus,
Christos Faloutsos
Spatio-temporal visualization
IEEE VIS (Poster) 2023
Resiliency: A Consensus Data Binning Method
Arpit Narechania,
Alex Endert,
Clio Andris
Data Binning
Data Classification
Choropleth Maps
Geovisualization
Geographic Information Systems
Geographic Information Science
Cartography
GIScience 2023
Reasoning Affordances with Tables and Bar Charts
Cindy Xiong Bearfield,
Elsie Lee-Robbins,
Icy Zhang,
Aimen Gaba,
Steven L Franconeri
Data visualization
Tabular displays
Empirical evaluation
Reasoning
IEEE VIS 2023
My Model is Unfair, Do People Even Care? Visual Design Affects Trust and Perceived Bias in Machine Learning
Aimen Gaba,
Zhanna Kaufman,
Jason Cheung,
Marie Shvakel,
Kyle Wm Hall,
Yuriy Brun,
Cindy Xiong Bearfield
machine learning
fairness
bias
trust
visual design
gender
human-subjects studies
IEEE VIS 2023
More Than Data Stories: Broadening the Role of Visualization in Contemporary Journalism
Yu Fu,
John Stasko
Data-driven Storytelling
Data Journalism
IEEE TVCG 2023
ManimML: Communicating Machine Learning Architectures with Animation
Alec Helbling,
Duen Horng (Polo) Chau
IEEE VIS (Best Poster) 2023
Experts prefer text but videos help novices: an analysis of the utility of multi-media content
Hayeong Song,
Jennifer Healey,
Alex Siu,
Curtis Wigington,
John Stasko
multi-media
document intelligence
customization
ACM CHI (LBW) 2023
Understanding and Measuring the Effects of Graphical Dimensions on Viewers’ Perceived Chart Credibility
Hayeong Song,
John Stasko
Human-centered computing
Information Visualization
IEEE PacificVis 2023
Understanding People’s Needs in Viewing Diverse Social Opinions about Controversial Topics
Hayeong Song,
Zhengyang Qi,
Diyi Yang,
John Stasko
Discourse analysis
Human-centered computing
IEEE PacificVis 2023
Towards an Understanding of Distributed Asymmetric Collaborative Visualization on Problem-solving
Wai Tong,
Meng Xia,
Kam Kwai Wong,
Doug A. Bowman,
Ting-Chuen Pong,
Huamin Qu,
Yalong Yang
Human-centered computing
Visualization techniques
Collaborative and social computing
IEEE VR 2023
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Seongmin Lee,
Benjamin Hoover,
Hendrik Strobelt,
Zijie J. Wang,
ShengYun Peng,
Austin Wright,
Kevin Li,
Haekyu Park,
Haoyang Yang-,
Duen Horng (Polo) Chau
IEEE VIS (Poster) 2023
DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation
Arpit Narechania,
Fan Du,
Atanu R. Sinha,
Ryan A. Rossi,
Jane Hoffswell,
Shunan Guo,
Eunyee Koh,
Shamkant B. Navathe,
Alex Endert
Data Quality
Data Usage
Subset Selection
Data Preparation
Visualization
Visual Data Analysis
Design Study
ACM CHI 2023
DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information
Arpit Narechania,
Surya Chakraborty,
Shivam Agarwal,
Atanu R. Sinha,
Ryan A. Rossi,
Fan Du,
Jane Hoffswell,
Shunan Guo,
Eunyee Koh,
Alex Endert,
Shamkant B. Navathe
Data Quality
Data Usage
Data Lake
Monitoring
Navigation
Visualization
Toolkit
IEEE MLBD (IEEE BigData) 2023
Causalvis: Visualizations for Causal Inference
Grace Guo,
Ehud Karavani,
Alex Endert,
Bum Chul Kwon
Causal Inference
Causality Analysis
Computational Notebooks
Human-Centered Computing
Visual Analytics
Visual Analytic Tools
ACM CHI 2023
RL-LABEL: A Deep Reinforcement Learning Approach Intended for AR Label Placement in Dynamic Scenarios
Zhutian Chen,
Daniele Chiappalupi,
Tica Lin,
Yalong Yang,
Johanna Beyer,
Hanspeter Pfister
Augmented Reality
Reinforcement Learning
Label Placement
Dynamic Scenarios
IEEE VIS 2023
Polarizing Political Polls: Visualization Design Choices Can Shape Public Opinion and Increase Political Polarization
Eli Holder,
Cindy Xiong Bearfield
Political Polarization
Public Opinion
Social Categorization
Survey Data
Social Influence
Attitude Change
IEEE VIS 2023
HoopInSight: Analyzing and Comparing Basketball Shooting Performance Through Visualization
Yu Fu,
John Stasko
Sports Visualization
Comparison Visualization
IEEE VIS 2023
From Invisible to Visible: Impacts of Metadata in Communicative Data Visualization
Alyxander Burns,
Christiana Lee,
Thai On,
Cindy Xiong Bearfield,
Evan Peck,
Narges Mahyar
visualization
metadata
understanding
transparency
trust
IEEE VIS 2023
Visualization Design Practices in a Crisis: Behind the Scenes with COVID-19 Dashboard Creators
Yixuan Zhang,
Joseph D Gaggiano,
Yifan Sun,
Neha Kumar,
Clio Andris,
Andrea G Parker
Design practices
Data visualization
COVID-19
Qualitative research
General public
Public health
Crisis
Dashboard
IEEE TVCG 2022
Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases
David Munechika,
Zijie J. Wang,
Jack Reidy,
Josh Rubin,
Krishna Gade,
Krishnaram Kenthapadi,
Duen Horng Chau
Human-centered computing
Visualization
IEEE VIS (Short Papers) 2022
TRAFFICVIS: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking
Catalina Vajiac,
Duen Horng Chau,
Andreas Olligschlaeger,
Rebecca Mackenzie,
Pratheeksha Nair,
Meng-Chieh Lee,
Yifei Li,
Namyong Park,
Reihaneh Rabbany,
Christos Faloutsos
Human trafficking
Labeling
Visualization
Infoshield
IEEE TVCG 2022
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization
Zijie J. Wang,
Chudi Zhong,
Rui Xin,
Takuya Takagi,
Zhi Chen,
Duen Horng Chau,
Cynthia Rudin,
Margo Seltzer
Human-centered computing
Visual Analytics
IEEE VIS (Short Papers) 2022
Supporting the Contact Tracing Process with Wifi Location Data: Opportunities and Challenges
Kaely Hall,
Dong Whi Yoo,
Wenrui Zhang,
Mehrab Bin Morshed,
Vedant Das Swain,
Gregory D Abowd,
Munmun De Choudhury,
Alex Endert,
John Stasko,
Jennifer G Kim
ACM CHI 2022
Supporting Data-Driven Basketball Journalism through Interactive Visualization
Yu Fu,
John Stasko
ACM CHI 2022
StickyLand: Breaking the Linear Presentation of Computational Notebooks
Zijie J. Wang,
Katie Dai,
W. Keith Edwards
Human-centered computing
Computational notebooks
ACM CHI (LBW) 2022
NOVA: A Practical Method for Creating Notebook-Ready Visual Analytics
Zijie J. Wang,
David Munechika,
Seongmin Lee,
Duen Horng Chau
Human-centered computing
Visual Analytics
Computational notebooks
IEEE VIS (Poster) 2022
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
Zijie J. Wang,
Alex Kale,
Harsha Nori,
Peter Stella,
Mark Nunnally,
Duen Horng Chau,
Mihaela Vorvoreanu,
Jennifer Wortman Vaughan,
Rich Caruana
Human-centered computing
Visual Analytics
Interpretability
KDD 2022
Facilitating Conversational Interaction in Natural Language Interfaces for Visualization
Rishab Mitra,
Arpit Narechania,
Alex Endert,
John Stasko
Conversational Interaction
Visualization Toolkits
Natural Language Interfaces
IEEE VIS (Short Papers) 2022
Explaining Website Reliability by Visualizing Hyperlink Connectivity
Seongmin Lee,
Sadia Afroz,
Haekyu Park,
Zijie J. Wang,
Omar Shaikh,
Vibhor Sehgal,
Ankit Peshin,
Duen Horng Chau
Human-centered computing
Visualization Toolkits
IEEE VIS (Short Papers) 2022
Evaluating Cardiovascular Surgical Planning in Mobile Augmented Reality
Haoyang Yang,
Pratham Darrpan Mehta,
Jonathan Leo,
Zhiyan Zhou,
Anish Upadhayay,
Timothy C. Slesnick,
Fawwaz Shaw,
Amanda Randles,
Megan Dass,
Duen Horng Chau
Human-centered computing
Visual Analytics
IEEE VIS (Poster) 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
Zijie J. Wang,
Evan Montoya,
David Munechika,
Haoyang Yang,
Benjamin Hoover,
Duen Horng Chau
Generative Models
Dataset
arXiv 2022
Argo Scholar: Interactive Visual Exploration of Literature in Browser
Kevin Li,
Haoyang Yang,
Anish Upadhayay,
Zhiyan Zhou,
Jon Saad-Falcon,
Duen Horng Chau
Human-centered computing
Visual Analytics
IEEE VIS (Poster) 2022
Understanding the Effects of Visualizing Missing Values on Visual Data Exploration
Hayeong Song,
Yu Fu,
Bahador Saket,
John Stasko
Empiriacal evaluation
Missing data;
IEEE VIS 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
VAINE: Visualization and AI for Natural Experiments
Grace Guo,
Maria Glenski,
ZhuanYi Shaw,
Emily Saldanha,
Alex Endert,
Svitlana Volkova,
Dustin Arendt
Natural Experiments
Causality Analysis
JupyterLab
Human-Centered Computing
Visual Analytics
Visual Analytic Tools
Machine Learning
Machine Learning Interpretability
IEEE VIS (Short Papers) 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
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 TVCG 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
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 TVCG 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
ACM 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 TVCG 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
CACTUS: Detecting and Resolving Conflicts in Objective Functions.
Subhajit Das,
Alex Endert
arXiv 2021
What are Data Insights to Professional Visualization Users?
Po-Ming Law,
Alex Endert,
John T. Stasko
IEEE VIS (Short Papers) 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
Computer Graphics Forum 2020
Evaluating the Effects of Visualizing Missing Values on Data Exploration
Hayeong Song,
Bahador Saket,
John Stasko
Uncertainty Visualization
Decision Making
Incomplete Dataset
IEEE TVCG 2020
Touch? Speech? or Touch and Speech? Investigating Multimodal Interaction for Visual Network Exploration and Analysis.
Ayshwarya Saktheeswaran,
Arjun Srinivasan,
John T. Stasko
IEEE TVCG 2020
Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics.
Adam Coscia,
Duen Horng (Polo) Chau,
Alex Endert
arXiv 2020
Spatial Social Network (SSN) Hot Spot Detection: Scan Methods for Non-Planar Networks.
Joshua Baker,
Clio Andris,
Daniel DellaPosta
arXiv 2020
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
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
SafetyLens: Visual Data Analysis of Functional Safety of Vehicles.
Arpit Narechania,
Ahsan Qamar,
Alex Endert
IEEE TVCG 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
Computer Graphics Forum 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 TVCG 2020
NL4DV: A Toolkit for Generating Analytic Specifications for Data Visualization from Natural Language Queries.
Arpit Narechania,
Arjun Srinivasan,
John T. Stasko
Natural Language Interfaces
Visualization Toolkits
IEEE TVCG 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
ACM CHI (LBW) 2020
Mapping Researchers with PeopleMap.
Jon Saad-Falcon,
Omar Shaikh,
Zijie J. Wang,
Austin P. Wright,
Sasha Richardson,
Duen Horng (Polo) Chau
arXiv 2020
Interpreting Deep Neural Networks through Prototype Factorization.
Subhajit Das,
Panpan Xu,
Zeng Dai,
Alex Endert,
Liu Ren
ICDM (Workshops) 2020
Interweaving Multimodal Interaction with Flexible Unit Visualizations for Data Exploration.
Arjun Srinivasan,
Bongshin Lee,
John T. Stasko
arXiv 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
Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382).
Daniela Oelke,
Daniel A. Keim,
Duen Horng (Polo) Chau,
Alex Endert
Dagstuhl Reports 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
Communicating with Interactive Articles.
Fred Hohman,
Matthew Conlen,
Jeffrey Heer,
Duen Horng (Polo) Chau
Interactive Articles
Data Storytelling
Explorable Explanations
Distill 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 TVCG 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 TVCG 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
ACM CHI (LBW) 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 TVCG 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
IEEE 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
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
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)
ACM CHI 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 TVCG 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 TVCG 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
IEEE 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
Computer Graphics 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 TVCG 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
IEEE 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 TVCG 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
ACM 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
Computer Graphics Forum 2019
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
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 TVCG 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
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 TVCG 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
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 TVCG 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
Computer Graphics 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 TVCG 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 TVCG 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 TVCG 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 TVCG 2018
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
ACM CHI 2018
Where’s My Data? Evaluating Visualizations with Missing Data
Hayeong Song,
Danielle Albers Szafir
Information Visualization
Graphical Perception
Time Series Data
IEEE VIS 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
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
Visualizing Social Media Content with SentenTree.
Mengdie Hu,
Krist Wongsuphasawat,
John T. Stasko
Layout
Visualization
Tag Clouds
Media
Context
Games
Twitter
IEEE TVCG 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 TVCG 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 TVCG 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 TVCG 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
Computer Graphics 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
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
ACM CHI (LBW) 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 TVCG 2017
Analysis of Smoking and Drinking Relapse in an Online Community.
Acar Tamersoy,
Duen Horng (Polo) Chau,
Munmun De Choudhury
DH 2017
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models.
Minsuk Kahng,
Pierre Y. Andrews,
Aditya Kalro,
Duen Horng (Polo) Chau
arXiv 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
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 TVCG 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
IEEE 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 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 TVCG 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
Visual Analysis of Proximal Temporal Relationships of Social and Communicative Behaviors.
Yi Han,
Agata Rozga,
Nevena Dimitrova,
Gregory D. Abowd,
John T. Stasko
Computer Graphics Forum 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
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
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)
ACM 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
ACM 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
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
Value-driven evaluation of visualizations.
John T. Stasko
Human-centered Computing
Human Computer Interaction (hci)
Hci Design And Evaluation Methods
BELIV 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 TVCG 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 TVCG 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
ACM CHI (LBW) 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 TVCG 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
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
Visual Analytics Support for Intelligence Analysis.
Carsten G,
Youn ah Kang,
Zhicheng Liu,
John T. Stasko
Computer 2013
Understanding Interfirm Relationships in Business Ecosystems with Interactive Visualization.
Rahul C. Basole,
Trustin Clear,
Mengdie Hu,
Harshit Mehrotra,
John T. Stasko
IEEE TVCG 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
ACM CHI (LBW) 2013
MultiFacet: A Faceted Interface for Browsing Large Multimedia Collections.
Michael J. Henry,
Shawn D. Hampton,
Alex Endert,
Ian Roberts,
Deborah Payne
ISM 2013
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
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 TVCG 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
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
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
TopicViz: interactive topic exploration in document collections.
Jacob Eisenstein,
Duen Horng (Polo) Chau,
Aniket Kittur,
Eric P. Xing
ACM CHI (LBW) 2012
The semantics of clustering: analysis of user-generated spatializations of text documents.
Alex Endert,
Seth Fox,
Dipayan Maiti,
Scotland Leman,
Chris North
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 TVCG 2012
Semantic interaction for visual text analytics.
Alex Endert,
Patrick Fiaux,
Chris North
ACM 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 TVCG 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
Computer Graphics 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 TVCG 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
ACM CHI 2012
Weighted Radial Variation for Node Feature Classification
Clio Andris
arXiv 2011
Visual encodings that support physical navigation on large displays.
Alex Endert,
Christopher Andrews,
Yueh-Hua Lee,
Chris North
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
ACM CHI (LBW) 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
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
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 TVCG 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
ACM CHI 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
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
ACM CHI (LBW) 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
ACM 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
Analytic provenance: process+interaction+insight.
Chris North,
Remco Chang,
Alex Endert,
Wenwen Dou,
Richard May,
Bill Pike,
Glenn A. Fink
ACM CHI (LBW) 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
ACM 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
ACM 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 TVCG 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
Visualizing cyber security: Usable workspaces.
Glenn A. Fink,
Christopher L. North,
Alex Endert,
Stuart Rose
VizSEC 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
ACM CHI (LBW) 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 TVCG 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
Computational Explanations for Report Generation in Intelligence Analysis.
Ashok K. Goel,
Emile L. Morse,
Anita Raja,
Jean Scholtz,
John T. Stasko
ExaCt 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
ACM 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 TVCG 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 TVCG 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 TVCG 2008
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
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 TVCG 2007
Parallel crawling for online social networks.
Duen Horng (Polo) Chau,
Shashank Pandit,
Samuel Wang,
Christos Faloutsos
WWW 2007
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
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
ACM 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 TVCG 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
ACM CHI 2007
Integrating isometric joysticks into mobile phones for text entry.
Duen Horng (Polo) Chau,
Jacob O. Wobbrock,
Brad A. Myers,
Brandon Rothrock
ACM CHI (LBW) 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
ACM 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
ACM UIST 2006
Detecting Fraudulent Personalities in Networks of Online Auctioneers.
Duen Horng (Polo) Chau,
Shashank Pandit,
Christos Faloutsos
PKDD 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
ACM CHI 2006
A Linguistic Analysis of How People Describe Software Problems.
Amy J. Ko,
Brad A. Myers,
Duen Horng (Polo) Chau
VL/HCC 2006
Low-Level Components of Analytic Activity in Information Visualization.
Robert A. Amar,
James Eagan,
John T. Stasko
INFOVIS 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 TVCG 2005
IDS RainStorm: Visualizing IDS Alarms.
Kulsoom Abdullah,
Christopher P. Lee,
Gregory J. Conti,
John A. Copeland,
John T. Stasko
VizSEC 2005
Dust Magnet: multivariate information visualization using a magnet metaphor.
Ji Soo Yi,
Rachel Melton,
John T. Stasko,
Julie A. Jacko
Inf. Vis. 2005
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
Is a Picture Worth a Thousand Words? An Evaluation of Information Awareness Displays.
Christopher Plaue,
Todd Miller,
John T. Stasko
Graphics Interface 2004
Gammatella: Visualization of Program-Execution Data for Deployed Software.
Alessandro Orso,
James A. Jones,
Mary Jean Harrold,
John T. Stasko
ICSE 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
Atlanta, GA 30308, USA.