David Gotz

According to our database, David Gotz authored at least 89 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An empirical study of counterfactual visualization to support visual causal inference.

Arran Zeyu Wang, David Borland, David Gotz

Inf. Vis., 2024

Using Counterfactuals to Improve Causal Inferences From Visualizations.

David Borland, Arran Zeyu Wang, David Gotz

IEEE Computer Graphics and Applications, 2024

2023

Human-Computer Collaboration for Visual Analytics: an Agent-based Framework.

Shayan Monadjemi, Mengtian Guo, David Gotz, Roman Garnett, Alvitta Ottley

Comput. Graph. Forum, June, 2023

Electronic Health Record Use and Perceptions among Urologic Surgeons.

Hung-Jui Tan, Arlene E. Chung, David Gotz, Allison Deal, Hillary M. Heiling, Randall Teal, Maihan Vu, William D. Meeks, Raymond Fang, Antonia Bennett, Matthew E. Nielsen, Ethan Basch

Appl. Clin. Inform., March, 2023

A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms.

Zhilan Zhou, Wenyuan Wang, Mengtian Guo, Yue Wang, David Gotz

IEEE Trans. Vis. Comput. Graph., 2023

GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search.

Mengtian Guo, Zhilan Zhou, David Gotz, Yue Wang

ACM Trans. Interact. Intell. Syst., 2023

How Does Imperfect Automatic Indexing Affect Semantic Search Performance?

Mengtian Guo, David Gotz, Yue Wang

CoRR, 2023

GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search.

Mengtian Guo, Zhilan Zhou, David Gotz, Yue Wang

CoRR, 2023

Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations.

Rui Sheng, Leni Yang, Haotian Li, Yan Luo, Ziyang Xu, Zhilan Zhou, David Gotz, Huamin Qu

Proceedings of the Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

How Does Imperfect Automatic Indexing Affect Semantic Search Performance?

Mengtian Guo, David Gotz, Yue Wang

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

Improving Visualization Interpretation Using Counterfactuals.

Smiti Kaul, David Borland, Nan Cao, David Gotz

IEEE Trans. Vis. Comput. Graph., 2022

Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison.

Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao

IEEE Trans. Vis. Comput. Graph., 2022

Survey on Visual Analysis of Event Sequence Data.

Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao

IEEE Trans. Vis. Comput. Graph., 2022

A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms.

Zhilan Zhou, Wenyuan Wang, Mengtian Guo, Yue Wang, David Gotz

CoRR, 2022

2021

Visual Causality Analysis of Event Sequence Data.

Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao

IEEE Trans. Vis. Comput. Graph., 2021

Selection-Bias-Corrected Visualization via Dynamic Reweighting.

David Borland, Jonathan Zhang, Smiti Kaul, David Gotz

IEEE Trans. Vis. Comput. Graph., 2021

Local, Interactive, and Actionable: a Pandemic Behavioral Nudge.

Alex Rich, Cameron Yick, David Gotz

CoRR, 2021

AutoClips: An Automatic Approach to Video Generation from Data Facts.

D. Shi, F. Sun, X. Xu, Xingyu Lan, David Gotz, Nan Cao

Comput. Graph. Forum, 2021

Enabling Longitudinal Exploratory Analysis of Clinical COVID Data.

David Borland, Irena Brain, Karamarie Fecho, Emily R. Pfaff, Hao Xu, James Champion, Chris Bizon, David Gotz

Proceedings of the IEEE Workshop on Visual Analytics in Healthcare, 2021

Modeling and Leveraging Analytic Focus During Exploratory Visual Analysis.

Zhilan Zhou, Ximing Wen, Yue Wang, David Gotz

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

Urologist use and perceptions of the EHR: Perspectives from a Surgical Specialty.

Hung-Jui Tan, Arlene E. Chung, David Gotz, Antonia Bennett, Allison Deal, Matthew E. Nielsen, Ethan M. Basch

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation.

David Gotz, Jonathan Zhang, Wenyuan Wang, Joshua Shrestha, David Borland

IEEE Trans. Vis. Comput. Graph., 2020

Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data.

David Borland, Wenyuan Wang, Jonathan Zhang, Joshua Shrestha, David Gotz

IEEE Trans. Vis. Comput. Graph., 2020

A rapidly deployed, interactive, online visualization system to support fatality management during the coronavirus disease 2019 (COVID-19) pandemic.

Smiti Kaul, Cameron Coleman, David Gotz

J. Am. Medical Informatics Assoc., 2020

CarePre: An Intelligent Clinical Decision Assistance System.

Zhuochen Jin, Shuyuan Cui, Shunan Guo, David Gotz, Jimeng Sun, Nan Cao

ACM Trans. Comput. Heal., 2020

Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support.

Hung-Jui Tan, Allison Deal, Antonia Bennett, Susan Blalock, Arlene E. Chung, David Gotz, Matthew E. Nielsen, Dan Reuland, Alex Sox-Harris, Ethan M. Basch

Proceedings of the AMIA 2020, 2020

Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses.

David Gotz, Jonathan Zhang, Smiti Kaul, Georgiy Bobashev, David Borland

Proceedings of the AMIA 2020, 2020

2019

Visual Progression Analysis of Event Sequence Data.

Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao

IEEE Trans. Vis. Comput. Graph., 2019

ACM TIST Special Issue on Visual Analytics.

Nan Cao, Steffen Koch, David Gotz, Yingcai Wu

ACM Trans. Intell. Syst. Technol., 2019

Evaluating visual analytics for health informatics applications: a systematic review from the American Medical Informatics Association Visual Analytics Working Group Task Force on Evaluation.

Danny T. Y. Wu, Annie T. Chen, John D. Manning, Gal Levy-Fix, Uba Backonja, David Borland, Jesus J. Caban, Dawn W. Dowding, Harry Hochheiser, Vadim Kagan, Swaminathan Kandaswamy, Manish Kumar, Alexis Nunez, Eric C. Pan, David Gotz

J. Am. Medical Informatics Assoc., 2019

Visualization model validation via inline replication.

David Gotz, Wenyuan Wang, Annie T. Chen, David Borland

Inf. Vis., 2019

Bootstrapping estimates of stability for clusters, observations and model selection.

Han Yu, Brian E. Chapman, Arianna Di Florio, Ellen Eischen, David Gotz, Mathews Jacob, Rachael Hageman Blair

Comput. Stat., 2019

Periphery Plots for Contextualizing Heterogeneous Time-Based Charts.

Bryce Morrow, Trevor Manz, Arlene E. Chung, Nils Gehlenborg, David Gotz

Proceedings of the 30th IEEE Visualization Conference, 2019

Dynamic Hierarchical Aggregation, Selection Bias Tracking, and Detailed Subset Comparison for High-Dimensional Event Sequence Data.

Jonathan Zhang, David Borland, Wenyuan Wang, Joshua Shrestha, David Gotz

Proceedings of the 2019 IEEE Workshop on Visual Analytics in Healthcare, 2019

Visual Anomaly Detection in Event Sequence Data.

Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data.

Tim Coleman, Lucas Mentch, Kimberly Glass, David Gotz, Nils Gehlenborg, Arlene E. Chung

Proceedings of the AMIA 2019, 2019

Precision VISSTA: Bring-Your-Own-Device (BYOD) mHealth Data for Precision Health.

Arlene E. Chung, Kimberly Glass, Jacob Leisey-Bartsch, Lucas Mentch, Nils Gehlenborg, David Gotz

Proceedings of the AMIA 2019, 2019

2018

RCLens: Interactive Rare Category Exploration and Identification.

Hanfei Lin, Siyuan Gao, David Gotz, Fan Du, Jingrui He, Nan Cao

IEEE Trans. Vis. Comput. Graph., 2018

EventThread: Visual Summarization and Stage Analysis of Event Sequence Data.

Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao

IEEE Trans. Vis. Comput. Graph., 2018

Visual Analytics: Towards Effective Human-Machine Intelligence (NII Shonan Meeting 2018-2).

Yingcai Wu, Nan Cao, Steffen Koch, David Gotz

NII Shonan Meet. Rep., 2018

Z-Glyph: Visualizing outliers in multivariate data.

Nan Cao, Yu-Ru Lin, David Gotz, Fan Du

Inf. Vis., 2018

CarePre: An Intelligent Clinical Decision Assistance System.

Zhuochen Jin, Jingshun Yang, Shuyuan Cui, David Gotz, Jimeng Sun, Nan Cao

CoRR, 2018

Contextual Visualization.

David Borland, Wenyuan Wang, David Gotz

IEEE Computer Graphics and Applications, 2018

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection.

Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen

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

Computable Longitudinal Patient Trajectories.

Jeremy L. Warner, Guergana Savova, Noemie Elhadad, Lisa Bastarache, David Gotz

Proceedings of the AMIA 2018, 2018

Clinical Concept Value Sets and Interoperability in Health Data Analytics.

Sigfried Gold, Andrea Batch, Robert C. McClure, Guoqian Jiang, Hadi Kharrazi, Rishi Saripalle, Vojtech Huser, Chunhua Weng, Nancy K. Roderer, Ana Szarfman, Niklas Elmqvist, David Gotz

Proceedings of the AMIA 2018, 2018

2017

Adaptive Contextualization Methods for Combating Selection Bias during High-Dimensional Visualization.

David Gotz, Shun Sun, Nan Cao, Rita Kundu, Anne-Marie Meyer

ACM Trans. Interact. Intell. Syst., 2017

2016

UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data.

Nan Cao, Yu-Ru Lin, David Gotz

IEEE Trans. Vis. Comput. Graph., 2016

A Survey on Visual Analytics of Social Media Data.

Yingcai Wu, Nan Cao, David Gotz, Yap-Peng Tan, Daniel A. Keim

IEEE Trans. Multim., 2016

Guest Editorial: Visual Analytics in Multimedia - Opportunities and Research Challenges.

Nan Cao, Yingcai Wu, David Gotz, D. Kiem, Y.-P. Tan

IEEE Trans. Multim., 2016

Visual Model Validation via Inline Replication.

David Gotz, Brandon A. Price, Annie T. Chen

CoRR, 2016

Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization.

David Gotz, David Borland

IEEE Computer Graphics and Applications, 2016

Adaptive Contextualization: Combating Bias During High-Dimensional Visualization and Data Selection.

David Gotz, Shun Sun, Nan Cao

Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

Insight Generation from Real-world and Real-time Treatment Pathways.

Zhaohui J. Cai, David Gotz, Aaron W. C. Kamauu, Gerasimos Petratos

Proceedings of the Summit on Clinical Research Informatics, 2016

2015

Visual analytics in healthcare - opportunities and research challenges.

Jesus J. Caban, David Gotz

J. Am. Medical Informatics Assoc., 2015

Iterative cohort analysis and exploration.

Zhiyuan Zhang, David Gotz, Adam Perer

Inf. Vis., 2015

Visiual Analytics for Healthcare.

David Gotz, Jesus J. Caban, Annie T. Chen

Proceedings of the Healthcare Data Analytics., 2015

2014

Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics.

Charles D. Stolper, Adam Perer, David Gotz

IEEE Trans. Vis. Comput. Graph., 2014

DecisionFlow: Visual Analytics for High-Dimensional Temporal Event Sequence Data.

David Gotz, Harry Stavropoulos

IEEE Trans. Vis. Comput. Graph., 2014

A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data.

David Gotz, Fei Wang, Adam Perer

J. Biomed. Informatics, 2014

UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map.

Yu-Ru Lin, Nan Cao, David Gotz, Lu Lu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Data-driven exploration of care plans for patients.

Adam Perer, David Gotz

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

2012

Exploring Flow, Factors, and Outcomes of Temporal Event Sequences with the Outflow Visualization.

Krist Wongsuphasawat, David Gotz

IEEE Trans. Vis. Comput. Graph., 2012

2011 Workshop on Visual Analytics in Healthcare: understanding the physician perspective.

Jesus J. Caban, David Gotz

SIGHIT Rec., 2012

Multifaceted visual analytics for healthcare applications.

David Gotz, Jimeng Sun, Nan Cao

IBM J. Res. Dev., 2012

Visual Analytics in Healthcare.

Adam Perer, David Gotz, Ben Shneiderman, Yuval Shahar, Jeffrey Heer

Proceedings of the AMIA 2012, 2012

Interactive Intervention Analysis.

David Gotz, Krist Wongsuphasawat

Proceedings of the AMIA 2012, 2012

ICDA: A Platform for Intelligent Care Delivery Analytics.

David Gotz, Harry Stavropoulos, Jimeng Sun, Fei Wang

Proceedings of the AMIA 2012, 2012

2011

DICON: Interactive Visual Analysis of Multidimensional Clusters.

Nan Cao, David Gotz, Jimeng Sun, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2011

IEEE VisWeek Workshop on Visual Analytics in Health Care 2010.

David Gotz, Jimeng Sun

SIGHIT Rec., 2011

Information technology for healthcare transformation.

Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu

IBM J. Res. Dev., 2011

SolarMap: Multifaceted Visual Analytics for Topic Exploration.

Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

FacetAtlas: Multifaceted Visualization for Rich Text Corpora.

Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu, Huamin Qu

IEEE Trans. Vis. Comput. Graph., 2010

2009

Characterizing users' visual analytic activity for insight provenance.

David Gotz, Michelle X. Zhou

Inf. Vis., 2009

Behavior-driven visualization recommendation.

David Gotz, Zhen Wen

Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

Context-based page unit recommendation for web-based sensemaking tasks.

Wen-Huang Cheng, David Gotz

Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009

Connecting the dots in visual analysis.

Yedendra Babu Shrinivasan, David Gotz, Jie Lu

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

Connecting the dots with related notes.

Yedendra Babu Shrinivasan, David Gotz

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008

Context-based page unit recommendation for web-basedsensemaking tasks.

Wen-Huang Cheng, David Gotz

Proceedings of the 17th International Conference on World Wide Web, 2008

2007

Scalable, Adaptive Streaming for Nonlinear Media.

Ketan Mayer-Patel, David Gotz

IEEE Multim., 2007

The ScratchPad: sensemaking support for the web.

David Gotz

Proceedings of the 16th International Conference on World Wide Web, 2007

2006

Scalable and adaptive streaming for non-linear media.

David Gotz

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Interactive Visual Synthesis of Analytic Knowledge.

David Gotz, Michelle X. Zhou, Vikram Aggarwal

Proceedings of the 1st IEEE Symposium On Visual Analytics Science And Technology, 2006

2005

A framework for scalable delivery of digitized spaces.

David Gotz, Ketan Mayer-Patel

Int. J. Digit. Libr., 2005

2004

A general framework for multidimensional adaptation.

David Gotz, Ketan Mayer-Patel

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Supporting adaptive remote access to multiresolutional or hierarchical data for large user groups.

David Gotz

Proceedings of the 12th ACM International Conference on Multimedia, 2004

2002

IRW: an incremental representation for image-based walkthroughs.

David Gotz, Ketan Mayer-Patel, Dinesh Manocha

Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

2001

PixelFlex: A Reconfigurable Multi-Projector Display System.

Ruigang Yang, David Gotz, Justin Hensley, Herman Towles, Michael S. Brown

Proceedings of the 12th IEEE Visualization Conference, 2001

1999

A Virtual Environment for the Treatment of Chronic Combat-Related Post-Traumatic Stress Disorder.

Larry F. Hodges, Barbara O. Rothbaum, Renato Alarcon, David J. Ready, Fran Shahar, Ken Graap, Jarrell Pair, Philip Hebert, David Gotz, Brian Wills, David Baltzell

Cyberpsychology Behav. Soc. Netw., 1999