David Gotz

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 67

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

AMIA

Inf. Vis.

Publications

David Borland, Arran Zeyu Wang, David Gotz
Using Counterfactuals to Improve Causal Inferences from Visualizations. CoRR (2024)
David Borland, Arran Zeyu Wang, David Gotz
Using Counterfactuals to Improve Causal Inferences From Visualizations. IEEE Computer Graphics and Applications 44 (1) (2024)
Arran Zeyu Wang, David Borland, David Gotz
An empirical study of counterfactual visualization to support visual causal inference. Inf. Vis. 23 (2) (2024)
Arran Zeyu Wang, David Borland, David Gotz
An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference. CoRR (2024)
Zhilan Zhou, Wenyuan Wang, Mengtian Guo, Yue Wang, David Gotz
A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Rui Sheng, Leni Yang, Haotian Li, Yan Luo, Ziyang Xu, Zhilan Zhou, David Gotz, Huamin Qu
Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations. UIST (Adjunct Volume) (2023)
Mengtian Guo, David Gotz, Yue Wang
How Does Imperfect Automatic Indexing Affect Semantic Search Performance? ICHI (2023)
Shayan Monadjemi, Mengtian Guo, David Gotz, Roman Garnett, Alvitta Ottley
Human-Computer Collaboration for Visual Analytics: an Agent-based Framework. Comput. Graph. Forum 42 (3) (2023)
Mengtian Guo, Zhilan Zhou, David Gotz, Yue Wang
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search. ACM Trans. Interact. Intell. Syst. 13 (2) (2023)
Mengtian Guo, Zhilan Zhou, David Gotz, Yue Wang
GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search. CoRR (2023)
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
Electronic Health Record Use and Perceptions among Urologic Surgeons. Appl. Clin. Inform. 14 (2) (2023)
Mengtian Guo, David Gotz, Yue Wang
How Does Imperfect Automatic Indexing Affect Semantic Search Performance? CoRR (2023)
Shayan Monadjemi, Mengtian Guo, David Gotz, Roman Garnett, Alvitta Ottley
Human-Computer Collaboration for Visual Analytics: an Agent-based Framework. CoRR (2023)
Zhilan Zhou, Wenyuan Wang, Mengtian Guo, Yue Wang, David Gotz
A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms. CoRR (2022)
Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao
Survey on Visual Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Smiti Kaul, David Borland, Nan Cao, David Gotz
Improving Visualization Interpretation Using Counterfactuals. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Zhilan Zhou, Ximing Wen, Yue Wang, David Gotz
Modeling and Leveraging Analytic Focus During Exploratory Visual Analysis. CHI (2021)
Alex Rich, Cameron Yick, David Gotz
Local, Interactive, and Actionable: a Pandemic Behavioral Nudge. CoRR (2021)
David Borland, Irena Brain, Karamarie Fecho, Emily R. Pfaff, Hao Xu, James Champion, Chris Bizon, David Gotz
Enabling Longitudinal Exploratory Analysis of Clinical COVID Data. VAHC (2021)
David Borland, Irena Brain, Karamarie Fecho, Emily R. Pfaff, Hao Xu, James Champion, Chris Bizon, David Gotz
Enabling Longitudinal Exploratory Analysis of Clinical COVID Data. CoRR (2021)
David Borland, Jonathan Zhang, Smiti Kaul, David Gotz
Selection-Bias-Corrected Visualization via Dynamic Reweighting. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
D. Shi, F. Sun, X. Xu, Xingyu Lan, David Gotz, Nan Cao
AutoClips: An Automatic Approach to Video Generation from Data Facts. Comput. Graph. Forum 40 (3) (2021)
Zhilan Zhou, Ximing Wen, Yue Wang, David Gotz
Modeling and Leveraging Analytic Focus During Exploratory Visual Analysis. CoRR (2021)
Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao
Visual Causality Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Hung-Jui Tan, Arlene E. Chung, David Gotz, Antonia Bennett, Allison Deal, Matthew E. Nielsen, Ethan M. Basch
Urologist use and perceptions of the EHR: Perspectives from a Surgical Specialty. AMIA (2021)
Smiti Kaul, David Borland, Nan Cao, David Gotz
Improving Visualization Interpretation Using Counterfactuals. CoRR (2021)
Smiti Kaul, Cameron Coleman, David Gotz
A rapidly deployed, interactive, online visualization system to support fatality management during the coronavirus disease 2019 (COVID-19) pandemic. J. Am. Medical Informatics Assoc. 27 (12) (2020)
Zhuochen Jin, Shuyuan Cui, Shunan Guo, David Gotz, Jimeng Sun, Nan Cao
CarePre: An Intelligent Clinical Decision Assistance System. ACM Trans. Comput. Heal. 1 (1) (2020)
David Gotz, Jonathan Zhang, Smiti Kaul, Georgiy Bobashev, David Borland
Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses. AMIA (2020)
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
Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support. AMIA (2020)
Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao
Visual Causality Analysis of Event Sequence Data. CoRR (2020)
David Borland, Jonathan Zhang, Smiti Kaul, David Gotz
Selection Bias-Corrected Visualization via Dynamic Reweighting. CoRR (2020)
David Borland, Wenyuan Wang, Jonathan Zhang, Joshua Shrestha, David Gotz
Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
David Gotz, Jonathan Zhang, Wenyuan Wang, Joshua Shrestha, David Borland
Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao
Survey on Visual Analysis of Event Sequence Data. CoRR (2020)
David Borland, Wenyuan Wang, Jonathan Zhang, Joshua Shrestha, David Gotz
Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data. CoRR (2019)
Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao
Visual Progression Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
David Gotz, Jonathan Zhang, Wenyuan Wang, Joshua Shrestha, David Borland
Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation. CoRR (2019)
Nan Cao, Steffen Koch, David Gotz, Yingcai Wu
ACM TIST Special Issue on Visual Analytics. ACM Trans. Intell. Syst. Technol. 10 (1) (2019)
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 Pan, David Gotz
Evaluating visual analytics for health informatics applications: a systematic review from the American Medical Informatics Association Visual Analytics Working Group Task Force on Evaluation. J. Am. Medical Informatics Assoc. 26 (4) (2019)
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
Visual Anomaly Detection in Event Sequence Data. IEEE BigData (2019)
Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao
Visual Anomaly Detection in Event Sequence Data. CoRR (2019)
Tim Coleman, Lucas Mentch, Kimberly Glass, David Gotz, Nils Gehlenborg, Arlene E. Chung
Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data. AMIA (2019)
Bryce Morrow, Trevor Manz, Arlene E. Chung, Nils Gehlenborg, David Gotz
Periphery Plots for Contextualizing Heterogeneous Time-Based Charts. CoRR (2019)
Han Yu, Brian E. Chapman, Arianna Di Florio, Ellen Eischen, David Gotz, Mathews Jacob, Rachael Hageman Blair
Bootstrapping estimates of stability for clusters, observations and model selection. Comput. Stat. 34 (1) (2019)
Bryce Morrow, Trevor Manz, Arlene E. Chung, Nils Gehlenborg, David Gotz
Periphery Plots for Contextualizing Heterogeneous Time-Based Charts. IEEE VIS (Short Papers) (2019)
Jonathan Zhang, David Borland, Wenyuan Wang, Joshua Shrestha, David Gotz
Dynamic Hierarchical Aggregation, Selection Bias Tracking, and Detailed Subset Comparison for High-Dimensional Event Sequence Data. VAHC (2019)
David Gotz, Wenyuan Wang, Annie T. Chen, David Borland
Visualization model validation via inline replication. Inf. Vis. 18 (4) (2019)
Arlene E. Chung, Kimberly Glass, Jacob Leisey-Bartsch, Lucas Mentch, Nils Gehlenborg, David Gotz
Precision VISSTA: Bring-Your-Own-Device (BYOD) mHealth Data for Precision Health. AMIA (2019)
Zhuochen Jin, Jingshun Yang, Shuyuan Cui, David Gotz, Jimeng Sun, Nan Cao
CarePre: An Intelligent Clinical Decision Assistance System. CoRR (2018)
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
Clinical Concept Value Sets and Interoperability in Health Data Analytics. AMIA (2018)
David Borland, Wenyuan Wang, David Gotz
Contextual Visualization. IEEE Computer Graphics and Applications 38 (6) (2018)
Hanfei Lin, Siyuan Gao, David Gotz, Fan Du, Jingrui He, Nan Cao
RCLens: Interactive Rare Category Exploration and Identification. IEEE Trans. Vis. Comput. Graph. 24 (7) (2018)
Yingcai Wu, Nan Cao, Steffen Koch, David Gotz
Visual Analytics: Towards Effective Human-Machine Intelligence (NII Shonan Meeting 2018-2). NII Shonan Meet. Rep. 2018 (2018)
Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen
ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection. CHI (2018)
Jeremy L. Warner, Guergana Savova, Noemie Elhadad, Lisa Bastarache, David Gotz
Computable Longitudinal Patient Trajectories. AMIA (2018)
Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao
EventThread: Visual Summarization and Stage Analysis of Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Nan Cao, Yu-Ru Lin, David Gotz, Fan Du
Z-Glyph: Visualizing outliers in multivariate data. Inf. Vis. 17 (1) (2018)
David Gotz, Shun Sun, Nan Cao, Rita Kundu, Anne-Marie Meyer
Adaptive Contextualization Methods for Combating Selection Bias during High-Dimensional Visualization. ACM Trans. Interact. Intell. Syst. 7 (4) (2017)
David Gotz, David Borland
Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization. IEEE Computer Graphics and Applications 36 (3) (2016)
David Gotz, Shun Sun, Nan Cao
Adaptive Contextualization: Combating Bias During High-Dimensional Visualization and Data Selection. IUI (2016)
Zhaohui J. Cai, David Gotz, Aaron W. C. Kamauu, Gerasimos Petratos
Insight Generation from Real-world and Real-time Treatment Pathways. CRI (2016)
David Gotz, Brandon A. Price, Annie T. Chen
Visual Model Validation via Inline Replication. CoRR (2016)
Nan Cao, Yingcai Wu, David Gotz, D. Kiem, Y.-P. Tan
Guest Editorial: Visual Analytics in Multimedia - Opportunities and Research Challenges. IEEE Trans. Multim. 18 (11) (2016)
Yingcai Wu, Nan Cao, David Gotz, Yap-Peng Tan, Daniel A. Keim
A Survey on Visual Analytics of Social Media Data. IEEE Trans. Multim. 18 (11) (2016)
Nan Cao, Yu-Ru Lin, David Gotz
UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data. IEEE Trans. Vis. Comput. Graph. 22 (2) (2016)
Zhiyuan Zhang, David Gotz, Adam Perer
Iterative cohort analysis and exploration. Inf. Vis. 14 (4) (2015)
Jesus J. Caban, David Gotz
Visual analytics in healthcare - opportunities and research challenges. J. Am. Medical Informatics Assoc. 22 (2) (2015)
Yu-Ru Lin, Nan Cao, David Gotz, Lu Lu
UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map. ICDM (2014)
David Gotz, Harry Stavropoulos
DecisionFlow: Visual Analytics for High-Dimensional Temporal Event Sequence Data. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
David Gotz, Fei Wang, Adam Perer
A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data. J. Biomed. Informatics 48 (2014)
Charles D. Stolper, Adam Perer, David Gotz
Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Adam Perer, David Gotz
Data-driven exploration of care plans for patients. CHI Extended Abstracts (2013)
David Gotz, Jimeng Sun, Nan Cao
Multifaceted visual analytics for healthcare applications. IBM J. Res. Dev. 56 (5) (2012)
Adam Perer, David Gotz, Ben Shneiderman, Yuval Shahar, Jeffrey Heer
Visual Analytics in Healthcare. AMIA (2012)
Jesus J. Caban, David Gotz
2011 Workshop on Visual Analytics in Healthcare: understanding the physician perspective. SIGHIT Rec. 2 (1) (2012)
Krist Wongsuphasawat, David Gotz
Exploring Flow, Factors, and Outcomes of Temporal Event Sequences with the Outflow Visualization. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
David Gotz, Harry Stavropoulos, Jimeng Sun, Fei Wang
ICDA: A Platform for Intelligent Care Delivery Analytics. AMIA (2012)
David Gotz, Krist Wongsuphasawat
Interactive Intervention Analysis. AMIA (2012)
David Gotz, Jimeng Sun
IEEE VisWeek Workshop on Visual Analytics in Health Care 2010. SIGHIT Rec. 1 (1) (2011)
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
Information technology for healthcare transformation. IBM J. Res. Dev. 55 (5) (2011)
Nan Cao, David Gotz, Jimeng Sun, Huamin Qu
DICON: Interactive Visual Analysis of Multidimensional Clusters. IEEE Trans. Vis. Comput. Graph. 17 (12) (2011)
Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu
SolarMap: Multifaceted Visual Analytics for Topic Exploration. ICDM (2011)
Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu, Huamin Qu
FacetAtlas: Multifaceted Visualization for Rich Text Corpora. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
David Gotz, Zhen Wen
Behavior-driven visualization recommendation. IUI (2009)
Yedendra Babu Shrinivasan, David Gotz
Connecting the dots with related notes. CHI Extended Abstracts (2009)
David Gotz, Michelle X. Zhou
Characterizing users' visual analytic activity for insight provenance. Inf. Vis. 8 (1) (2009)
Yedendra Babu Shrinivasan, David Gotz, Jie Lu
Connecting the dots in visual analysis. IEEE VAST (2009)
Wen-Huang Cheng, David Gotz
Context-based page unit recommendation for web-based sensemaking tasks. IUI (2009)
David Gotz, Michelle X. Zhou
Characterizing users' visual analytic activity for insight provenance. IEEE VAST (2008)
Wen-Huang Cheng, David Gotz
Context-based page unit recommendation for web-basedsensemaking tasks. WWW (2008)
David Gotz
The ScratchPad: sensemaking support for the web. WWW (2007)
Ketan Mayer-Patel, David Gotz
Scalable, Adaptive Streaming for Nonlinear Media. IEEE Multim. 14 (3) (2007)
David Gotz
Scalable and adaptive streaming for non-linear media. ACM Multimedia (2006)
David Gotz, Michelle X. Zhou, Vikram Aggarwal
Interactive Visual Synthesis of Analytic Knowledge. IEEE VAST (2006)
David Gotz, Ketan Mayer-Patel
A framework for scalable delivery of digitized spaces. Int. J. Digit. Libr. 5 (3) (2005)
David Gotz
Supporting adaptive remote access to multiresolutional or hierarchical data for large user groups. ACM Multimedia (2004)
David Gotz, Ketan Mayer-Patel
A general framework for multidimensional adaptation. ACM Multimedia (2004)
David Gotz, Ketan Mayer-Patel, Dinesh Manocha
IRW: an incremental representation for image-based walkthroughs. ACM Multimedia (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Gotz