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David Gotz
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Publications
- 2022
- [j40]Smiti Kaul, David Borland, Nan Cao, David Gotz:
Improving Visualization Interpretation Using Counterfactuals. IEEE Trans. Vis. Comput. Graph. 28(1): 998-1008 (2022) - [j39]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): 4531-4545 (2022) - [j38]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): 5091-5112 (2022) - 2021
- [j37]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): 495-505 (2021) - [j36]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): 1343-1352 (2021) - [i13]Smiti Kaul, David Borland, Nan Cao, David Gotz:
Improving Visualization Interpretation Using Counterfactuals. CoRR abs/2107.10309 (2021) - 2020
- [j34]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): 6:1-6:20 (2020) - [i10]Yi Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao:
Survey on Visual Analysis of Event Sequence Data. CoRR abs/2006.14291 (2020) - [i8]Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao:
Visual Causality Analysis of Event Sequence Data. CoRR abs/2009.00219 (2020) - 2019
- [j27]Nan Cao, Steffen Koch, David Gotz, Yingcai Wu:
ACM TIST Special Issue on Visual Analytics. ACM Trans. Intell. Syst. Technol. 10(1): 1:1-1:4 (2019) - [j26]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): 417-426 (2019) - [c27]Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao:
Visual Anomaly Detection in Event Sequence Data. IEEE BigData 2019: 1125-1130 - [i4]Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao:
Visual Anomaly Detection in Event Sequence Data. CoRR abs/1906.10896 (2019) - 2018
- [j24]Nan Cao, Yu-Ru Lin, David Gotz, Fan Du:
Z-Glyph: Visualizing outliers in multivariate data. Inf. Vis. 17(1): 22-40 (2018) - [j23]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): 56-65 (2018) - [j22]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): 2223-2237 (2018) - [c22]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: 663 - [i3]Zhuochen Jin, Jingshun Yang, Shuyuan Cui, David Gotz, Jimeng Sun, Nan Cao:
CarePre: An Intelligent Clinical Decision Assistance System. CoRR abs/1811.02218 (2018) - [i2]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) - 2017
- [j21]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): 17:1-17:23 (2017) - 2016
- [j19]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): 2133-2134 (2016) - [j18]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): 2135-2148 (2016) - [j17]Nan Cao, Yu-Ru Lin, David Gotz:
UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data. IEEE Trans. Vis. Comput. Graph. 22(2): 1149-1163 (2016) - [c20]David Gotz, Shun Sun, Nan Cao:
Adaptive Contextualization: Combating Bias During High-Dimensional Visualization and Data Selection. IUI 2016: 85-95 - 2014
- [c19]Yu-Ru Lin, Nan Cao, David Gotz, Lu Lu:
UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map. ICDM 2014: 340-349 - 2012
- [j11]David Gotz, Jimeng Sun, Nan Cao:
Multifaceted visual analytics for healthcare applications. IBM J. Res. Dev. 56(5): 6 (2012) - 2011
- [j6]Nan Cao, David Gotz, Jimeng Sun, Huamin Qu:
DICON: Interactive Visual Analysis of Multidimensional Clusters. IEEE Trans. Vis. Comput. Graph. 17(12): 2581-2590 (2011) - [c14]Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu:
SolarMap: Multifaceted Visual Analytics for Topic Exploration. ICDM 2011: 101-110 - 2010
- [j5]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): 1172-1181 (2010)
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