Visual Causality Analysis of Event Sequence Data

Visual Causality Analysis of Event Sequence Data

1 September 2020

Daniel Weiskopf

Nan Cao

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Papers citing "Visual Causality Analysis of Event Sequence Data"

19 / 19 papers shown

Title
LAST SToP For Modeling Asynchronous Time Series Shubham Gupta Thibaut Durand Graham Taylor Lilian W. Białokozowicz AI4TS 120 1 0 04 Feb 2025
Bridging Quantitative and Qualitative Methods for Visualization Research: A Data/Semantics Perspective in Light of Advanced AI Daniel Weiskopf 75 1 0 11 Sep 2024
A Multi-Level Task Framework for Event Sequence Analysis Kazi Tasnim Zinat Saimadhav Naga Sakhamuri Aaron Sun Chen Zhicheng Liu AI4TS 32 1 0 08 Aug 2024
Visual Analysis of Multi-outcome Causal Graphs Mengjie Fan Jinlu Yu Daniel Weiskopf Nan Cao Huai-Yu Wang Liang Zhou CML 58 1 0 31 Jul 2024
CausalPrism: A Visual Analytics Approach for Subgroup-based Causal Heterogeneity Exploration Jiehui Zhou Xumeng Wang Kam-Kwai Wong Wei Zhang Xingyu Liu Juntian Zhang Minfeng Zhu Wei Chen CML 52 0 0 02 Jul 2024
Using Counterfactuals to Improve Causal Inferences from Visualizations D. Borland Arran Zeyu Wang David Gotz CML 33 8 0 16 Jan 2024
An Explainable AI Approach to Large Language Model Assisted Causal Model Auditing and Development Yanming Zhang Brette Fitzgibbon Dino Garofolo Akshith Kota Eric Papenhausen Klaus Mueller CML 74 6 0 23 Dec 2023
Relation-driven Query of Multiple Time Series Shuhan Liu Yuan Tian Zikun Deng Weiwei Cui Haidong Zhang Di Weng Yingcai Wu AI4TS 45 2 0 30 Oct 2023
VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions Xian Teng Yongsu Ahn Y. Lin CML 64 5 0 26 Jul 2023
EasyTPP: Towards Open Benchmarking Temporal Point Processes Siqiao Xue Xiaoming Shi Zhixuan Chu Yan Wang Hongyan Hao ... Chenyuan Pan James Y. Zhang Qingsong Wen Junqing Zhou Hongyuan Mei AI4TS 113 32 0 16 Jul 2023
Causal Discovery from Temporal Data: An Overview and New Perspectives Chang Gong Di Yao Chuzhe Zhang Wenbin Li Jingping Bi AI4TS CML 98 18 0 17 Mar 2023
DOMINO: Visual Causal Reasoning with Time-Dependent Phenomena Jun Wang Klaus Mueller CML 58 10 0 12 Mar 2023
Causalvis: Visualizations for Causal Inference G. Guo Ehud Karavani Alex Endert Bum Chul Kwon CML 60 14 0 01 Mar 2023
VAC2: Visual Analysis of Combined Causality in Event Sequences Sujia Zhu Yue Shen Zihao Zhu Wang Xia Baofeng Chang Ronghua Liang Guodao Sun CML 95 3 0 11 Jun 2022
A Survey of Approaches for Event Sequence Analysis and Visualization using the ESeVis Framework Anton Yeshchenko Jan Mendling AI4TS 16 8 0 16 Feb 2022
Causal Support: Modeling Causal Inferences with Visualizations Alex Kale Yifan Wu Jessica Hullman CML 54 21 0 28 Jul 2021
Improving Visualization Interpretation Using Counterfactuals Smiti Kaul D. Borland Nan Cao David Gotz CML 47 19 0 21 Jul 2021
Interactive Causal Structure Discovery in Earth System Sciences Laila Melkas Rafael Savvides Suyog H. Chandramouli J. Mäkelä T. Nieminen I. Mammarella Kai Puolamäki CML 105 6 0 01 Jul 2021
Survey on Visual Analysis of Event Sequence Data Yi Guo Shunan Guo Zhuochen Jin Smiti Kaul David Gotz Nan Cao AI4TS 73 106 0 25 Jun 2020