Supporting Guided Exploratory Visual Analysis on Time Series Data with Reinforcement Learning
Author:
Affiliation:
1. Intelligent Big Data Visualization Lab, Tongji University, China
2. Huawei Cloud Computing Technologies Co., Ltd, China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computer Graphics and Computer-Aided Design,Computer Vision and Pattern Recognition,Signal Processing,Software
Link
http://xplorestaging.ieee.org/ielx7/2945/4359476/10297595.pdf?arnumber=10297595
Reference77 articles.
1. Visualization of Time-Oriented Data
2. Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices
3. Low-Level Components of Analytic Activity in Information Visualization
4. Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning
Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations;IEEE Transactions on Visualization and Computer Graphics;2023
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