[HTML][HTML] Generative ai for visualization: State of the art and future directions

Y Ye, J Hao, Y Hou, Z Wang, S Xiao, Y Luo, W Zeng - Visual Informatics, 2024 - Elsevier
Generative AI (GenAI) has witnessed remarkable progress in recent years and
demonstrated impressive performance in various generation tasks in different domains such …

TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations

J Hao, Q Shi, Y Ye, W Zeng - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deep learning (DL) approaches are being increasingly used for time-series forecasting, with
many efforts devoted to designing complex DL models. Recent studies have shown that the …

InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning

G Li, P He, X Wang, R Li, CH Liu, C Ou… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Embedding visual representations within original hierarchical tables can mitigate additional
cognitive load stemming from the division of users' attention. The created hierarchical table …

基于叙事结构抽象的可视分析方法综述

叶力, 王磊, 周志光, 王毅刚 - 计算机辅助设计与图形学学报, 2024 - jcad.cn
基于叙事结构抽象的可视分析方法是通过挖掘数据背后存在的叙事逻辑, 提供富有洞察力和沟通
力的方法. 首先介绍叙事结构数据的来源, 包括文本数据, 图表图像数据, 音视频数据 …

Visual Exploration and Analysis of Simulation and Testing Data in Motor Engineering

P Louis, L Cibulski, J Suschnigg… - IEEE Computer …, 2024 - ieeexplore.ieee.org
End-of-line tests and defect detection are vital for ensuring the reliability of electric motors.
However, automated defect detection methods, eg, data-driven approaches, face challenges …

A Survey on the Visual Analytics of Narrative Structure Abstraction

L Ye, L Wang, Z Zhou, Y Wang - Journal of Computer-Aided Design & …, 2024 - jcad.cn
Narrative structure-based visual analytics delves into the underlying narrative logic of data,
providing insightful and communicative analysis. This paper introduces diverse sources of …

[PDF][PDF] Visual Informatics

Y Ye, J Hao, Y Hou, Z Wang, S Xiao, Y Luo, W Zeng - 2024 - zhanwang071.github.io
abstract Generative AI (GenAI) has witnessed remarkable progress in recent years and
demonstrated impressive performance in various generation tasks in different domains such …