Dashbot: Insight-driven dashboard generation based on deep reinforcement learning

D Deng, A Wu, H Qu, Y Wu - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
Analytical dashboards are popular in business intelligence to facilitate insight discovery with
multiple charts. However, creating an effective dashboard is highly demanding, which …

Troubling collaboration: Matters of care for visualization design study

D Akbaba, D Lange, M Correll, A Lex… - Proceedings of the 2023 …, 2023 - dl.acm.org
A common research process in visualization is for visualization researchers to collaborate
with domain experts to solve particular applied data problems. While there is existing …

MetaGlyph: Automatic generation of metaphoric glyph-based visualization

L Ying, X Shu, D Deng, Y Yang, T Tang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Glyph-based visualization achieves an impressive graphic design when associated with
comprehensive visual metaphors, which help audiences effectively grasp the conveyed …

SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks

ZJ Wang, D Munechika, S Lee, DH Chau - Extended Abstracts of the CHI …, 2024 - dl.acm.org
Computational notebooks, such as Jupyter Notebook, have become data scientists' de facto
programming environments. Many visualization researchers and practitioners have …

Obtracker: Visual analytics of off-ball movements in basketball

Y Wu, D Deng, X Xie, M He, J Xu… - … on Visualization and …, 2022 - ieeexplore.ieee.org
In a basketball play, players who are not in possession of the ball (ie, off-ball players) can
still effectively contribute to the team's offense, such as making a sudden move to create …

Rasipam: Interactive pattern mining of multivariate event sequences in racket sports

J Wu, D Liu, Z Guo, Y Wu - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
Experts in racket sports like tennis and badminton use tactical analysis to gain insight into
competitors' playing styles. Many data-driven methods apply pattern mining to racket sports …

ECoalVis: visual analysis of control strategies in coal-fired power plants

S Liu, D Weng, Y Tian, Z Deng, H Xu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Improving the efficiency of coal-fired power plants has numerous benefits. The control
strategy is one of the major factors affecting such efficiency. However, due to the complex …

LEVA: Using large language models to enhance visual analytics

Y Zhao, Y Zhang, Y Zhang, X Zhao… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Visual analytics supports data analysis tasks within complex domain problems. However,
due to the richness of data types, visual designs, and interaction designs, users need to …

Revisiting the design patterns of composite visualizations

D Deng, W Cui, X Meng, M Xu, Y Liao… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Composite visualization is a popular design strategy that represents complex datasets by
integrating multiple visualizations in a meaningful and aesthetic layout, such as …

VAID: Indexing View Designs in Visual Analytics System

L Ying, A Wu, H Li, Z Deng, J Lan, J Wu… - Proceedings of the CHI …, 2024 - dl.acm.org
Visual analytics (VA) systems have been widely used in various application domains.
However, VA systems are complex in design, which imposes a serious problem: although …