VizOPTICS: Getting insights into OPTICS via interactive visual analysis

C Wu, Y Chen, Y Dong, F Zhou, Y Zhao… - Computers and Electrical …, 2023 - Elsevier
Ordering points to identify the clustering structure (OPTICS) is a density-based clustering
algorithm that allows the exploration of the cluster structure in the dataset by outputting an …

Visualizing large-scale spatial time series with geochron

Z Deng, S Chen, T Schreck, D Deng… - … on Visualization and …, 2023 - ieeexplore.ieee.org
In geo-related fields such as urban informatics, atmospheric science, and geography, large-
scale spatial time (ST) series (ie, geo-referred time series) are collected for monitoring and …

A visual modeling method for spatiotemporal and multidimensional features in epidemiological analysis: Applied COVID-19 aggregated datasets

Y Dong, CJ Liang, Y Chen, J Hua - Computational Visual Media, 2024 - Springer
The visual modeling method enables flexible interactions with rich graphical depictions of
data and supports the exploration of the complexities of epidemiological analysis. However …

Dowsing: a task-driven approach for multiple-view visualizations dynamic recommendation

J Zhu, M Wu, Y Zhou, N Cao, H Zhu, M Zhu - Journal of Visualization, 2024 - Springer
Most users are able to obtain exploratory ideas from a data table but cannot clearly declare
their analysis tasks as visual queries. Visualization recommendation methods can reduce …

AirPollutionViz: visual analytics for understanding the spatio-temporal evolution of air pollution

X Yue, D Feng, D Sun, C Liu, H Qin, H Hu - Journal of Visualization, 2024 - Springer
Spatio-temporal evolution analysis has been a critical topic of air pollution research.
However, there are still several difficulties caused by the large scale and dimensionality of …

Where do they go next? Causal inference-based prediction and visual analysis of graduates' first destination

Y Chen, W Wei, L Wang, Y Dong, CJ Liang - Journal of Visualization, 2024 - Springer
Predicting graduates' first destinations in advance is crucial for targeted career planning and
strategic curriculum development. The relationship between first destinations and academic …

Interactive visual query of density maps on latent space via flow‐based models

N Li, T Liang, S Jiang, C Wang, C Li - Transactions in GIS, 2024 - Wiley Online Library
Visual querying of spatiotemporal data has become a dominant mode in the field of visual
analytics. Previous studies have utilized well‐designed data structures to speed up the …

ClinicLens: Visual Analytics for Exploring and Optimizing the Testing Capacity of Clinics given Uncertainty

Y Dong, J Liang, L Cao, D Catchpoole - arXiv preprint arXiv:2303.13558, 2023 - arxiv.org
Clinic testing plays a critical role in containing infectious diseases such as COVID-19.
However, one of the key research questions in fighting such pandemics is how to optimize …

[图书][B] A Visual Comparative Study on Multivariate Data Analysis

Y Dong - 2023 - search.proquest.com
Comparative analysis plays a crucial role in real-world data analysis, especially when
dealing with multivariate data. Effcient comparison of hierarchies and node attributes …