18 citations · 31 across the 13 of their papers we have counts for
5 papers · 1 filter
SigTime: Learning and Visually Explaining Time Series Signatures
Yu-Chia Huang, Juntong Chen, Dongyu Liu +1
Understanding and distinguishing temporal patterns in time series data is essential for scientific discovery and decision-making. For example, in biomedical research, uncovering me…
ClimateSOM: A Visual Analysis Workflow for Climate Ensemble Datasets
Yuya Kawakami, Daniel Cayan, Dongyu Liu +1
Ensemble datasets are ever more prevalent in various scientific domains. In climate science, ensemble datasets are used to capture variability in projections under plausible future…
VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels
Xiwei Xuan, Xiaoqi Wang, Wenbin He +4
The advances in multi-modal foundation models (FMs) (e.g., CLIP and LLaVA) have facilitated the auto-labeling of large-scale datasets, enhancing model performance in challenging do…
VIDEE: Visual and Interactive Decomposition, Execution, and Evaluation of Text Analytics with Intelligent Agents
Sam Yu-Te Lee, Chenyang Ji, Shicheng Wen +3
Text analytics has traditionally required specialized knowledge in Natural Language Processing (NLP) or text analysis, which presents a barrier for entry-level analysts. Recent adv…
Visual Text Mining with Progressive Taxonomy Construction for Environmental Studies
Sam Yu-Te Lee, Cheng-Wei Hung, Mei-Hua Yuan +1
Environmental experts have developed the DPSIR (Driver, Pressure, State, Impact, Response) framework to systematically study and communicate key relationships between society and t…