5 citations · 5 across the 6 of their papers we have counts for
6 papers
Understanding How Humans Inject Knowledge into Machine Learning Workflows through Visual Analytics
Yiwen Xing, Philip Beaucamp, Joyraj Chakraborty +6
Visual analytics (VA) plays an increasingly important role in supporting machine learning (ML) workflows. In the field of visualization, such approaches and techniques are referred…
Optimizing Visual Analytics Workflows: From Theory to Practice
Philip Beaucamp, Alfie Abdul-Rahman, Rita Borgo +5
The principle of visual analytics (VA) is to provide integrated workflows where human-centric processes (e.g., visualization and interaction) and machine-centric processes (e.g., s…
A Multiplexing Design Space: Theory, Method, and Application
Yiwen Xing, Afrah Farea, Saiful Khan +1
Many visualization designs feature phenomena referred to as ``visual multiplexing'', where multiple pieces of information associated with the same data point are conveyed simultane…
Guidelines for the Annotation and Visualization of Legal Argumentation Structures in Chinese Judicial Decisions
Kun Chen, Xianglei Liao, Kaixue Fei +2
This Guideline presents a systematic and operationalizable annotation framework for representing legal argumentation structures in judicial decisions. Grounded in theories of legal…
Visual Analytics for Fine-grained Text Classification Models and Datasets
Munkhtulga Battogtokh, Yiwen Xing, Cosmin Davidescu +3
In natural language processing (NLP), text classification tasks are increasingly fine-grained, as datasets are fragmented into a larger number of classes that are more difficult to…
Visualizing Historical Book Trade Data: An Iterative Design Study with Close Collaboration with Domain Experts
Yiwen Xing, Cristina Dondi, Rita Borgo +1
The circulation of historical books has always been an area of interest for historians. However, the data used to represent the journey of a book across different places and times…