This paper summarizes librarian research on information visualization as well as general
trends in the broader field, highlighting the most recent trends, important journals, and which …

Visual analytics (VA) science and technology emerge as a promising methodology in
visualization and data science in the new century. Application-driven research continues to …

In this paper, we report the development of a model and a proof-of-concept visual text
analytics (VTA) tool to enhance document discovery in a problem-driven visualization …

The abundance of scientific articles published and indexed in publicly accessible
repositories has spurred the research and development of automated information extraction …

We present VMap, a map-like rectangular space-filling visualization, to perform vertex-
centric graph exploration. Existing visualizations have limited support for quality optimization …

IEEE Transactions on Visualization and Computer Graphics (TVCG) publishes cutting-edge
research in the fields of visualization, computer graphics, and virtual and augmented …

Rare category detection is an important topic in data mining, which focuses on identifying
the very first example from rare categories by requesting only a small number of labels. Most …

Visual analytics play an important role in understanding complex datasets. The bibliographic
database is often visualized as a collaboration network to illustrate the connections between …

Embeddings are powerful tools for transforming complex and unstructured data into numeric
formats suitable for computational analysis tasks. In this paper, we extend our previous work …

The increasing specialization of science is motivating the fragmentation of traditional and
well-established research areas into interdisciplinary communities of practice that focus on …