12 citations · 16 across the 3 of their papers we have counts for
3 papers
Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage Professionals
Lucy Havens, Benjamin Bach, Melissa Terras +1
Despite numerous efforts to mitigate their biases, ML systems continue to harm already-marginalized people. While predominant ML approaches assume bias can be removed and fair mode…
NetPanorama: A Declarative Grammar for Network Construction, Transformation, and Visualization
James Scott-Brown, Alexis Pister, Benjamin Bach
This paper introduces NetPanorama, a domain-specific language and declarative grammar for interactive network visualization design that supports multivariate, temporal, and geograp…
NetworkNarratives: Data Tours for Visual Network Exploration and Analysis
Wenchao Li, Sarah Schöttler, James Scott-Brown +4
This paper introduces semi-automatic data tours to aid the exploration of complex networks. Exploring networks requires significant effort and expertise and can be time-consuming a…