29 citations · 122 across the 19 of their papers we have counts for
3 papers · 1 filter
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows
Doris Xin, Eva Yiwei Wu, Doris Jung-Lin Lee +2
Efforts to make machine learning more widely accessible have led to a rapid increase in Auto-ML tools that aim to automate the process of training and deploying machine learning. T…
SCATTERSEARCH: Visual Querying of Scatterplot Visualizations
Doris Jung-Lin Lee, Jaewoo Kim, Renxuan Wang +1
Scatterplots are one of the simplest and most commonly-used visualizations for understanding quantitative, multidimensional data. However, since scatterplots only depict two attrib…
Characterizing Scalability Issues in Spreadsheet Software using Online Forums
Kelly Mack, John Lee, Kevin Chang +2
In traditional usability studies, researchers talk to users of tools to understand their needs and challenges. Insights gained via such interviews offer context, detail, and backgr…