EuroVIS 2019: A User-based Visual Analytics Workflow for Exploratory Model Analysis

Exploratory Model Analysis (EMA) is the process of discovering and selecting relevant models that can be used to make predictions on a data source. We present a visual analytics system workflow for EMA, a user study, and two use cases validating the workflow's effectiveness.

Authors: Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John Stasko, Alex Endert, Mike Gleicher, and Remco Chang.

By researchers at Tufts University, University of Wisconsin, and Georgia Tech.

https://arxiv.org/abs/1809.10782