Does My Model Work? Evaluation Abstractions of Cognitive Modelers. - Christopher Bogart; Margaret M. Burnett; Scott Douglass; David Piorkowski; Amber Shinsel (VL/HCC, 2010)

Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs. - Todd Kulesza; Simone Stumpf; Margaret M. Burnett; Weng-Keen Wong; Yann Riche; Travis Moore; Ian Oberst; Amber Shinsel; Kevin McIntosh (VL/HCC, 2010)

Where Are My Intelligent Assistant's Mistakes? A Systematic Testing Approach. - Todd Kulesza; Margaret M. Burnett; Simone Stumpf; Weng-Keen Wong; Shubhomoy Das; Alex Groce; Amber Shinsel; Forrest Bice; Kevin McIntosh (IS-EUD, 2011)

Mini-crowdsourcing end-user assessment of intelligent assistants: A cost-benefit study. - Amber Shinsel; Todd Kulesza; Margaret M. Burnett; William Curran; Alex Groce; Simone Stumpf; Weng-Keen Wong (VL/HCC, 2011)

You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems. - Alex Groce; Todd Kulesza; Chaoqiang Zhang; Shalini Shamasunder; Margaret M. Burnett; Weng-Keen Wong; Simone Stumpf; Shubhomoy Das; Amber Shinsel; Forrest Bice; Kevin McIntosh (IEEE Trans. Software Eng., 2014)