Crossfire: multiprocess, cross-browser, open-web debugging protocol. - Michael G. Collins; John J. Barton (OOPSLA Companion, 2011)

Verbal Reports Reveal Strategies in Multiple-Cue Probabilistic Inference. - Matthew M. Walsh; Michael G. Collins; Kevin A. Gluck (CogSci, 2015)

DataShopping for Performance Predictions. - Michael G. Collins; Kevin A. Gluck; Tiffany S. Jastrzembski (HCI (15), 2015)

Using Prior Data to Inform Model Parameters in the Predictive Performance Equation. - Michael G. Collins; Kevin A. Gluck; Matthew M. Walsh; Michael Krusmark; Glenn Gunzelmann (CogSci, 2016)

Game-Specific and Player-Specific Knowledge Combine to Drive Transfer of Learning Between Games of Strategic Interaction. - Michael G. Collins; Ion Juvina; Kevin A. Gluck (SBP-BRiMS, 2016)

Using Prior Data to Inform Initial Performance Predictions of Individual Students. - Michael G. Collins; Kevin A. Gluck; Matthew M. Walsh; Michael Krusmark (CogSci, 2017)

Using Bayesian Hierarchical Modeling and DataShop to Inform Parameter Estimation with the Predictive Performance Equation. - Michael G. Collins; Kevin A. Gluck (CogSci, 2018)

Integrating Methods to Improve Model-based Performance Prediction. - Michael G. Collins; Kevin A. Gluck (CogSci, 2019)

Toward a Unified Theory of Learned Trust in Interpersonal and Human-Machine Interactions. - Ion Juvina; Michael G. Collins; Othalia Larue; William G. Kennedy; Ewart de Visser; Celso de Melo (ACM Trans. Interact. Intell. Syst., 2019)

Improving Predictive Accuracy of Models of Learning and Retention Through Bayesian Hierarchical Modeling: An Exploration with the Predictive Performance Equation. - Michael G. Collins; Florian Sense; Michael Krusmark; Tiffany S. Jastrzembski (CogSci, 2020)

Using K-means Clustering for Out-of-Sample Predictions of Memory Retention. - Florian Sense; Michael G. Collins; Tiffany S. Jastrzembski; Michael Krusmark (CogSci, 2020)

Exploring Online Goal Inference in Real World Environments. - Michael G. Collins; Alexander Hough; Michael D. Lee 001; Jayde King (CogSci, 2021)

Additional acquisition sessions monotonically benefit retention and relearning. - Joshua Fiechter; Florian Sense; Michael G. Collins; Michael Krusmark; Tiffany S. Jastrzembski (CogSci, 2021)

Combining Cognitive and Machine Learning Models to Mine CPR Training Histories for Personalized Predictions. - Florian Sense; Michael Krusmark; Joshua Fiechter; Michael G. Collins; Lauren Sanderson; Joshua Onia; Tiffany S. Jastrzembski (EDM, 2021)

Extending the Predictive Performance Equation to Account for Multivariate Performance. - Michael G. Collins; Florian Sense; Michael Krusmark; Tiffany S. Jastrzembski (CogSci, 2022)

Fuzzy Performance Profiles: Towards Personalized CPR Refresher Training. - Florian Sense; Lauren Sanderson; Joshua Onia; Michael Krusmark; Joshua Fiechter; Michael G. Collins; Tiffany S. Jastrzembski (CogSci, 2022)

Cognition-Enhanced Machine Learning for Better Predictions with Limited Data. - Florian Sense; Ryan Wood; Michael G. Collins; Joshua Fiechter; Aihua Wood; Michael Krusmark; Tiffany S. Jastrzembski; Christopher W. Myers (Top. Cogn. Sci., 2022)