| 2026 | HCI | AI-Powered Competency Modeling and Adaptive Content Generation for Language Proficiency Development. | Florian Sense, Ian Dye, Michael G. Collins, Garrett Swan, Michael Krusmark, Sara A. Smith, Tiffany Jastrzembski Myers |
| 2025 | HCI | Methods for Detecting Changes in Learning Mechanisms to Improve Adaptive Intelligent Systems: A Model Simulation Study. | Michael G. Collins, Florian Sense, Michael Krusmark, Tiffany Myers |
| 2025 | HCI | Optimizing Language Proficiency: A Competency-Driven Approach to Adaptive Instruction in Defense Language Training. | Florian Sense, Ian Dye, Michael G. Collins, Michael Krusmark, Jason Starkey, Kamran Asadpour, Leah Graham, Tiffany Myers |
| 2022 | CogSci | Extending the Predictive Performance Equation to Account for Multivariate Performance. | Michael G. Collins, Florian Sense, Michael Krusmark, Tiffany S. Jastrzembski |
| 2022 | CogSci | Fuzzy Performance Profiles: Towards Personalized CPR Refresher Training. | Florian Sense, Lauren Sanderson, Joshua Onia, Michael Krusmark, Joshua Fiechter, Michael G. Collins, Tiffany S. Jastrzembski |
| 2021 | CogSci | Exploring Online Goal Inference in Real World Environments. | Michael G. Collins, Alexander Hough, Michael D. Lee, Jayde King |
| 2021 | CogSci | Additional acquisition sessions monotonically benefit retention and relearning. | Joshua Fiechter, Florian Sense, Michael G. Collins, Michael Krusmark, Tiffany S. Jastrzembski |
| 2021 | EDM | 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 |
| 2020 | CogSci | 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 |
| 2020 | CogSci | Using K-means Clustering for Out-of-Sample Predictions of Memory Retention. | Florian Sense, Michael G. Collins, Tiffany S. Jastrzembski, Michael Krusmark |
| 2019 | CogSci | Integrating Methods to Improve Model-based Performance Prediction. | Michael G. Collins, Kevin A. Gluck |
| 2018 | CogSci | Using Bayesian Hierarchical Modeling and DataShop to Inform Parameter Estimation with the Predictive Performance Equation. | Michael G. Collins, Kevin A. Gluck |
| 2017 | CogSci | Using Prior Data to Inform Initial Performance Predictions of Individual Students. | Michael G. Collins, Kevin A. Gluck, Matthew M. Walsh, Michael Krusmark |
| 2016 | CogSci | 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 |
| 2015 | CogSci | Verbal Reports Reveal Strategies in Multiple-Cue Probabilistic Inference. | Matthew M. Walsh, Michael G. Collins, Kevin A. Gluck |
| 2015 | HCI | DataShopping for Performance Predictions. | Michael G. Collins, Kevin A. Gluck, Tiffany S. Jastrzembski |
| 2011 | OOPSLA | Crossfire: multiprocess, cross-browser, open-web debugging protocol. | Michael G. Collins, John J. Barton |