Michael G. Collins

19 papers B 12Journal 2Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Methods for Detecting Changes in Learning Mechanisms to Improve Adaptive Intelligent Systems: A Model Simulation Study.
HCI (81)
Michael G. Collins, Florian Sense, Michael Krusmark, Tiffany Myers
2025 — conf
Optimizing Language Proficiency: A Competency-Driven Approach to Adaptive Instruction in Defense Language Training.
HCI (81)
Florian Sense, Ian Dye, Michael G. Collins, Michael Krusmark, Jason Starkey, Kamran Asadpour, Leah Graham, Tiffany Myers
2022 J jnl
Cognition-Enhanced Machine Learning for Better Predictions with Limited Data.
Top. Cogn. Sci.
Florian Sense, Ryan Wood, Michael G. Collins, Joshua Fiechter, Aihua Wood, Michael Krusmark, Tiffany S. Jastrzembski, Christopher W. Myers
2022 B conf
Extending the Predictive Performance Equation to Account for Multivariate Performance.
CogSci
Michael G. Collins, Florian Sense, Michael Krusmark, Tiffany S. Jastrzembski
2022 B conf
Fuzzy Performance Profiles: Towards Personalized CPR Refresher Training.
CogSci
Florian Sense, Lauren Sanderson, Joshua Onia, Michael Krusmark, Joshua Fiechter, Michael G. Collins, Tiffany S. Jastrzembski
2021 B conf
Additional acquisition sessions monotonically benefit retention and relearning.
CogSci
Joshua Fiechter, Florian Sense, Michael G. Collins, Michael Krusmark, Tiffany S. Jastrzembski
2021 B conf
Combining Cognitive and Machine Learning Models to Mine CPR Training Histories for Personalized Predictions.
EDM
Florian Sense, Michael Krusmark, Joshua Fiechter, Michael G. Collins, Lauren Sanderson, Joshua Onia, Tiffany S. Jastrzembski
2021 B conf
Exploring Online Goal Inference in Real World Environments.
CogSci
Michael G. Collins, Alexander Hough, Michael D. Lee, Jayde King
2020 B conf
Improving Predictive Accuracy of Models of Learning and Retention Through Bayesian Hierarchical Modeling: An Exploration with the Predictive Performance Equation.
CogSci
Michael G. Collins, Florian Sense, Michael Krusmark, Tiffany S. Jastrzembski
2020 B conf
Using K-means Clustering for Out-of-Sample Predictions of Memory Retention.
CogSci
Florian Sense, Michael G. Collins, Tiffany S. Jastrzembski, Michael Krusmark
2019 B conf
Integrating Methods to Improve Model-based Performance Prediction.
CogSci
Michael G. Collins, Kevin A. Gluck
2019 J jnl
Toward a Unified Theory of Learned Trust in Interpersonal and Human-Machine Interactions.
ACM Trans. Interact. Intell. Syst.
Ion Juvina, Michael G. Collins, Othalia Larue, William G. Kennedy, Ewart de Visser, Celso De Melo
2018 B conf
Using Bayesian Hierarchical Modeling and DataShop to Inform Parameter Estimation with the Predictive Performance Equation.
CogSci
Michael G. Collins, Kevin A. Gluck
2017 B conf
Using Prior Data to Inform Initial Performance Predictions of Individual Students.
CogSci
Michael G. Collins, Kevin A. Gluck, Matthew M. Walsh, Michael Krusmark
2016 — conf
Game-Specific and Player-Specific Knowledge Combine to Drive Transfer of Learning Between Games of Strategic Interaction.
SBP-BRiMS
Michael G. Collins, Ion Juvina, Kevin A. Gluck
2016 B conf
Using Prior Data to Inform Model Parameters in the Predictive Performance Equation.
CogSci
Michael G. Collins, Kevin A. Gluck, Matthew M. Walsh, Michael Krusmark, Glenn Gunzelmann
2015 — conf
DataShopping for Performance Predictions.
HCI (15)
Michael G. Collins, Kevin A. Gluck, Tiffany S. Jastrzembski
2015 B conf
Verbal Reports Reveal Strategies in Multiple-Cue Probabilistic Inference.
CogSci
Matthew M. Walsh, Michael G. Collins, Kevin A. Gluck
2011 — conf
Crossfire: multiprocess, cross-browser, open-web debugging protocol.
OOPSLA Companion
Michael G. Collins, John J. Barton