Michael G. Collins

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 14

Top Topics

Particle Physics

Predictive Accuracy

Context Specific Independence

Machine Learning Models

Top Venues

Top. Cogn. Sci.

Publications

Florian Sense, Ryan Wood, Michael G. Collins, Joshua Fiechter, Aihua Wood, Michael Krusmark, Tiffany S. Jastrzembski, Christopher W. Myers
Cognition-Enhanced Machine Learning for Better Predictions with Limited Data. Top. Cogn. Sci. 14 (4) (2022)
Michael G. Collins, Florian Sense, Michael Krusmark, Tiffany S. Jastrzembski
Extending the Predictive Performance Equation to Account for Multivariate Performance. CogSci (2022)
Florian Sense, Lauren Sanderson, Joshua Onia, Michael Krusmark, Joshua Fiechter, Michael G. Collins, Tiffany S. Jastrzembski
Fuzzy Performance Profiles: Towards Personalized CPR Refresher Training. CogSci (2022)
Florian Sense, Michael Krusmark, Joshua Fiechter, Michael G. Collins, Lauren Sanderson, Joshua Onia, Tiffany S. Jastrzembski
Combining Cognitive and Machine Learning Models to Mine CPR Training Histories for Personalized Predictions. EDM (2021)
Joshua Fiechter, Florian Sense, Michael G. Collins, Michael Krusmark, Tiffany S. Jastrzembski
Additional acquisition sessions monotonically benefit retention and relearning. CogSci (2021)
Michael G. Collins, Alexander Hough, Michael D. Lee, Jayde King
Exploring Online Goal Inference in Real World Environments. CogSci (2021)
Michael G. Collins, Florian Sense, Michael Krusmark, Tiffany S. Jastrzembski
Improving Predictive Accuracy of Models of Learning and Retention Through Bayesian Hierarchical Modeling: An Exploration with the Predictive Performance Equation. CogSci (2020)
Florian Sense, Michael G. Collins, Tiffany S. Jastrzembski, Michael Krusmark
Using K-means Clustering for Out-of-Sample Predictions of Memory Retention. CogSci (2020)
Michael G. Collins, Kevin A. Gluck
Integrating Methods to Improve Model-based Performance Prediction. CogSci (2019)
Ion Juvina, Michael G. Collins, Othalia Larue, William G. Kennedy, Ewart de Visser, Celso de Melo
Toward a Unified Theory of Learned Trust in Interpersonal and Human-Machine Interactions. ACM Trans. Interact. Intell. Syst. 9 (4) (2019)
Michael G. Collins, Kevin A. Gluck
Using Bayesian Hierarchical Modeling and DataShop to Inform Parameter Estimation with the Predictive Performance Equation. CogSci (2018)
Michael G. Collins, Kevin A. Gluck, Matthew M. Walsh, Michael Krusmark
Using Prior Data to Inform Initial Performance Predictions of Individual Students. CogSci (2017)
Michael G. Collins, Ion Juvina, Kevin A. Gluck
Game-Specific and Player-Specific Knowledge Combine to Drive Transfer of Learning Between Games of Strategic Interaction. SBP-BRiMS (2016)
Michael G. Collins, Kevin A. Gluck, Matthew M. Walsh, Michael Krusmark, Glenn Gunzelmann
Using Prior Data to Inform Model Parameters in the Predictive Performance Equation. CogSci (2016)
Michael G. Collins, Kevin A. Gluck, Tiffany S. Jastrzembski
DataShopping for Performance Predictions. HCI (15) (2015)
Matthew M. Walsh, Michael G. Collins, Kevin A. Gluck
Verbal Reports Reveal Strategies in Multiple-Cue Probabilistic Inference. CogSci (2015)
Michael G. Collins, John J. Barton
Crossfire: multiprocess, cross-browser, open-web debugging protocol. OOPSLA Companion (2011)