Michael G. Collins

According to our database, Michael G. Collins authored at least 15 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

Proceedings of the 14th International Conference on Educational Data Mining, 2021

Additional acquisition sessions monotonically benefit retention and relearning.

Joshua Fiechter, Florian Sense, Michael G. Collins, Michael Krusmark, Tiffany S. Jastrzembski

Proceedings of the 43th Annual Meeting of the Cognitive Science Society, 2021

Exploring Online Goal Inference in Real World Environments.

Michael G. Collins, Alexander Hough, Michael Lee, Jayde King

Proceedings of the 43th Annual Meeting of the Cognitive Science Society, 2021

2020

Using K-means Clustering for Out-of-Sample Predictions of Memory Retention.

Florian Sense, Michael G. Collins, Tiffany S. Jastrzembski, Michael Krusmark

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

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

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

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

Integrating Methods to Improve Model-based Performance Prediction.

Michael G. Collins, Kevin A. Gluck

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Using Bayesian Hierarchical Modeling and DataShop to Inform Parameter Estimation with the Predictive Performance Equation.

Michael G. Collins, Kevin A. Gluck

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Using Prior Data to Inform Initial Performance Predictions of Individual Students.

Michael G. Collins, Kevin A. Gluck, Matthew M. Walsh, Michael Krusmark

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

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

Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

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

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

DataShopping for Performance Predictions.

Michael G. Collins, Kevin A. Gluck, Tiffany S. Jastrzembski

Proceedings of the Foundations of Augmented Cognition, 2015

Verbal Reports Reveal Strategies in Multiple-Cue Probabilistic Inference.

Matthew M. Walsh, Michael G. Collins, Kevin A. Gluck

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2011

Crossfire: multiprocess, cross-browser, open-web debugging protocol.

Michael G. Collins, John J. Barton

Proceedings of the Companion to the 26th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2011