Michael Krusmark

According to our database, Michael Krusmark authored at least 16 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of five.
• 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

Fuzzy Performance Profiles: Towards Personalized CPR Refresher Training.

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

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Extending the Predictive Performance Equation to Account for Multivariate Performance.

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

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 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 43rd 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

Path visualization: a method for objective measurement of spatial visualization.

Don R. Lyon, Glenn Gunzelmann, Michael Krusmark

Spatial Cogn. Comput., 2019

An Integrated Trial-Level Performance Measure: Combining Accuracy and RT to Express Performance During Learning.

Florian Sense, Tiffany S. Jastrzembski, Michael Krusmark, Siera Martinez, Hedderik van Rijn

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

Deconvolving a Complex, Real-Life Task: Do standard lab tasks predict CPR learning and retention?

Sarah C. Maaß, Florian Sense, Michael Krusmark, Kevin A. Gluck, Hedderik van Rijn

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

2017

Personalizing Training to Acquire and Sustain Competence Through Use of a Cognitive Model.

Tiffany S. Jastrzembski, Matthew M. Walsh, Michael Krusmark, Suzan Kardong-Edgren, Marilyn Oermann, Karey Dufour, Teresa Millwater, Kevin A. Gluck, Glenn Gunzelmann, Jack Harris, Dimitrios Stefanidis

Proceedings of the Augmented Cognition. Enhancing Cognition and Behavior in Complex Human Environments, 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

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

2010

Validating Computational Cognitive Process Models across Multiple Timescales.

Christopher W. Myers, Kevin A. Gluck, Glenn Gunzelmann, Michael Krusmark

J. Artif. Gen. Intell., 2010

Simultaneous performance exploration and optimized search with volunteer computing.

L. Richard Moore, Matthew Kopala, Thomas Mielke, Michael Krusmark, Kevin A. Gluck

Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

2007

Cognitive Control in a Computational Model of the Predator Pilot.

Kevin A. Gluck, Jerry T. Ball, Michael Krusmark

Proceedings of the Integrated Models of Cognitive Systems., 2007