Tiffany S. Jastrzembski

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 7

Top Topics

Cognitive Models

Machine Learning Models

Predictive Accuracy

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)
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)
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)
Florian Sense, Tiffany S. Jastrzembski, Michael Krusmark, Siera Martinez, Hedderik van Rijn
An Integrated Trial-Level Performance Measure: Combining Accuracy and RT to Express Performance During Learning. CogSci (2019)
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
Personalizing Training to Acquire and Sustain Competence Through Use of a Cognitive Model. HCI (15) (2017)
Michael G. Collins, Kevin A. Gluck, Tiffany S. Jastrzembski
DataShopping for Performance Predictions. HCI (15) (2015)