Arnold Mitnitski

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 2

Top Topics

Nearest Neighbor

Machine Learning Approaches

High Dimensional Spaces

Top Venues

Model. Assist. Stat. Appl.

PLoS Comput. Biol.

Publications

Spencer Farrell, Arnold Mitnitski, Kenneth Rockwood, Andrew D. Rutenberg
Interpretable machine learning for high-dimensional trajectories of aging health. PLoS Comput. Biol. 18 (1) (2022)
Spencer Farrell, Arnold Mitnitski, Kenneth Rockwood, Andrew Rutenberg
Interpretable machine learning for high-dimensional trajectories of aging health. CoRR (2021)
Arnold Mitnitski, Matthew Richard, Thomas Crowell, Kenneth Rockwood
Network visualization to discern patterns of relationships between symptoms in dementia. Model. Assist. Stat. Appl. 9 (4) (2014)
Peter Zhang, Kenneth Rockwood, Arnold Mitnitski
Applications of Data mining in a Web-enabled Caregiver-Report Tool for Symptom Relations in Dementia. DMIN (2007)
Xiaowei Song, Arnold Mitnitski, Jafna Cox, Kenneth Rockwood
Comparison of Machine Learning Techniques with Classical Statistical Models in Predicting Health Outcomes. MedInfo (2004)
Arnold Mitnitski, Alexander J. Mogilner, Chris MacKnight, Kenneth Rockwood
Data integration and knowledge discovery in biomedical databases. Reliable information from unreliable sources. Data Sci. J. 2 (2003)