2 papers
stat.ME2025
Multinomial thresholded LASSO for interpretable dimension reduction of human activity sequences
Zuofu Huang, Yingling Fan, James Hodges +1
The widespread collection of data from mobile and wearable devices has created unprecedented opportunities to study human behavior in fine temporal resolution. One common structure…
stat.ME2024
Adjacency Matrix Decomposition Clustering for Human Activity Data
Martha Barnard, Yingling Fan, Julian Wolfson
Mobile apps and wearable devices accurately and continuously measure human activity; patterns within this data can provide a wealth of information applicable to fields such as tran…