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.ME2023
A flexible framework for synthesizing human activity patterns with application to sequential categorical data
Zuofu Huang, Julian Wolfson, Jayne A. Fulkerson +2
The ability to synthesize realistic data in a parametrizable way is valuable for a number of reasons, including privacy, missing data imputation, and evaluating the performance of…