3 citations · 3 across the 2 of their papers we have counts for
3 papers
stat.ML2026
Quality Diversity for Reliable Data Driven Time-Use Optimization
Aneta Neumann, Ty Stanford, Dorothea Dumuid +1
The daily allocation of the finite 24-hour time budget is strongly associated with physical, mental, and cognitive health. While predictive models can estimate the relationship bet…
stat.ME2024★ 3 cited
Bayesian multilevel compositional data analysis with the R package multilevelcoda
Flora Le, Dorothea Dumuid, Tyman E. Stanford +1
Multilevel compositional data, such as data sampled over time that are non-negative and sum to a constant value, are common in various fields. However, there is currently no softwa…
cs.NE2022
Evolutionary Time-Use Optimization for Improving Children's Health Outcomes
Yue Xie, Aneta Neumann, Ty Stanford +3
How someone allocates their time is important to their health and well-being. In this paper, we show how evolutionary algorithms can be used to promote health and well-being by opt…