3 papers
q-bio.PE2025
Modelling \textit{Aedes albopictus} management, incorporating immigration and bi-directional \textit{Wolbachia} interactions
Matthew Ryan, Manuela Mendiolar, Dan Pagendam +2
\textit{Aedes albopictus} mosquitoes are competent vectors for the spread of at least 24 different arboviruses, including dengue, Ross River, and Japanese encephalitis viruses. How…
stat.AP2024
CQUESST: A dynamical stochastic framework for predicting soil-carbon sequestration
Dan Pagendam, Jeff Baldock, David Clifford +5
A statistical framework we call CQUESST (Carbon Quantification and Uncertainty from Evolutionary Soil STochastics), which models carbon sequestration and cycling in soils, is appli…
cs.LG2023
Exploiting Field Dependencies for Learning on Categorical Data
Zhibin Li, Piotr Koniusz, Lu Zhang +2
Traditional approaches for learning on categorical data underexploit the dependencies between columns (\aka fields) in a dataset because they rely on the embedding of data points d…