2 papers
stat.AP2025
Clustering country-level all-cause mortality data: a review
Pedro Menezes de Araujo, Isobel Claire Gormley, Thomas Brendan Murphy
Mortality data are relevant to demography, public health, and actuarial science. Whilst clustering is increasingly used to explore patterns in such data, no study has reviewed its…
cs.LG2025
Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data
Lucas R. C. Farias, Talita P. Silva, Pedro H. M. Araujo
This paper presents a multitask learning approach based on long-short-term memory (LSTM) networks for the joint prediction of arboviral outbreaks and case counts of dengue, chikung…