arXiv Machine Learning

Black box behavioural modelling: Predicting human activity schedules with a deep conditional generative approach

arXiv:2512. 04223v2 Announce Type: replace Abstract: Modelling the complexity and diversity of human activity scheduling behaviour is inherently challenging.

arXiv AI
Jul 1

A time-series classification framework for individual-level absenteeism prediction under severe class imbalance

arXiv:2606. 31532v1 Announce Type: new Abstract: Staff absenteeism imposes substantial operational costs in high-demand work environments such as healthcare, emergency services, meat processing, construction, and courier and delivery services, where proactive workforce planning depends on reliable individual-level absence prediction.

By Kwong Ho Li, Matthew Roughan, Wathsala Karunarathne
arXiv Machine Learning
Jul 10

Bayesian Deep Learning for Discrete Choice

arXiv:2505. 18077v3 Announce Type: replace-cross Abstract: Discrete choice models (DCMs) are used to analyze individual decision-making in contexts such as transportation choices, political elections, and consumer preferences.

By Daniel F. Villarraga, Ricardo A. Daziano