Mortality forecasting using stacked regression ensembles

SR Kessy, M Sherris, AM Villegas… - Scandinavian Actuarial …, 2022 - Taylor & Francis
Many alternative approaches for selecting mortality models and forecasting mortality have
been proposed. The usual practice is to base forecasts on a single mortality model selected …

Enhancing forecast accuracy using combination methods for the hierarchical time series approach

R AH Mohamed - Plos one, 2023 - journals.plos.org
This study aims to investigate whether combining forecasts generated from different models
can improve forecast accuracy rather than individual models using the hierarchical time …

Active learning using conformal predictors: application to image classification

LE Makili, JAV Sánchez… - Fusion Science and …, 2012 - Taylor & Francis
This paper addresses the problem of finding a minimal and good enough training data set
for classification purposes by using active learning and conformal predictors. Active learning …

Mortality forecasting with ensembles and combinations

S Kessy - 2023 - unsworks.unsw.edu.au
Many alternative approaches for selecting mortality models and calibration periods have
been proposed. The usual practice is to base forecasts on a single mortality model se-lected …