Evolutionary ensemble learning
MI Heywood - Handbook of Evolutionary Machine Learning, 2023 - Springer
Abstract Evolutionary Ensemble Learning (EEL) provides a general approach for scaling
evolutionary learning algorithms to increasingly complex tasks. This is generally achieved …
evolutionary learning algorithms to increasingly complex tasks. This is generally achieved …
Mortality risk evaluation: a proposal for intensive care units patients exploring machine learning methods
ARR de Souza, FN Ferreira, RB Lambrecht… - Brazilian Conference on …, 2022 - Springer
The high availability of clinical data and a heterogeneous and complex patient population
makes Intensive Care Units (ICUs) environments opportune for developing a system that …
makes Intensive Care Units (ICUs) environments opportune for developing a system that …
Evolutionary algorithms for learning ensembles of interpretable classifiers
HEL Cagnini - 2022 - meriva.pucrs.br
Classification is the machine learning task of categorizing instances into classes. There are
several algorithms in the literature that perform classification, with varying degrees of …
several algorithms in the literature that perform classification, with varying degrees of …