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Streaming Multi-layer Ensemble Selection using Dynamic Genetic Algorithm

Published • Nov 1, 2021
NobleIDNI6P66W19R60S23
Authors:
Anh Vu Luong
,
Tien Thanh Nguyen
,
Alan Wee‐Chung Liew

Abstract

In this study, we introduce a novel framework for non-stationary data stream classification problems by modifying the Genetic Algorithm to search for the optimal configuration of a streaming multi-layer ensemble. We aim to connect the two sub-fields of non-stationary stream classification and evolut...

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