Using a genetic algorithm to optimize a stacking ensemble in data streaming scenarios

The requirements of Machine Learning applications are changing rapidly. Machine Learning models need to deal with increasing volumes of data, and need to do so quicker as responses are expected more than ever in real-time. Plus, sources of data are becoming more and more dynamic, with patterns that...

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Bibliographic Details
Main Author: Ramos, Diogo (author)
Other Authors: Carneiro, Davide (author), Novais, Paulo (author)
Format: article
Language:eng
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/1822/68102
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/68102