Self Hyper-Parameter Tuning for Data Streams

The widespread usage of smart devices and sensors together with the ubiquity of the Internet access is behind the exponential growth of data streams. Nowadays, there are hundreds of machine learning algorithms able to process high-speed data streams. However, these algorithms rely on human expertise...

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Bibliographic Details
Main Author: Veloso, Bruno (author)
Other Authors: Gama, João (author), Malheiro, Benedita (author)
Format: bookPart
Language:eng
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10400.22/12114
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/12114