Ensembles of Adaptive Model Rules from High-Speed Data Streams

The volume and velocity of data is increasing at astonishing rates. In order to extract knowledge from this huge amount of information there is a need for efficient on-line learning algorithms. Rule-based algorithms produce models that are easy to understand and can be used almost offhand. Ensemble...

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Bibliographic Details
Main Author: Duarte, J (author)
Other Authors: João Gama (author)
Format: book
Language:eng
Published: 2014
Online Access:https://hdl.handle.net/10216/83025
Country:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/83025