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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Detalhes bibliográficos
Autor principal: Duarte, J (author)
Outros Autores: João Gama (author)
Formato: book
Idioma:eng
Publicado em: 2014
Texto completo:https://hdl.handle.net/10216/83025
País:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/83025