MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data

Author:

Rossi André Luis Debiaso,de Carvalho André Carlos Ponce de Leon Ferreira,Soares Carlos,de Souza Bruno Feres

Funder

FAPESP

CAPES

CNPq

National Funds through the FCT - Fundação para a Ciência e a Tecnologia

KDUS

ERDF - European Regional Development Fund through the COMPETE Programme (operational programme for competitiveness) and by National Funds through the FCT

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference56 articles.

1. A few useful things to know about machine learning;Domingos;Communications of the ACM,2012

2. Knowledge Discovery from Data Streams;Gama,2010

3. Learning with drift detection;Gama,2004

4. Knowledge discovery in data streams with regression tree methods;Alberg;WIREs,2012

5. Dynamic weighted majority;Kolter;Journal of Machine Learning Research,2007

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