Micro-MetaStream: Algorithm selection for time-changing data

Author:

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

Funder

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

European Research Council

National Innovation Agency

Fundação de Amparo à Pesquisa do Estado de São Paulo

Foundation for Science and Technology

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference49 articles.

1. Predicting concept drift in data streams using metadata clustering;Anderson,2018

2. R. Anderson, Y.S. Koh, G. Dobbie, A. Bifet, Recurring concept meta-learning for evolving data streams, 2019.

3. Early drift detection method;Baena-Garcia,2006

4. Analysis of a random forests model;Biau;J. Mach. Learn. Res.,2012

5. Learning from time-changing data with adaptive windowing;Bifet,2007

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