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Meta-learning applied to data streams problems

Grant number: 08/11569-6
Support Opportunities:Scholarships in Brazil - Doctorate
Start date: May 01, 2009
End date: March 31, 2013
Field of knowledge:Physical Sciences and Mathematics - Computer Science
Principal Investigator:André Carlos Ponce de Leon Ferreira de Carvalho
Grantee:André Luis Debiaso Rossi
Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
News published in Agência FAPESP Newsletter about the scholarship:
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VEICULO: TITULO (DATA)
VEICULO: TITULO (DATA)

Scientific publications
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
DEBIASO ROSSI, ANDRE LUIS; DE SOUZA, BRUNO FERES; SOARES, CARLOS; DE LEON FERREIRA DE CARVALHO, ANDRE CARLOS PONCE. A guidance of data stream characterization for meta-learning. Intelligent Data Analysis, v. 21, n. 4, p. 1015-1035, . (08/11569-6)
DEBIASO ROSSI, ANDRE LUIS; SOARES, CARLOS; DE SOUZA, BRUNO FERES; PONCE DE LEON FERREIRA DE CARVALHO, ANDRE CARLOS. Micro-MetaStream: Algorithm selection for time-changing data. INFORMATION SCIENCES, v. 565, p. 262-277, . (08/11569-6)
Academic Publications
(References retrieved automatically from State of São Paulo Research Institutions)
ROSSI, André Luis Debiaso. Metalearning for algorithm selection in data strams. 2013. Doctoral Thesis - Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC/SB) São Carlos.