Active Learning Genetic programming for record deduplication

The great majority of genetic programming (GP) algorithms that deal with the classification problem follow a supervised approach, i.e., they consider that all fitness cases available to evaluate their models are labeled. However, in certain application domains, a lot of human effort is required to l...

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Bibliographic Details

Published in:	IEEE Congress on Evolutionary Computation pp. 1 - 8
Main Authors:	de Freitas, Junio, Pappa, Gisele L., da Silva, Altigran S., Gonccalves, Marcos A., Moura, Edleno, Veloso, Adriano, Laender, Alberto H.F., de Carvalho, Moises G.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2010
Subjects:	Decision support systems Genetic programming Labeling Learning Training Training data
ISBN:	1424469090, 9781424469093
ISSN:	1089-778X
Online Access:	Get full text
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