IEEE - Institute of Electrical and Electronics Engineers, Inc. - META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Rafael M. O. Cruz ; Robert Sabourin ; George D. C. Cavalcanti
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 8
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280594
Regular:

In Dynamic Ensemble Selection (DES) techniques, only the most competent classifiers are selected to classify a given query sample. Hence, the key issue in DES is how to estimate the competence of... View More

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