Evolutionary Design of the Classifier Ensemble

• Published in: Штучний інтелект
• Date: 2011
• Main Authors: Novoselova, N., Tom, I., Ablameyko, S.
• Format: Article
• Language: English
• Published: Інститут проблем штучного інтелекту МОН України та НАН України 2011
• Subjects: Обучающие и экспертные системы
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/60065
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Evolutionary Design of the Classifier Ensemble / N. Novoselova, I. Tom, S. Ablameyko // Штучний інтелект. — 2011. — № 3. — С. 429-438. — Бібліогр.: 13 назв. — англ.

This paper presents two novel approaches to evolutionary design of the classifier ensemble. The first one presents the task of one-objective optimization of feature set partitioning together with feature weighting for the construction of the inividual classifiers. The second approach deals with mult...