Conference paper
Neural Networks
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Committee C-Mantec: A Probabilistic Constructive Neural Network
J. L. Subirats, R. M. Luque, D. Urda, F. Ortega, J. M. Jerez, L. Franco
Lecture Notes in Computer Science•2013•Vol. 7902: 339-346
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1/1/2013
Publicado
Autores
R. M. Luque
D. Urda
Resumen
This paper introduces Committee C-Mantec, a probabilistic constructive neural network approach that combines ensemble methods with constructive learning algorithms. The method demonstrates improved generalization and robustness compared to single network approaches.
Palabras Clave
C-Mantec
Constructive Neural Networks
Ensemble Learning
Committee Machines
Probabilistic Models
Neural Networks
Acceso a la Publicación
Información de Publicación
Volumen
7902
Páginas
339-346
Publicado
1/1/2013
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0Conference