Modular neural network applied to non-stationary time series

Héctor Allende; Rodrigo Salas; Romina Torres; Claudio Moraga

doi:10.1007/3-540-31182-3_54

Modular neural network applied to non-stationary time series

Héctor Allende
, Rodrigo Salas
, Romina Torres
, Claudio Moraga

Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

3 Citas (Scopus)

Resumen

Modular artificial neural networks (MANN) have been used in the last years as clasification/forecasting machine, showing improved generalization capabilities that outperform those of single networks when the search space is stratified.

Idioma original	Inglés
Título de la publicación alojada	Computational Intelligence, Theory and Applications
Subtítulo de la publicación alojada	International Conference 8th Fuzzy Days in Dortmund, Germany, Sept. 29-Oct. 01, 2004 Proceedings
Editores	Bernd Reusch
Páginas	585-598
Número de páginas	14
DOI	https://doi.org/10.1007/3-540-31182-3_54
Estado	Publicada - 2006
Publicado de forma externa	Sí

Serie de la publicación

Nombre	Advances in Soft Computing
Volumen	33
ISSN (versión impresa)	1615-3871
ISSN (versión digital)	1860-0794

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Allende, H., Salas, R., Torres, R., & Moraga, C. (2006). Modular neural network applied to non-stationary time series. En B. Reusch (Ed.), Computational Intelligence, Theory and Applications: International Conference 8th Fuzzy Days in Dortmund, Germany, Sept. 29-Oct. 01, 2004 Proceedings (pp. 585-598). (Advances in Soft Computing; Vol. 33). https://doi.org/10.1007/3-540-31182-3_54

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abstract = "Modular artificial neural networks (MANN) have been used in the last years as clasification/forecasting machine, showing improved generalization capabilities that outperform those of single networks when the search space is stratified.",

author = "H{\'e}ctor Allende and Rodrigo Salas and Romina Torres and Claudio Moraga",

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doi = "10.1007/3-540-31182-3\_54",

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Allende, H, Salas, R, Torres, R & Moraga, C 2006, Modular neural network applied to non-stationary time series. En B Reusch (ed.), Computational Intelligence, Theory and Applications: International Conference 8th Fuzzy Days in Dortmund, Germany, Sept. 29-Oct. 01, 2004 Proceedings. Advances in Soft Computing, vol. 33, pp. 585-598. https://doi.org/10.1007/3-540-31182-3_54

Modular neural network applied to non-stationary time series. / Allende, Héctor; Salas, Rodrigo; Torres, Romina et al.
Computational Intelligence, Theory and Applications: International Conference 8th Fuzzy Days in Dortmund, Germany, Sept. 29-Oct. 01, 2004 Proceedings. ed. / Bernd Reusch. 2006. p. 585-598 (Advances in Soft Computing; Vol. 33).

Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

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AU - Torres, Romina

AU - Moraga, Claudio

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AB - Modular artificial neural networks (MANN) have been used in the last years as clasification/forecasting machine, showing improved generalization capabilities that outperform those of single networks when the search space is stratified.

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ER -

Modular neural network applied to non-stationary time series

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