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

Facultad Ingeniería

Producción científica: Contribución a los tipos de informe/libro › 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
Páginas	585-598
Número de páginas	14
Volumen	33
DOI	https://doi.org/10.1007/3-540-31182-3_54
Estado	Publicada - 2006

Serie de la publicación

Nombre	Advances in Soft Computing
Volumen	33
ISSN (versión impresa)	16153871
ISSN (versión digital)	18600794

Áreas temáticas de ASJC Scopus

Mecánica computacional
Informática aplicada
Informática (miscelánea)

Acceder al documento

10.1007/3-540-31182-3_54

Otros archivos y enlaces

Link to publication in Scopus

Citar esto

@inbook{992a71f527ff4e4b9a42c8b7cc2b01bd,

title = "Modular neural network applied to non-stationary time series",

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",

year = "2006",

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

language = "English",

isbn = "3540228071",

volume = "33",

series = "Advances in Soft Computing",

pages = "585--598",

booktitle = "Computational Intelligence, Theory and Applications",

}

TY - CHAP

T1 - Modular neural network applied to non-stationary time series

AU - Allende, Héctor

AU - Salas, Rodrigo

AU - Torres, Romina

AU - Moraga, Claudio

PY - 2006

Y1 - 2006

N2 - 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.

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.

UR - http://www.scopus.com/inward/record.url?scp=33845449057&partnerID=8YFLogxK

U2 - 10.1007/3-540-31182-3_54

DO - 10.1007/3-540-31182-3_54

M3 - Chapter

AN - SCOPUS:33845449057

SN - 3540228071

SN - 9783540228073

VL - 33

T3 - Advances in Soft Computing

SP - 585

EP - 598

BT - Computational Intelligence, Theory and Applications

ER -

Modular neural network applied to non-stationary time series

Resumen

Serie de la publicación

Áreas temáticas de ASJC Scopus

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto