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» Neural Network Ensembles for Time Series Prediction

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ICANN
1997
Springer

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Predicting Time Series with Support Vector Machines

13 years 8 months ago

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Klaus-Robert Müller, Alex J. Smola, Gunnar R&...

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NCA
2008
IEEE

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The application of ridge polynomial neural network to multi-step ahead financial time series prediction

13 years 4 months ago

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Motivated by the slow learning properties of multilayer perceptrons (MLPs) which utilize computationally intensive training algorithms, such as the backpropagation learning algorit...

Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsi...

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SBRN
2006
IEEE

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A New Look at Nonlinear Time Series Prediction with NARX Recurrent Neural Network

13 years 10 months ago

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Jose M. P. Menezes Jr., Guilherme De A. Barreto

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AUSAI
2006
Springer

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Polynomial Pipelined Neural Network and Its Application to Financial Time Series Prediction

13 years 8 months ago

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A novel type of higher order pipelined neural network, the polynomial pipelined neural network, is presented. The network is constructed from a number of higher order neural networ...

Abir Jaafar Hussain, Adam Knowles, Paulo J. G. Lis...

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IWANN
2009
Springer

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Special Time Series Prediction: Creep of Concrete

13 years 11 months ago

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This paper presents an algorithm, different from the classical time series, specialised in extracting knowledge from time series. The algorithm,

Juan L. Pérez, Fernando Martínez Abe...

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