174 search results - page 3 / 35 » Neural network ensembles for time series forecasting |
155
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ICIC
2009
Springer
16 years 17 days ago
2009
Springer
In this paper, we present an application of neural networks in the renewable energy domain. We have developed a methodology for the daily prediction of global solar radiation on a ...
162
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TNN
2008
15 years 5 months ago
2008
Abstract--Despite its great importance, there has been no general consensus on how to model the trends in time
190
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IWANN
1999
Springer
15 years 10 months ago
1999
Springer
A crucial problem in non-linear time series forecasting is to determine its auto-regressive order, in particular when the prediction method is non-linear. We show in this paper tha...
172
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AUSAI
2006
Springer
15 years 9 months ago
2006
Springer
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...
153
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JACIII
2010
15 years 4 months ago
2010
—This paper presents the applicability of artificial neural networks for 24 hour ahead solar power generation forecasting of a 20 kW photovoltaic system, the developed forecastin...