Výsledky vyhledávání - "Balu, Aurélia"

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Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method

Autor: Voyant, Cyril, Tamas, Wani W., Nivet, Marie Laure, Notton, Gilles, Paoli, Christophe, Balu, Aurélia, Muselli, Marc

A Multi-Layer Perceptron (MLP) defines a family of artificial neural networks often used in TS modeling and forecasting. Because of its "black box" aspect, many researchers refuse to use it. Moreover, the optimization (often based on the exhaustive a

Externí odkaz: http://arxiv.org/abs/1407.2169

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Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method

Autor: Voyant, Cyril, Tamas, Wani W., Paoli, Christophe, Balu, Aurélia, Muselli, Marc, Nivet, Marie Laure, Notton, Gilles

Publikováno v: International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Czech Republic (2013)

Externí odkaz: http://arxiv.org/abs/1308.1940

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Urban ozone concentration forecasting with artificial neural network in Corsica

Autor: Tamas, Wani W., Notton, Gilles, Paoli, Christophe, Voyant, Cyril, Nivet, Marie Laure, Balu, Aurélia

Atmospheric pollutants concentration forecasting is an important issue in air quality monitoring. Qualitair Corse, the organization responsible for monitoring air quality in Corsica (France) region, needs to develop a short-term prediction model to l

Externí odkaz: http://arxiv.org/abs/1306.0897

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