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2010 – 2019
- 2015
[j2]Cyril Voyant
, Wani W. Tamas, Marie-Laure Nivet, Gilles Notton, Christophe Paoli, Aurélia Balu, Marc Muselli:
Meteorological time series forecasting with pruned multi-layer perceptron and two-stage Levenberg-Marquardt method. Int. J. Model. Identif. Control. 23(3): 287-294 (2015)- [j1]Cyril Voyant, Marie-Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton:
Heterogeneous transfer functions multi-layer perceptron (MLP) for meteorological time series forecasting. Int. J. Model. Simul. Sci. Comput. 6(2): 1550013:1-1550013:7 (2015) - 2014
- [i14]Cyril Voyant, Pierrick Haurant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet:
Time series modeling and large scale global solar radiation forecasting from geostationary satellites data. CoRR abs/1401.4644 (2014) - [i13]Cyril Voyant, Gilles Notton, Christophe Paoli, Marie-Laure Nivet, Marc Muselli, Kahina Dahmani:
Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting. CoRR abs/1401.6002 (2014) - [i12]Cyril Voyant, Marie-Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton:
Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions. CoRR abs/1404.7255 (2014) - [i11]Cyril Voyant, Wani W. Tamas, Marie-Laure Nivet, Gilles Notton, Christophe Paoli, Aurélia Balu, Marc Muselli:
Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method. CoRR abs/1407.2169 (2014) - [i10]Cédric Join, Cyril Voyant, Michel Fliess, Marc Muselli, Marie-Laure Nivet, Christophe Paoli, Frédéric Chaxel:
Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study. CoRR abs/1409.7476 (2014) - 2013
- [i9]Cyril Voyant, Christophe Paoli, Marc Muselli, Marie-Laure Nivet:
Multi-horizon solar radiation forecasting for Mediterranean locations using time series models. CoRR abs/1307.6179 (2013) - [i8]Cyril Voyant, Wani W. Tamas, Christophe Paoli, Aurélia Balu, Marc Muselli, Marie-Laure Nivet, Gilles Notton:
Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method. CoRR abs/1308.1940 (2013) - [i7]Cyril Voyant, C. Darras, Marc Muselli, Christophe Paoli, Marie-Laure Nivet, Philippe Poggi:
Bayesian rules and stochastic models for high accuracy prediction of solar radiation. CoRR abs/1309.4999 (2013) - 2012
- [i6]Cyril Voyant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet:
Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation. CoRR abs/1201.1613 (2012) - [i5]Philippe Lauret, Auline Rodler, Marc Muselli, Mathieu David, Hadja Diagne, Cyril Voyant:
A Bayesian Model Committee Approach to Forecasting Global Solar Radiation. CoRR abs/1203.5446 (2012) - [i4]Cyril Voyant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet:
Hybrid methodology for hourly global radiation forecasting in Mediterranean area. CoRR abs/1211.2378 (2012) - 2010
- [i3]Cyril Voyant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet, Philippe Poggi, Pierrick Haurant:
Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks. CoRR abs/1001.2097 (2010)
2000 – 2009
- 2009
- [c1]Christophe Paoli, Cyril Voyant, Marc Muselli, Marie-Laure Nivet:
Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks. ICIC (1) 2009: 898-907 - [i2]Cyril Voyant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet, Philippe Poggi:
Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks. CoRR abs/0905.3569 (2009) - [i1]Christophe Paoli, Cyril Voyant, Marc Muselli, Marie-Laure Nivet:
Solar radiation forecasting using ad-hoc time series preprocessing and neural networks. CoRR abs/0906.0311 (2009)
Coauthor Index
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