Marc Muselli

Publication Activity (10 Years)

Years Active: 2009-2015
Publications (10 Years): 0

Top Topics

Levenberg Marquardt

Stochastic Models

Weather Prediction

Solar Radiation

Top Venues

Int. J. Model. Simul. Sci. Comput.

Int. J. Model. Identif. Control.

Publications

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) (2015)
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) (2015)
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 (2014)
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 (2014)
Cyril Voyant, Marie-Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton
Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions. CoRR (2014)
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 (2014)
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 (2014)
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 (2013)
Cyril Voyant, Christophe Paoli, Marc Muselli, Marie-Laure Nivet
Multi-horizon solar radiation forecasting for Mediterranean locations using time series models. CoRR (2013)
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 (2013)
Cyril Voyant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet
Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation CoRR (2012)
Cyril Voyant, Marc Muselli, Christophe Paoli, Marie-Laure Nivet
Hybrid methodology for hourly global radiation forecasting in Mediterranean area CoRR (2012)
Philippe Lauret, Auline Rodler, Marc Muselli, Mathieu David, Hadja Diagne, Cyril Voyant
A Bayesian Model Committee Approach to Forecasting Global Solar Radiation CoRR (2012)
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 (2010)
Christophe Paoli, Cyril Voyant, Marc Muselli, Marie-Laure Nivet
Solar radiation forecasting using ad-hoc time series preprocessing and neural networks CoRR (2009)
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 (2009)
Christophe Paoli, Cyril Voyant, Marc Muselli, Marie-Laure Nivet
Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks. ICIC (1) (2009)