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    2014    Sciences pour l'environnement   

    Journal articles5 documents

    • Wani Tamas, Gilles Notton, Christophe Paoli, Cyril Voyant, Marie Laure Nivet, et al.. Urban ozone concentration forecasting with artificial neural network in Corsica. Mathematical modelling in Civil Engineering, 2014, 1, pp.33-41. ⟨hal-01062312⟩
    • 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. Solar Energy, Elsevier, 2014. ⟨hal-00932955⟩
    • Kahina Dahmani, Rabah Dizene, Gilles Notton, Christophe Paoli, Cyril Voyant, et al.. Estimation of 5-min time-step data of tilted solar global irradiation using ANN model. Energy, Elsevier, 2014, 70, pp.374-381. ⟨hal-01060219⟩
    • Cyril Voyant, Gilles Notton, Christophe Paoli, Marie Laure Nivet, Marc Muselli, et al.. Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting. International Journal of Energy Technology and Policy, Inderscience, 2014. ⟨hal-00934872⟩
    • Cyril Voyant, Wani Tamas, Marie Laure Nivet, Gilles Notton, Christophe Paoli, et al.. Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method. International Journal of Modelling, Identification and Control, Inderscience, 2014. ⟨hal-01020794⟩

    Conference papers3 documents

    • Cyril Voyant, Marie Laure Nivet, Christophe Paoli, Marc Muselli, Gilles Notton. Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions. International Conference on Mathematical Modeling in Physical Sciences 2014, Aug 2014, Madrid, Spain. ⟨hal-00984948⟩
    • Wani Tamas, Gilles Notton, Christophe Paoli, Cyril Voyant, Marie Laure Nivet. Prédiction de concentration horaire d'ozone et de PM10 avec des Réseaux de Neurones Artificiels. Séminaire Charmex SOP1, Jan 2014, Toulouse, France. ⟨hal-01062345⟩
    • Cédric Join, Cyril Voyant, Michel Fliess, Marc Muselli, Marie-Laure Nivet, et al.. Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study. 3rd International Symposium on Environment-Friendly Energies and Applications, EFEA 2014, Nov 2014, Paris, France. ⟨hal-01068569⟩