Influence of the Initialization ofMultilayer Perceptron for Flash FloodForecasting: Design of a Robust Model

Thomas Darras (1, 2) , Anne Johannet (2) , Bernard Vayssade (3) , Line Kong a Siou (3) , Séverin Pistre (1)

1 HSM - Hydrosciences Montpellier
2 LGEI - Laboratoire de Génie de l'Environnement Industriel
3 C2MA - Centre des Matériaux des Mines d'Alès

Keywords: : flash flood; forecasting; neural network; model selection; cross validation.

Domains: Hydrology

Thomas Darras, Anne Johannet, Bernard Vayssade, Line Kong a Siou, Séverin Pistre. Influence of the Initialization ofMultilayer Perceptron for Flash FloodForecasting: Design of a Robust Model. International Work-Conference on Time Series Analysis, Jun 2014, Grenade, Spain. ⟨hal-02088935⟩