Retour d'expériences des inondations survenues dans le departement du Var les 15 et 16 juins 2010, 2010. ,
, Neural Networks: Friends or Foes? Sensor Review, vol.17, 1981.
Rainfall-runoff Modeling of Flash Floods in the Absence of Rainfall Forecasts: the Case of, App. Intelligence, vol.35, pp.178-189, 2011. ,
Flash Flood Forecasting in Poorly Gauged Basins Using Neural Networks: Case Study of the Gardon de Mialet Basin, NHESS, vol.12, issue.11, pp.3307-3331, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-02365588
How to Be a Gray Box: Dynamic Semi-Physical Modeling, Neural Networks, vol.14, issue.9, p.96, 2001. ,
URL : https://hal.archives-ouvertes.fr/hal-00922197
Neural Networks: From Black Box towards Transparent Box -Application to Evapotranspiration Modelling, Int. Journal of Comp. Int, vol.24, issue.1, p.162, 2007. ,
KnoX method, or Knowledge eXtraction from neural network model. Case study on the Lez karst aquifer (southern France), J. Hydrol, vol.507, pp.19-32 ,
URL : https://hal.archives-ouvertes.fr/hal-02410268
Identification of spatial and temporal contributions of rainfalls to flash floods using neural network modelling: case study on the Lez basin (southern France) Hydrol, Earth Syst. Sci, vol.19, pp.4397-4410, 2015. ,
Influence of the Initialization of Multilayer Perceptron for Flash Floods Forecasting: How Designing a Robust Model, pp.687-698, 2014. ,
Neural networks, methodology and applications, 2005. ,
Multilayer Feedforward Networks Are Universal Approximators, Neural Networks, vol.2, issue.5, pp.359-66, 1989. ,
Universal Approximation Bounds for Superpositions of a Sigmoidal Function, IEEE Trans. Inf. Theor, vol.39, issue.3, pp.930-975, 1993. ,
Neural Networks and Nonlinear Adaptive Filtering: Unifying Concepts and New Algorithms, Neural Comp, vol.5, issue.2, pp.165-99, 1993. ,
Neural Networks and the Bias/Variance Dilemma, Neural Computation, vol.4, issue.1, pp.1-58, 1992. ,
Nonlinear Black-Box Modeling in System Identification: A Unified Overview, Automatica, vol.31, issue.12, pp.1691-1724, 1995. ,
Cross-Validatory Choice and Assessment of Statistical Predictions (With Discussion), Journal of the Royal Statistical Society: Series B (Methodological), vol.38, issue.1, pp.102-102, 1976. ,
Ensemble Methods in Machine Learning, First Int. Workshop on Multiple Classifier Systems, pp.1-15, 2000. ,
River Flow Forecasting through Conceptual Models Part I -A Discussion of Principles, Journal of Hydrology, vol.10, issue.3, pp.282-90, 1970. ,
Spectral analysis and its applications, p.525, 1969. ,
Pour Une Meilleure Connaissance Des Systèmes Hydrologiques à Partir Des Analyses Corrélatoire et Spectrale, Journal of Hydrology, vol.67, issue.1-4, pp.25-43, 1984. ,