Les Publications

Chapitres d'ouvrage

10 décembre 2021

Modelling non Measurable Processes by Neural Networks : Forecasting Underground Flow Case Study of the Céze Basin (Gard – France)

Anne Johannet, Pierre-Alain Ayral, Bernard Vayssade.

Advances and Innovations in Systems, Computing Sciences and Software Engineering, Springer Netherlands, pp.53-58, 2007, 978-1-4020-6264-3

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9 juin 2021

Flash Floods Forecasting in a Karstic Basin Using Neural Networks: the Case of the Lez Basin (South of France)

Line Kong a Siou, Anne Johannet, Séverin Pistre, Valérie Borrell-Estupina.

Bartolomé Andreo; Francisco Carrasco; Juan José Durán; James W. LaMoreaux. Advances in research in karst media, Springer, pp.215-221, 2010, Environmental Earth Sciences, 978-3-642-12485-3

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28 mai 2021

Modeling of Groundwater Level Using Artificial Neural Network Algorithm and WA-SVR Model

Shishir Gaur, Anne Johannet, Didier Graillot, Padam Jee Omar

Modeling of Groundwater Level Using Artificial Neural Network Algorithm and WA-SVR Model. Groundwater Resources Development and Planning in the Semi-Arid Region, Springer, pp.129-150, 2021, 978-3-030-68123-4.

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21 novembre 2020

Deep Multilayer Perceptron for Knowledge Extraction: Understanding the Gardon de Mialet Flash Floods Modeling

Bob Saint Fleur, Guillaume Artigue, Anne Johannet, Séverin Pistre.

Theory and Applications of Time Series Analysis – Selected Contributions from ITISE 2019, Springer International Publishing, pp.333-348, 2020, Contributions to Statistics, 978-3-030-56219-9

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10 avril 2019

Limits in Using Multiresolution Analysis to Forecast Turbidity by Neural Networks – Case Study on the Yport Basin, Normandie-France

Michaël Savary, Anne Johannet, Nicolas Massei, Jean Paul Dupont, Emmanuel Hauchard.

Eurokarst 2018, Besançon, pp.129-135, 2020, 978-3-030-14015-1

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23 septembre 2014

Neural Networks for Karst Spring Management – Case of the Lez Spring (Southern France)

Line Kong-A-Siou, Valérie Borrell-Estupina, Anne Johannet, Séverin Pistre.

Hydrogeological and Environmental Investigations in Karst Systems, Springer Berlin Heidelberg, pp.361-369, 2015

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