Morgan Mangeas

According to our database, Morgan Mangeas authored at least 16 papers between 1993 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Confronting Deep-Learning and Biodiversity Challenges for Automatic Video-Monitoring of Marine Ecosystems.

Sébastien Villon, Corina Iovan, Morgan Mangeas, Laurent Vigliola

Sensors, 2022

Tropical Cyclone Impact and Forest Resilience in the Southwestern Pacific.

Baptiste Delaporte, Thomas Ibanez, Marc Despinoy, Morgan Mangeas, Christophe Menkes

Remote. Sens., 2022

2021

Assessment of Deep Learning Techniques for Land Use Land Cover Classification in Southern New Caledonia.

Guillaume Rousset, Marc Despinoy, Konrad Schindler, Morgan Mangeas

Remote. Sens., 2021

Automatic underwater fish species classification with limited data using few-shot learning.

Sébastien Villon, Corina Iovan, Morgan Mangeas, Thomas Claverie, David Mouillot, Sébastien Villéger, Laurent Vigliola

Ecol. Informatics, 2021

2020

A Mapping Review on Urban Landscape Factors of Dengue Retrieved from Earth Observation Data, GIS Techniques, and Survey Questionnaires.

Renaud Marti, Zhichao Li, Thibault Catry, Emmanuel Roux, Morgan Mangeas, Pascal Handschumacher, Jean Gaudart, Annelise Tran, Laurent Demagistri, Jean-François Faure, José Joaquín Carvajal, Bruna Drumond, Lei Xu, Vincent Herbreteau, Helen Gurgel, Nadine Dessay, Peng Gong

Remote. Sens., 2020

2019

A spatially explicit integrative model for estimating the risk of wildfire impacts in New-Caledonia.

Morgan Mangeas, Jérémy André, Céline Gomez, Marc Despinoy, Guillaume Wattelez, Touraïvane

Int. J. Parallel Emergent Distributed Syst., 2019

2018

Regolith-geology mapping with support vector machine: A case study over weathered Ni-bearing peridotites, New Caledonia.

Florian de Boissieu, Brice Sevin, Thomas Cudahy, Morgan Mangeas, Stéphane Chevrel, Cindy Ong, Andrew Rodger, Pierre Maurizot, Carsten Laukamp, Ian C. Lau, Touraïvane, Dominique Cluzel, Marc Despinoy

Int. J. Appl. Earth Obs. Geoinformation, 2018

2016

A Statistical Algorithm for Estimating Chlorophyll Concentration in the New Caledonian Lagoon.

Guillaume Wattelez, Cécile Dupouy, Morgan Mangeas, Jérôme Lefèvre, Touraïvane, Robert Frouin

Remote. Sens., 2016

2005

Le système EAUNET. Un système d'information intégrant une modélisation dynamique des risques de pollution pour l'aide à la gestion de l'eau douce.

Morgan Mangeas, Christine Largouët, Touraïvane, Didier Lille

Ingénierie des Systèmes d Inf., 2005

2003

Road Singularities Detection and Classification.

Ana Paula Leitão, Sorin Tilie, Morgan Mangeas, Jean-Philippe Tarel, Vincent Vigneron, Sylvie Lelandais-Bonade

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2001

Modèles de réseaux de neurones pour l'analyse des séries temporelles ou la régression - Estimation, identification, méthode d'élagage SSM.

Joseph Rynkiewicz, Marie Cottrell, Morgan Mangeas, Jian-Feng Yao

Rev. d'Intelligence Artif., 2001

1997

Neural Model Selection: How to Determine the Fittest Criterion?

Morgan Mangeas

Proceedings of the Artificial Neural Networks, 1997

New criterion of identification in the multilayered perceptron modelling.

Morgan Mangeas, Marie Cottrell, Jian-Feng Yao

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1995

Neural modeling for time series: A statistical stepwise method for weight elimination.

Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas, Corinne Muller

IEEE Trans. Neural Networks, 1995

Nonlinear gated experts for time series: discovering regimes and avoiding overfitting.

Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava

Int. J. Neural Syst., 1995

1993

Time series and neural: a statistical method for weight elimination.

Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas

Proceedings of the 1st European Symposium on Artificial Neural Networks, 1993