Morgan Mangeas

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 9

Top Topics

Earth Observation

Weakly Supervised

Top Venues

Ecol. Informatics

Int. J. Parallel Emergent Distributed Syst.

Publications

Sébastien Villon, Corina Iovan, Morgan Mangeas, Laurent Vigliola
Toward an artificial intelligence-assisted counting of sharks on baited video. Ecol. Informatics 80 (2024)
Sébastien Villon, Corina Iovan, Morgan Mangeas, Laurent Vigliola
Confronting Deep-Learning and Biodiversity Challenges for Automatic Video-Monitoring of Marine Ecosystems. Sensors 22 (2) (2022)
Baptiste Delaporte, Thomas Ibanez, Marc Despinoy, Morgan Mangeas, Christophe Menkes
Tropical Cyclone Impact and Forest Resilience in the Southwestern Pacific. Remote. Sens. 14 (5) (2022)
Guillaume Rousset, Marc Despinoy, Konrad Schindler, Morgan Mangeas
Assessment of Deep Learning Techniques for Land Use Land Cover Classification in Southern New Caledonia. Remote. Sens. 13 (12) (2021)
Sébastien Villon, Corina Iovan, Morgan Mangeas, Thomas Claverie, David Mouillot, Sébastien Villéger, Laurent Vigliola
Automatic underwater fish species classification with limited data using few-shot learning. Ecol. Informatics 63 (2021)
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
A Mapping Review on Urban Landscape Factors of Dengue Retrieved from Earth Observation Data, GIS Techniques, and Survey Questionnaires. Remote. Sens. 12 (6) (2020)
Morgan Mangeas, Jérémy André, Céline Gomez, Marc Despinoy, Guillaume Wattelez, Touraïvane
A spatially explicit integrative model for estimating the risk of wildfire impacts in New-Caledonia. Int. J. Parallel Emergent Distributed Syst. 34 (1) (2019)
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
Regolith-geology mapping with support vector machine: A case study over weathered Ni-bearing peridotites, New Caledonia. Int. J. Appl. Earth Obs. Geoinformation 64 (2018)
Guillaume Wattelez, Cécile Dupouy, Morgan Mangeas, Jérôme Lefèvre, Touraïvane, Robert Frouin
A Statistical Algorithm for Estimating Chlorophyll Concentration in the New Caledonian Lagoon. Remote. Sens. 8 (1) (2016)
Morgan Mangeas, Christine Largouët, Touraïvane, Didier Lille
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. Ingénierie des Systèmes d Inf. 10 (4) (2005)
Ana Paula Leitão, Sorin Tilie, Morgan Mangeas, Jean-Philippe Tarel, Vincent Vigneron, Sylvie Lelandais-Bonade
Road Singularities Detection and Classification. ESANN (2003)
Joseph Rynkiewicz, Marie Cottrell, Morgan Mangeas, Jian-Feng Yao
Modèles de réseaux de neurones pour l'analyse des séries temporelles ou la régression - Estimation, identification, méthode d'élagage SSM. Rev. d'Intelligence Artif. 15 (3-4) (2001)
Morgan Mangeas, Marie Cottrell, Jian-Feng Yao
New criterion of identification in the multilayered perceptron modelling. ESANN (1997)
Morgan Mangeas
Neural Model Selection: How to Determine the Fittest Criterion? ICANN (1997)
Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas, Corinne Muller
Neural modeling for time series: A statistical stepwise method for weight elimination. IEEE Trans. Neural Networks 6 (6) (1995)
Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava
Nonlinear gated experts for time series: discovering regimes and avoiding overfitting. Int. J. Neural Syst. 6 (4) (1995)
Marie Cottrell, Bernard Girard, Yvonne Girard, Morgan Mangeas
Time series and neural: a statistical method for weight elimination. ESANN (1993)