Time series and neural: a statistical method for weight elimination. - Marie Cottrell; Bernard Girard; Yvonne Girard; Morgan Mangeas (ESANN, 1993)

Nonlinear gated experts for time series: discovering regimes and avoiding overfitting. - Andreas S. Weigend; Morgan Mangeas; Ashok N. Srivastava (Int. J. Neural Syst., 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)

New criterion of identification in the multilayered perceptron modelling. - Morgan Mangeas; Marie Cottrell; Jian-Feng Yao (ESANN, 1997)

Neural Model Selection: How to Determine the Fittest Criterion? - Morgan Mangeas (ICANN, 1997)

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)

Road Singularities Detection and Classification. - Ana Paula Leitão; Sorin Tilie; Morgan Mangeas; Jean-Philippe Tarel; Vincent Vigneron; Sylvie Lelandais-Bonade (ESANN, 2003)

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)

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)

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; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2018)

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)

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; et al. (Remote. Sens., 2020)

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)

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)

Tropical Cyclone Impact and Forest Resilience in the Southwestern Pacific. - Baptiste Delaporte; Thomas Ibanez; Marc Despinoy; Morgan Mangeas; Christophe Menkes (Remote. Sens., 2022)

Confronting Deep-Learning and Biodiversity Challenges for Automatic Video-Monitoring of Marine Ecosystems. - Sébastien Villon; Corina Iovan; Morgan Mangeas; Laurent Vigliola (Sensors, 2022)

Toward an artificial intelligence-assisted counting of sharks on baited video. - Sébastien Villon; Corina Iovan; Morgan Mangeas; Laurent Vigliola (Ecol. Informatics, 2024)