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Marielle Malfante
Marielle Malfante
Chercheur en intelligence artificielle, CEA Grenoble
Adresse e-mail validée de cea.fr
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Machine learning for volcano-seismic signals: Challenges and perspectives
M Malfante, M Dalla Mura, JP Métaxian, JI Mars, O Macedo, A Inza
IEEE Signal Processing Magazine 35 (2), 20-30, 2018
1082018
Automatic fish sounds classification
M Malfante, JI Mars, M Dalla Mura, C Gervaise
The Journal of the Acoustical Society of America 143 (5), 2834-2846, 2018
402018
Automatic classification of volcano seismic signatures
M Malfante, M Dalla Mura, JI Mars, JP Métaxian, O Macedo, A Inza
Journal of Geophysical Research: Solid Earth 123 (12), 10,645-10,658, 2018
312018
Automatic fish sounds classification
M Malfante, M Dalla Mura, JI Mars, C Gervaise
The Journal of the Acoustical Society of America 139 (4), 2115-2116, 2016
132016
Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD
PEE Lara, CAR Fernandes, A Inza, JI Mars, JP Métaxian, M Dalla Mura, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
122020
Use of deep features for the automatic classification of fish sounds
M Malfante, O Mohammed, C Gervaise, M Dalla Mura, JI Mars
2018 OCEANS-MTS/IEEE Kobe Techno-Oceans (OTO), 1-5, 2018
92018
Machine learning for automatic classification of volcano-seismic signatures
M Malfante, M Dalla Mura, JI Mars, JP Métaxian
2017 25th European Signal Processing Conference (EUSIPCO), 2393-2397, 2017
52017
A machine-learning approach for automatic classification of volcanic seismicity at La Soufrière Volcano, Guadeloupe
A Falcin, JP Métaxian, J Mars, É Stutzmann, JC Komorowski, R Moretti, ...
Journal of Volcanology and Geothermal Research 411, 107151, 2021
42021
Deep anomaly detection using self-supervised learning: application to time series of cellular data
R Bailly, M Malfante, C Allier, L Ghenim, J Mars
3rd International Conference on Advances in Signal Processing and Artificial …, 2021
32021
Tensor-Based Learning Framework for Automatic Multichannel Volcano-Seismic Classification
AAT Peixoto, CAR Fernandes, PEE Lara, A Inza, JI Mars, JP Metaxian, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
12021
Automatic classification of natural signals for environmental monitoring
M Malfante
Université Grenoble Alpes, 2018
12018
Automatic classification of seismo-volcanic signatures
M Malfante, M Dalla Mura, J Mars, O Macedo, A Inza, JP Métaxian
EGU General Assembly Conference Abstracts 19, 8842, 2017
12017
Sismo-volcano classification in real time based on Empirical Mode Decomposition (EMD) and Machine Learning
A Inza, PE Lara, C Alexandre, JP Metaxian, J Mars, M Malfante, ...
AGU Fall Meeting, 2020
2020
Towards Earthquake Prediction?
C Voisin, E Delouche, M Malfante, M Dalla Mura, J Mars
AGU Fall Meeting Abstracts 2019, S53C-0511, 2019
2019
Apprentissage statistique: classification automatique de signaux volcano-sismiques
M Malfante, M Dalla Mura, B Boullay, JP Métaxian, J Mars
GRETSI 2017-XXVIème Colloque francophone de traitement du signal et des images, 2017
2017
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