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Marielle Malfante
Marielle Malfante
Chercheur en intelligence artificielle, CEA Grenoble
Dirección de correo verificada 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
1522018
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
572018
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
512018
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
262020
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
182021
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
172018
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
142016
Machine learning for automatic classification of volcano-seismic signatures
M Malfante, M Dalla Mura, JI Mars, JP Metaxian
2017 25th European Signal Processing Conference (EUSIPCO), 2393-2397, 2017
62017
Deep anomaly detection using self-supervised learning: application to time series of cellular data
R Bailly, M Malfante, C Allier, L Ghenim, JI Mars
ASPAI 2021-3rd International Conference on Advances in Signal Processing and …, 2021
52021
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
22021
Automatic classification of natural signals for environmental monitoring
M Malfante
Université Grenoble Alpes, 2018
22018
Vehicle detection on occupancy grid maps: comparison of five detectors regarding real-time performance
N Defauw, M Malfante, O Antoni, T Rakotovao, S Lesecq
Sensors 23 (3), 1613, 2023
12023
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
Identifying uncataloged low-frequency earthquake sources with deep learning
J Münchmeyer, S Giffard-Roisin, M Malfante, W Frank, P Poli, D Marsan, ...
EGU24, 2024
2024
Deep learning detects uncataloged low-frequency earthquakes across regions
J Münchmeyer, S Giffard-Roisin, M Malfante, W Frank, P Poli, D Marsan, ...
arXiv preprint arXiv:2311.13971, 2023
2023
Detecting abnormal cell behaviors from dry mass time series
R Bailly, M Malfante, C Allier, C Paviolo, L Ghenim, K Padmanabhan, ...
2023
Comparaison des capacités prédictives de réseaux de neurones, application à la masse sèche de cellules
R Bailly, M Malfante, C Allier, L Ghenim, J Mars
GRETSI 2023-29ème Colloque Francophone de Traitement du Signal et des Images, 2023
2023
Réduction du biais dans la classification de données sismique: méthodes de gestion des jeux de données asymétriques
C van Dinther, M Malfante, P Gaillard, Y Cano
GRETSI'2023, 2023
2023
Increasing the reliability of seismic classification: A comparison of strategies to deal with class size imbalanced datasets.
C van Dinther, M Malfante, P Gaillard, Y Cano
EGU General Assembly Conference Abstracts, EGU-16410, 2023
2023
Detecting low-frequency earthquakes with deep learning
J Münchmeyer, S Giffard-Roisin, M Malfante, D Marsan, A Socquet
EGU General Assembly Conference Abstracts, EGU-6369, 2023
2023
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Artículos 1–20