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Automatic fish sounds classification

 Marielle Malfante , Jerome I. Mars , Mauro Dalla Mura , Cedric Gervaise
Journal of the Acoustical Society of America, 2018, 143 (5), pp.2834 - 2846. ⟨10.1121/1.5036628⟩
Article dans une revue hal-01791774v1

Sismo -volcano classification in real time based on Empirical Mode Decomposition (EMD) and Machine Learning

 Adolfo Inza , Pablo Eduardo Espinoza Lara , Carlos Alexandre , Jean Philippe Metaxian , Jerome I. Mars , et al.
American Geophysical Union, Fall Meeting 2020, Dec 2020, San Francisco, United States
Communication dans un congrès hal-03112554v1
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Deep anomaly detection using self-supervised learning: application to time series of cellular data

 Romain Bailly , Marielle Malfante , Cédric Allier , Lamya Ghenim , Jérôme I. Mars
ASPAI 2021 - 3rd International Conference on Advances in Signal Processing and Artificial Intelligence, Nov 2021, Porto, Portugal
Communication dans un congrès cea-03605065v2
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Machine Learning for Automatic Classification of Volcano-Seismic Signatures

 Marielle Malfante , Mauro Dalla Mura , Jerome I. Mars , Jean-Philippe Métaxian
EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.2457-2461
Communication dans un congrès hal-01578149v1
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Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD

 Pablo Lara , C. Alexandre Rolim Fernandes , Adolfo Inza , Jerome I. Mars , Jean-Philippe Métaxian , et al.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.1322 - 1331. ⟨10.1109/JSTARS.2020.2982714⟩
Article dans une revue hal-02535142v1
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Use of deep features for the automatic classification of fish sounds

 Marielle Malfante , Omar Mohammed , Cedric Gervaise , Mauro Dalla Mura , Jerome I. Mars
OCEANS 2018 - OCEANS '18 MTS/IEEE. Ocean Planet – It’s our home., May 2018, Kobe, Japan
Communication dans un congrès hal-01802551v1

Self-supervised learning for anomaly detection on time series: application to cellular data

 Romain Bailly , Marielle Malfante , Cédric Allier , Lamya Ghenim , Jerome I. Mars
Conférence sur L'apprentissage Automatique, Jun 2021, Saint Etienne, France
Communication dans un congrès hal-03655782v1
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A machine-learning approach for automatic classification of volcanic seismicity at La Soufrière Volcano, Guadeloupe

 Alexis Falcin , Jean-Philippe Métaxian , Jerome I. Mars , Éléonore Stutzmann , Jean-Christophe Komorowski , et al.
Journal of Volcanology and Geothermal Research, 2021, 411, pp.107151. ⟨10.1016/j.jvolgeores.2020.107151⟩
Article dans une revue hal-03113808v1
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Automatic classification of volcano seismic signatures

 Marielle Malfante , Mauro Dalla Mura , Jerome I. Mars , Jean-Philippe Métaxian , Orlando Macedo , et al.
Journal of Geophysical Research, 2018, 123 (12), pp.10,645-10,658. ⟨10.1029/2018jb015470⟩
Article dans une revue hal-01949302v1
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Apprentissage statistique: classification automatique de signaux volcano-sismiques

 Marielle Malfante , Mauro Dalla Mura , Baptiste Boullay , Jean-Philippe Métaxian , Jerome I. Mars
GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France
Communication dans un congrès hal-01583748v1

Automatic fish sounds classification

 Marielle Malfante , Mauro Dalla Mura , Jerome I. Mars , Cedric Gervaise
Acoustics 2016 - 171st Meeting of The Acoustical Society of America, May 2016, Salt Lake City, United States. pp.2115
Communication dans un congrès hal-01343780v1

Torwards Earthquake Prediction?

 Christophe Voisin , Estelle Delouche , Marielle Malfante , Mauro Dalla Mura , Jerome I. Mars
American Geophysical Union, Fall Meeting 2019, Dec 2019, San Francisco, United States
Communication dans un congrès hal-02535122v1

Automatic classification of seismo-volcanic signatures

 Marielle Malfante , Mauro Dalla Mura , Jerome I. Mars , Orlando Macedo , Adolfo Inza , et al.
EGU 2017 - European Geosciences Union General Assembly, Apr 2017, Vienne, Austria. pp.8842-2
Communication dans un congrès hal-01520728v1
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Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives

 Marielle Malfante , Mauro Dalla Mura , Jean-Philippe Métaxian , Jerome I. Mars , Orlando Macedo , et al.
IEEE Signal Processing Magazine, 2018, 35 (2), pp.20 - 30. ⟨10.1109/MSP.2017.2779166⟩
Article dans une revue hal-01742506v1
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