Concepedia

Marielle Malfante

MM

7

Publications

383

Citations

7

H-Index

2016

Active since

Affiliations

GIPSA-Lab(Current)

Institut polytechnique de Grenoble

Université Grenoble Alpes

Institut de physique du globe de Paris

Instituto Geofísico del Perú

Marielle Malfante is an author at GIPSA-Lab specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionSeismologyVolcanologyMusicHealthGeophysicsEarth Science

Publications per year

2016–2020

7

Publications

7

Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives

Marielle Malfante, Mauro Dalla Mura, Jean‐Philippe Métaxian et al. · IEEE Signal Processing Magazine · 2018 · 154 citations · Full text

Real-time Monitoring, Volcanology, Machine Learning +19

Automatic Classification of Volcano Seismic Signatures

Marielle Malfante, Mauro Dalla Mura, Jérôme I. Mars et al. · Journal of Geophysical Research Solid Earth · 2018 · 79 citations · Full text

Volcanology, Machine Learning, Engineering +20

Automatic fish sounds classification

Marielle Malfante, Jérôme I. Mars, Mauro Dalla Mura et al. · The Journal of the Acoustical Society of America · 2018 · 56 citations · Full text

Music, Ocean Vitality, Audio Mining +11

A machine-learning approach for automatic classification of volcanic seismicity at La Soufrière Volcano, Guadeloupe

Alexis Falcin, Jean‐Philippe Métaxian, Jérôme I. Mars et al. · Journal of Volcanology and Geothermal Research · 2020 · 39 citations

Geophysics, Volcano Monitoring, Volcanology +12

Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD

Pablo Lara, Carlos Alexandre Rolim Fernandes, Adolfo Inza et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 30 citations · Full text

Volcanology, Machine Learning, Engineering +19

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