| 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 | 108 | 2018 |
| 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 | 40 | 2018 |
| 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 | 31 | 2018 |
| 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 | 13 | 2016 |
| 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 | 12 | 2020 |
| 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 | 9 | 2018 |
| 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 | 5 | 2017 |
| 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 | 4 | 2021 |
| 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 | 3 | 2021 |
| 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 | 1 | 2021 |
| Automatic classification of natural signals for environmental monitoring M Malfante Université Grenoble Alpes, 2018 | 1 | 2018 |
| 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 | 1 | 2017 |
| 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 |
Jerome MARSProfessor, Grenoble INP, University Grenoble Alpes, CNRSAdresse e-mail validée de gipsa-lab.grenoble-inp.fr
