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Up a level2026
Jiang, Jiaxin and Stankovic, Vladimir and Stankovic, Lina and Murray, David and Pytharouli, Stella (2026) Generative self-supervised learning for seismic event classification. Engineering Applications of Artificial Intelligence, 165 (Pt. A). 113355. ISSN 0952-1976
2025
Jiang, Jiaxin and Murray, David and Stankovic, Vladimir and Stankovic, Lina and Hibert, Clement and Pytharouli, Stella and Malet, Jean-Philippe (2025) A human-on-the-loop approach for labelling seismic recordings from landslide site via a multi-class deep-learning based classification model. Science of Remote Sensing, 11. 100189. ISSN 2666-0172
2024
Jiang, Jiaxin and Stankovic, Vladimir and Stankovic, Lina and Murray, David and Pytharouli, Stella; (2024) Explainable AI for transparent seismic signal classification. In: 2024 IEEE International Geoscience and Remote Sensing Symposium. IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) . IEEE, GRC, pp. 8801-8805. ISBN 9798350360325
2023
Jiang, Jiaxin and Stankovic, Vladimir and Stankovic, Lina and Parastatidis, Emmanouil and Pytharouli, Stella (2023) Microseismic event classification with time, frequency and wavelet domain convolutional neural networks. IEEE Transactions on Geoscience and Remote Sensing, 61. pp. 1-14. ISSN 0196-2892
2020
Jiang, Jiaxin and Stankovic, Lina and Stankovic, Vladimir and Pytharouli, Stella (2020) Automatic detection and classification of microseismic events from Super-Sauze landslide using convolutional neural networks. In: AGU Fall Meeting 2020, 2020-12-01 - 2020-12-17, Online Everywhere.