Grace F. Manley

A Deep Active Learning Approach to the Automatic Classification of Volcano-Seismic Events

Grace F. Manley, Tamsin A. Mather, David M. Pyle et al. · Frontiers in Earth Science · 2022 · 31 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +20

Understanding the timing of eruption end using a machine learning approach to classification of seismic time series

Grace F. Manley, David M. Pyle, Tamsin A. Mather et al. · Journal of Volcanology and Geothermal Research · 2020 · 17 citations

Geophysics, Volcano Monitoring, Seismic Time Series +11

Machine Learning Approaches to Identifying Changes in Eruptive State Using Multi‐Parameter Datasets From the 2006 Eruption of Augustine Volcano, Alaska

Grace F. Manley, Tamsin A. Mather, David M. Pyle et al. · Journal of Geophysical Research Solid Earth · 2021 · 17 citations · Full text

Volcanology, Machine Learning, Anomaly Detection +17