Lightweight earthquake vs. explosion seismic discrimination using FFT log-spectral features, FastMap embeddings, and SVM ensembles — 96.97% event-level accuracy on commodity CPUs. Code for our IEEE TGRS submission.
machine-learning signal-processing svm scikit-learn seismology remote-sensing dimensionality-reduction ensemble-learning fft gaussian-mixture-model fastmap earthquake-detection seismic-event-classification seismic-discrimination nuclear-test-monitoring bayes-optimal
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Updated
May 17, 2026 - Python