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Rapid classification of local seismic events using machine learning

https://doi.org/10.1007/s10950-022-10109-5

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/2016gl070742openalex-snapshot

Magnitude‐based discrimination of man‐made seismic events from naturally occurring earthquakes in Utah, USA

inferredcites →https://doi.org/10.1002/bimj.200410135openalex-snapshot

Estimation of the Youden Index and its Associated Cutoff Point

inferredcites →https://doi.org/10.1002/cjg2.636openalex-snapshot

Application of Method of Spectral Component Ratio of Wavelet-Packets to Discrimination between Earthquakes and Nuclear Explosions

inferredcites →https://doi.org/10.1007/978-1-4899-7687-1openalex-snapshot

Encyclopedia of Machine Learning and Data Mining

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Identity Mappings in Deep Residual Networks

inferredcites →https://doi.org/10.1007/s00024-020-02452-wopenalex-snapshot

Array Based Earthquakes-Explosion Discrimination Using Diffusion Maps

inferredcites →https://doi.org/10.1007/s10518-013-9482-zopenalex-snapshot

Fourier spectral- and duration models for the generation of response spectra adjustable to different source-, propagation-, and site conditions

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Recent developments of the Middle East catalog

inferredcites →https://doi.org/10.1007/s10950-018-9810-5openalex-snapshot

Automatic discrimination of earthquakes and quarry blasts using wavelet filter bank and support vector machine

inferredcites →https://doi.org/10.1007/s11770-014-0450-4openalex-snapshot

Discriminating between explosions and earthquakes

inferredcites →https://doi.org/10.1007/s11771-020-4530-8openalex-snapshot

Discrimination of mining microseismic events and blasts using convolutional neural networks and original waveform

inferredcites →https://doi.org/10.1016/j.cageo.2010.09.005openalex-snapshot

Discrimination of quarry blasts and earthquakes in the vicinity of Istanbul using soft computing techniques

inferredcites →https://doi.org/10.1016/j.cageo.2021.104980openalex-snapshot

DeepQuake — An application of CNN for seismo-acoustic event classification in The Netherlands

inferredcites →https://doi.org/10.1016/j.soildyn.2017.05.008openalex-snapshot

Improving microseismic event and quarry blast classification using Artificial Neural Networks based on Principal Component Analysis

inferredcites →https://doi.org/10.1029/2018jb016661openalex-snapshot

Reliable Real‐Time Seismic Signal/Noise Discrimination With Machine Learning

inferredcites →https://doi.org/10.1029/2019jb018132openalex-snapshot

Support Vector Machine Classification of Seismic Events in the Tianshan Orogenic Belt

inferredcites →https://doi.org/10.1029/2020gl087579openalex-snapshot

Detecting Slow Slip Events From Seafloor Pressure Data Using Machine Learning

inferredcites →https://doi.org/10.1029/2020gl088353openalex-snapshot

Identifying Different Classes of Seismic Noise Signals Using Unsupervised Learning

inferredcites →https://doi.org/10.1029/2021jb022820openalex-snapshot

Event‐Based Training in Label‐Limited Regimes

inferredcites →https://doi.org/10.1038/s41467-020-17841-xopenalex-snapshot

Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning

inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot

Gradient-based learning applied to document recognition

inferredcites →https://doi.org/10.1109/cvpr.2015.7298594openalex-snapshot

Going deeper with convolutions

inferredcites →https://doi.org/10.1109/cvpr.2015.7299173openalex-snapshot

Convolutional neural networks at constrained time cost

inferredcites →https://doi.org/10.1109/cvpr.2016.308openalex-snapshot

Rethinking the Inception Architecture for Computer Vision

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot

Densely Connected Convolutional Networks

inferredcites →https://doi.org/10.1109/mis.2009.36openalex-snapshot

The Unreasonable Effectiveness of Data

inferredcites →https://doi.org/10.1136/bmj.38793.637789.2fopenalex-snapshot

Sample sizes of studies on diagnostic accuracy: literature survey

inferredcites →https://doi.org/10.1198/10618600152418584openalex-snapshot

The Art of Data Augmentation

inferredcites →https://doi.org/10.1609/aaai.v31i1.11231openalex-snapshot

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

inferredcites →https://doi.org/10.1785/0120030075openalex-snapshot

Automatic Classification of Seismic Signals at Mt. Vesuvius Volcano, Italy, Using Neural Networks

inferredcites →https://doi.org/10.1785/0220180320openalex-snapshot

A Deep Convolutional Neural Network for Localization of Clustered Earthquakes Based on Multistation Full Waveforms

inferredcites →https://doi.org/10.1785/bssa0870061613openalex-snapshot

A comparison of regional-phase amplitude ratio measurement techniques

inferredcites →https://doi.org/10.3133/ofr93322openalex-snapshot

Observations and modeling of seismic background noise

inferredcites →https://doi.org/10.48550/arxiv.1306.3574openalex-snapshot

Early stopping and non-parametric regression: An optimal data-dependent stopping rule

inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot

Very Deep Convolutional Networks for Large-Scale Image Recognition

inferredcites →https://doi.org/10.48550/arxiv.1502.03167openalex-snapshot

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

inferredcites →https://doi.org/10.48550/arxiv.1712.07628openalex-snapshot

Improving Generalization Performance by Switching from Adam to SGD

inferredcites →https://doi.org/10.48550/arxiv.1805.07836openalex-snapshot

Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels

inferredcites →https://doi.org/10.5194/nhess-11-93-2011openalex-snapshot

An unsupervised learning algorithm: application to the discrimination of seismic events and quarry blasts in the vicinity of Istanbul

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4608110openalex-extracted

Machine Learning Insights for Safer Subsurface Fluid Injection: Predictive Analysis of Injection Induced Seismic Precursor Environments

inferred← citeshttps://doi.org/10.1007/s10462-025-11157-2openalex-snapshot

Application of artificial intelligence technology in the study of anthropogenic earthquakes: a review

inferred← citeshttps://doi.org/10.1007/s42990-026-00291-wopenalex-snapshot

Application of artificial intelligence in seismology: a bibliometric analysis

inferred← citeshttps://doi.org/10.1007/s44288-026-00427-3openalex-snapshot

Designing a model for earthquake timing and magnitude prediction based on neural networks and particle swarm optimization (PSO) algorithm

inferred← citeshttps://doi.org/10.1016/b978-0-443-45517-9.00022-2openalex-snapshot

Seismic hazards and infrastructure resilience: Challenges and strategies

inferred← citeshttps://doi.org/10.1016/j.asej.2024.102925openalex-snapshot

Enhancing earthquakes and quarry blasts discrimination using machine learning based on three seismic parameters

inferred← citeshttps://doi.org/10.1016/j.geoen.2026.214435openalex-snapshot

Addressing the complexities of predicting induced seismicity: A simplified hybrid approach to understanding the geomechanics of CO2 injection in faulted reservoirs

inferred← citeshttps://doi.org/10.1016/j.ige.2024.11.002openalex-snapshot

Deep transfer learning for microseismic waveforms recognition across geological conditions in TBM tunnels

inferred← citeshttps://doi.org/10.1016/j.soildyn.2026.110601openalex-snapshot

Near-fault ground motion identification using soft-label fusion and multi-scale convolutional neural networks

inferred← citeshttps://doi.org/10.1038/s41598-024-81113-7openalex-snapshot

Enhancing the classification of seismic events with supervised machine learning and feature importance

inferred← citeshttps://doi.org/10.1080/19475705.2023.2284653openalex-snapshot

Feature extraction and discrimination of blasting and natural earthquake waves

inferred← citeshttps://doi.org/10.1093/gji/ggae316openalex-snapshot

Classifying small earthquakes, explosions and collapses in the western United States using physics-based features and machine learning

inferred← citeshttps://doi.org/10.1093/gji/ggaf292openalex-snapshot

Earthquake catalog in northeastern Tibetan plateau from the large aperture ChinArray-II through deep learning approach

inferred← citeshttps://doi.org/10.1109/access.2024.3401009openalex-snapshot

A Ghost-Attention Network for Discriminating Tectonic and Non-Tectonic Events on a Small and Imbalanced Dataset

inferred← citeshttps://doi.org/10.1109/access.2025.3552127openalex-snapshot

Using Deep Convolutional Neural Networks for Earthquake and Explosion Classification

inferred← citeshttps://doi.org/10.1186/s40623-024-01982-0openalex-snapshot

Recent advances in earthquake seismology using machine learning

inferred← citeshttps://doi.org/10.1785/0220240301openalex-snapshot

A Semisupervised Seismic Events Classifier Based on Generative Adversarial Network

inferred← citeshttps://doi.org/10.1785/0220250409openalex-snapshot

Dual-Branch Adaptive Joint Decision-Making: Intelligent Identification of Seismic Events Supported by Single-Component Waveform Data from Multiple Global Regions

inferred← citeshttps://doi.org/10.30533/gia-2026-008openalex-snapshot

Geoinformation System for Assessing Natural and Technogenic Seismicity of Mineral Deposits

inferred← citeshttps://doi.org/10.3390/app132312739openalex-snapshot

Microseismic Monitoring Signal Waveform Recognition and Classification: Review of Contemporary Techniques

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