Unsupervised_Machine_Learning_for_Urban_Seismic_Noise

KO | EN

gitlite — search

#python #react #ai #machine-learning #rust #deep-learning #macos #windows #awesome #kubernetes #awesome-list #vue #mcp #ios

Unsupervised_Machine_Learning_for_Urban_Seismic_Noise

(★ 15)

A convolutional autoencoder based deep embedded clustering implementation for seismic noise analysis.

Unsupervised_Machine_Learning_for_Urban_Seismic_Noise Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Unsupervised_Machine_Learning_for_Urban_Seismic_Noise
A convolutional autoencoder based deep embedded clustering implementation for seismic noise analysis. The code presented here is an example of one model training from mid-february. The project is ongoing as part of my master's research. The attached code does not represent the most current model or methods being utilized and will be updated as my research progresses.

This research has been presented (or will be presented) at the conferences and workshops listed below.

# Talks and Conference Presentations:
Snover, D., Johnson, C., Bianco, M., Gerstoft, P., (2019, December) Urban Seismic Noise Classification using Dense Array Data.  Presented at American Geophysical Union’s Fall Meeting, San Francisco, California (talk)

Snover, D., Johnson, C., Bianco, M., Gerstoft, P., (2020, February) Classification of Urban Seismic Noise Using Unsupervised Machine Learning.  Presented at the 2020 Information Theory and Applications Workshop, San Diego, California (talk)

<del>Snover, D., Johnson, C., Bianco, M., Gerstoft, P.,(2020, April) Classification of Urban Seismic Noise Using Unsupervised Machine Learning. Upcoming presentation at the 2020 Seismological Society of America Annual Meeting, Albequerque, New Mexico (talk).</del>   (Conference Cancelled)

Unsupervised_Machine_Learning_for_Urban_Seismic_Noise

Unsupervised_Machine_Learning_for_Urban_Seismic_Noise Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Unsupervised_Machine_Learning_for_Urban_Seismic_Noise

Unsupervised_Machine_Learning_for_Urban_Seismic_Noise Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README