Published September 23, 2021 | Version v1
Software Open

Dataset and Code for "Graph regularized autoencoder and its application in unsupervised anomaly detection"

Description

This set of files reproduces the results in the paper, Ahmed, Galoppo, Hu, and Ding, 2021, “Graph regularized autoencoder and its application in unsupervised anomaly detection,” IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted.

Files

J79_Codes&Data.zip

Files (81.6 MB)

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md5:1bd34ceccec1000e19053def3a8fd727
80.6 MB Preview Download
md5:bcb35dc8bbafbce5848e193c24377f47
1.0 MB Preview Download

Additional details

References

  • Ahmed, Galoppo, Hu, and Ding, 2021, "Graph regularized autoencoder and its application in unsupervised anomaly detection," IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted.
  • https://arxiv.org/abs/2010.15949