Multi-Head Attention based Bi-LSTM for Anomaly Detection in Multivariate Time-Series of WSN
Author:
Affiliation:
1. University of Vermont,Burlington,VT,USA,05401
2. University of Maine,Orono,ME,USA,04473
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10168547/10168548/10168670.pdf?arnumber=10168670
Reference23 articles.
1. Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention
2. A Survey on Anomalies Detection Techniques and Measurement Methods
3. A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks
4. Transformer-based deep learning model for forced oscillation localization
5. Attention is all you need;vaswani;Advances in neural information processing systems,2017
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