A Comparison of TCN and LSTM Models in Detecting Anomalies in Time Series Data
Author:
Affiliation:
1. Texas Tech University,Department of Computer Science
2. Rutgers University,School of Planning and Public Policy
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9671263/9671273/09671488.pdf?arnumber=9671488
Reference20 articles.
1. Machine learning for internet of things data analysis: a survey
2. LSTM-based encoder-decoder for multi-sensor anomaly detection;malhotra,2016
3. SWaT: a water treatment testbed for research and training on ICS security
4. Deep Learning for IoT Big Data and Streaming Analytics: A Survey
5. Wavenet: A generative model for raw audio;van den oord,2016
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