Fine-Grained Multivariate Time Series Anomaly Detection in IoT

Author:

He Shiming,Guo Meng,Yang Bo,Alfarraj Osama,Tolba Amr,Kumar Sharma Pradip,Yan Xi’ai

Publisher

Computers, Materials and Continua (Tech Science Press)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Mechanics of Materials,Modeling and Simulation,Biomaterials

Reference32 articles.

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3. Detecting spacecraft anomalies using lstms and nonparametric dynamic thresholding;Hundman,2018

4. A multimodal anomaly detector for robot-assisted feeding using an lstm-based variational autoencoder;Park;IEEE Robotics and Automation Letters,2018

5. Deep autoencoding Gaussian mixture model for unsupervised anomaly detection;Zong,2018

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