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Yinghua Tong on Muck Rack

Yinghua Tong

As seen in: Nature, Journal of Sensors, Journal of Advanced Transportation
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Articles

FCAE-Mixer: frequency-aware convolutional autoencoder with dual-branch mixing for time series anomaly detection

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By Longfei Li, Yinghua Tong
| Nature Verified
Abstract The core of complex time series anomaly detection lies in the effective extraction of multi-dimensional features. However, existing methods often separate the synergistic mechanism among local temporal, global variable, and frequency domain features. To this end, this paper proposes a network that balances temporal, variable, and frequency domain features.
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