Yinghua Tong

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

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 pa...