Research Article
Research on DUAL-ADGAN Model for Anomaly Detection Method in Time-Series Data
Table 1
Network structure parameters.
| | Parameters | WGAN generator | WGAN discriminator | Fence-GAN generator | Fence-GAN discriminator | Predictor |
| | Layers | 3∗LSTM | 1∗LSTM | 3∗LSTM | 1∗LSTM | 1∗RNN | | Hidden cells | 100 | 100 | 100 | 100 | 50 | | Activation | Tanh | None | Tanh | Sigmoid | ReLU |
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