5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Improved AutoEncoder with LSTM module and KL divergence
Wei Huang, Bingyang Zhang, Kaituo Zhang +2
The task of anomaly detection is to separate anomalous data from normal data in the dataset. Models such as deep convolutional autoencoder (CAE) network and deep supporting vector…
cs.IT2023★ 5 cited
Robust Outlier Detection Method Based on Local Entropy and Global Density
Kaituo Zhang, Wei Huang, Bingyang Zhang +2
By now, most outlier-detection algorithms struggle to accurately detect both point anomalies and cluster anomalies simultaneously. Furthermore, a few K-nearest-neighbor-based anoma…