Detecting Outlier Machine Instances Through Gaussian Mixture Variational Autoencoder With One Dimensional CNN.
Ya SuYoujian ZhaoMing SunShenglin ZhangXidao WenYongsu ZhangXian LiuXiaozhou LiuJunliang TangWenfei WuDan PeiPublished in: IEEE Trans. Computers (2022)
Keyphrases
- gaussian mixture
- mixtures of gaussians
- em algorithm
- probability density function
- gaussian mixture model
- covariance matrix
- outlier detection
- cellular neural networks
- expectation maximization
- closed form
- image segmentation
- density estimation
- gaussian density
- mixture model
- kl divergence
- probability density
- multiscale
- neural network
- detection algorithm
- nearest neighbor
- gaussian densities