A variational autoencoder (VAE) is a deep neural system that can be ... knowing if a slight change in a predictor value could have a big change in the item's class label. A synthetic data generation ...

Next, Dear-DIA uses a variational autoencoder to extract the peak features of fragment ions and maps the features into Euclidean space, and then clusters the features, with different classes of ...