Given labeled crisis and non-crisis episodes and the corresponding features values, unFEAR uses unsupervised representation learning and a novel mode contrastive autoencoder to group episodes into ...

An autoencoder is a specific type of neural network ... instead of the six columns in the demo), use in machine learning algorithms (such as k-means clustering) that only work with numeric data, use ...