Clustering Interval-Censored Time-Series for Disease Phenotyping

Irene Y. Chen, Rahul G. Krishnan, David Sontag

Unsupervised learning is often used to uncover clusters in data. However, different kinds of noise may impede the discovery of useful patterns from real-world time-series data. In…