Temporal-Clustering Invariance in Irregular Healthcare Time Series.
Mohammad Taha BahadoriZachary Chase LiptonPublished in: CoRR (2019)
Keyphrases
- multivariate time series data
- multivariate time series
- temporal patterns
- clustering algorithm
- clustering method
- temporal data
- k means
- streaming time series
- data mining tasks
- information theoretic
- quasi periodic
- hierarchical clustering
- information technology
- temporal information
- categorical data
- time stamped
- fuzzy clustering
- unsupervised learning
- spatio temporal
- non stationary
- temporal dependencies
- subspace clustering
- cluster analysis
- clinical trials
- temporal databases
- temporal order
- information systems
- healthcare systems
- spectral clustering