Clustering Time Series and the Surprising Robustness of HMMs.
Mark KozdobaShie MannorPublished in: CoRR (2016)
Keyphrases
- hidden markov models
- clustering algorithm
- clustering method
- data mining tasks
- k means
- anomaly detection
- unsupervised learning
- multivariate time series
- multivariate time series data
- data clustering
- speech recognition
- information theoretic
- cluster analysis
- document clustering
- spectral clustering
- hierarchical clustering
- graph theoretic
- outlier detection
- high dimensional data
- fuzzy clustering
- dissimilarity measure
- dynamic time warping
- categorical data
- non stationary
- language model
- information retrieval