Probabilistic Models For Joint Clustering And Time-Warping Of Multidimensional Curves.
Darya ChudovaScott GaffneyPadhraic SmythPublished in: UAI (2003)
Keyphrases
- probabilistic model
- multidimensional data
- clustering algorithm
- expectation maximization
- data clustering
- k means
- unsupervised learning
- graphical models
- neural network
- information theoretic
- categorical data
- conditional random fields
- clustering method
- similarity search
- hidden variables
- hierarchical clustering
- digital curves
- similarity function
- multidimensional space
- document clustering
- b spline
- outlier detection
- anomaly detection
- multi dimensional
- data mining