Piecewise regression mixture for simultaneous curve clustering and optimal segmentation.
Faicel ChamroukhiPublished in: CoRR (2013)
Keyphrases
- optimal segmentation
- piecewise linear
- clustering algorithm
- clustering method
- k means
- cluster analysis
- mixture modeling
- parametric curves
- hierarchical clustering
- categorical data
- endpoints
- data points
- unsupervised learning
- regression model
- b spline
- expectation maximization
- regression problems
- gaussian processes
- mixture model
- self organizing maps
- support vector regression
- density estimation
- linear regression
- neural network
- spectral clustering
- simple linear
- regression algorithm
- information theoretic
- image segmentation
- simultaneous clustering
- predictive clustering trees