Change Point Detection in Time Series Data Using Support Vectors.
Fatih CamciPublished in: Int. J. Pattern Recognit. Artif. Intell. (2010)
Keyphrases
- change point detection
- support vectors
- change point
- support vector
- non stationary
- support vector machine
- sequential data
- kernel function
- training samples
- outlier detection
- input space
- training data
- normalized maximum likelihood
- training examples
- svm classifier
- hyperplane
- training dataset
- training process
- hidden markov models
- machine learning
- ls svm
- supervised learning
- fixed length
- training set
- feature space