Time Series Classification Using Support Vector Machine with Gaussian Elastic Metric Kernel.
Dongyu ZhangWangmeng ZuoDavid ZhangHongzhi ZhangPublished in: ICPR (2010)
Keyphrases
- support vector machine
- rbf kernel
- gaussian kernel
- polynomial kernels
- kernel function
- kernel methods
- support vector
- radial basis function
- svm classifier
- feature space
- support vector machine svm
- multi class
- kernel density estimate
- machine learning
- svm classification
- gaussian kernels
- training data
- dynamic time warping
- metric space
- feature selection
- distance measure
- soft margin
- feature vectors
- hyperplane
- positive definite
- metric learning
- positive semi definite
- string kernels
- series expansion
- data sets
- training set
- kernel matrix
- knn
- classification method
- mean shift
- nearest neighbor
- multiple kernel learning
- reproducing kernel hilbert space
- riemannian manifolds
- support vectors
- ls svm
- evaluation metrics
- input space
- reduced set
- decision function
- distance metric
- learning algorithm
- semi supervised