Support vector-based algorithms with weighted dynamic time warping kernel function for time series classification.
Young-Seon JeongRaja JayaramanPublished in: Knowl. Based Syst. (2015)
Keyphrases
- kernel function
- dynamic time warping
- support vector
- kernel methods
- support vector regression
- longest common subsequence
- similarity measure
- polynomial kernels
- feature space
- hyperplane
- high dimensional feature space
- pattern recognition
- similarity search
- svm classifier
- support vector machine
- input space
- distance measure
- kernel learning
- high dimensional
- data analysis
- kernel parameters
- gaussian kernels
- positive definite
- maximum margin
- euclidean distance
- loss function
- principal component analysis