Dynamical SVM for Time Series Classification.
Ramón HuertaShankar VembuMehmet K. MuezzinogluAlexander VergaraPublished in: DAGM/OAGM Symposium (2012)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- knn
- feature selection
- svm classifier
- svm classification
- kernel function
- kernel methods
- generalization ability
- multi class
- feature vectors
- training data
- classification algorithm
- hyperplane
- sampling methods
- multi class classification
- multiple kernel learning
- svm training
- ranking svm
- decision forest
- accurate classifiers
- statistical learning theory
- support vector machine classifiers
- machine learning
- multi class svm
- maximum margin
- decision boundary
- support vectors
- dynamic time warping
- classification method
- k nearest neighbor
- nearest neighbor
- training set
- feature space
- learning algorithm