Combining discrete SVM and fixed cardinality warping distances for multivariate time series classification.
Carlotta OrsenigoCarlo VercellisPublished in: Pattern Recognit. (2010)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- knn
- multi class
- distance function
- finite number
- svm classifier
- distance measure
- multi class svm
- machine learning
- training set
- feature space
- least squares
- classification algorithm
- classification method
- generalization ability
- fixed number
- support vectors
- hausdorff distance
- cardinality constraints
- discrete geometry
- decision trees