Support Vector Machines for Dynamic Biometric Handwriting Classification.
Tobias ScheidatMarcus LeichMark AlexanderClaus VielhauerPublished in: AIAI Workshops (2009)
Keyphrases
- support vector
- classification accuracy
- pattern recognition
- learning machines
- large margin classifiers
- support vector machine
- generalization ability
- svm classifier
- feature selection
- feature extraction
- multi class classification
- feature vectors
- dynamic environments
- logistic regression
- cross validation
- signature verification
- maximum margin
- hyperplane
- text classification
- kernel function
- svm classification
- neural network
- machine learning
- support vector machine svm
- model selection
- feature set
- classification algorithm
- classification method
- multi class
- decision trees
- feature level fusion
- soft margin
- binary classification
- classification models
- training samples
- principal component analysis
- feature space
- training data
- learning algorithm