Web Services Based Bio-signal System Leveraging Support Vector Machines.
Sung-huai HsiehSheau-Ling HsiehChia-Ping ShenWei-Hsin ChenPo-Hsun ChengKai-Ping HsuChi-Huang ChenFeipei LaiPublished in: BIBE (2009)
Keyphrases
- web services
- support vector
- learning machines
- large margin classifiers
- signal processing
- kernel function
- service architecture
- web service composition
- service oriented
- high frequency
- web applications
- cross validation
- hyperplane
- automatic discovery
- service composition
- service oriented architecture
- non stationary
- service providers
- support vector machine
- semantic web services
- web technologies
- data intensive
- maximum margin
- multi class classification
- neural network
- radial basis function
- loss function
- classification accuracy
- original signal
- feature selection
- generalization bounds
- layered architecture
- data sets
- composition of web services
- binary classification
- generalization ability
- kernel methods
- petri net
- logistic regression
- frequency domain
- feature space
- training data
- decision trees