A Hybrid Model of Maximum Margin Clustering Method and Support Vector Regression for Noninvasive Electrocardiographic Imaging.
Mingfeng JiangFeng LiuYaming WangGuofa ShouWenqing HuangHuaxiong ZhangPublished in: Comput. Math. Methods Medicine (2012)
Keyphrases
- clustering method
- hybrid model
- support vector regression
- maximum margin
- support vector
- support vector machine
- kernel function
- hyperplane
- support vector machine svm
- clustering algorithm
- back propagation neural network
- similarity measure
- regression model
- markov networks
- k means
- learning algorithm
- spectral clustering
- image processing
- cross validation
- pattern classification
- kernel methods
- pattern recognition
- computer vision
- loss function
- classification accuracy
- maximum likelihood
- generalization error
- feature selection
- genetic algorithm
- forecasting accuracy
- text mining
- svm classifier
- feature extraction