CEUS-based classification of liver tumors with deep canonical correlation analysis and multi-kernel learning.
Lehang GuoDan WangHuixiong XuYiyi QianChaofeng WangXiao ZhengQi ZhangJun ShiPublished in: EMBC (2017)
Keyphrases
- kernel learning
- canonical correlation analysis
- multiple kernel learning
- kernel function
- kernel matrix
- decision trees
- classification accuracy
- dimensionality reduction
- pattern recognition
- semi supervised
- feature vectors
- least squares
- text classification
- dimensionality reduction methods
- support vector regression
- learning tasks
- feature selection
- kernel methods
- support vector machine svm
- generalization ability
- image classification
- support vector machine
- partial least squares
- support vector
- feature extraction
- machine learning
- high dimensional