L2-norm multiple kernel learning and its application to biomedical data fusion.
Shi YuTillmann FalckAnneleen DaemenLéon-Charles TrancheventJohan A. K. SuykensBart De MoorYves MoreauPublished in: BMC Bioinform. (2010)
Keyphrases
- data fusion
- multiple kernel learning
- lp norm
- group lasso
- multiple features
- multi sensor
- kernel learning
- linear combination
- multiple kernel
- kernel methods
- semi supervised learning
- learning problems
- multi sensor data fusion
- multi source
- kernel function
- information extraction
- learning models
- variable selection
- binary classification
- active learning
- feature selection
- machine learning algorithms
- multi view
- low rank
- text mining
- small number
- feature space
- support vector
- data mining