On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks.
Juan Garrido-CastellanoJuan José Murillo-FuentesPublished in: EURASIP J. Wirel. Commun. Netw. (2015)
Keyphrases
- kernel methods
- wireless sensor networks
- kernel trick
- kernel function
- learning problems
- support vector
- machine learning
- feature space
- reproducing kernel hilbert space
- kernel matrix
- support vector machine
- learning tasks
- kernel ridge regression
- similarity function
- positive semidefinite
- feature extraction
- loss function
- high dimensional data
- multiple kernel learning
- training samples
- kernel pca
- kernel principal component analysis
- sensor networks
- multiple kernel
- learning frameworks