Zebra mussels' behaviour detection, extraction and classification using wavelets and kernel methods.
Piotr PrzymusKrzysztof RykaczewskiRyszard WisniewskiPublished in: Future Gener. Comput. Syst. (2014)
Keyphrases
- kernel methods
- support vector
- support vector machine
- feature space
- kernel function
- machine learning
- feature extraction
- kernel matrix
- kernel learning
- high dimensional feature space
- kernel principal component analysis
- pattern recognition
- classification accuracy
- kernel parameters
- generalization ability
- learning problems
- multiple kernel learning
- image classification
- supervised learning
- svm training
- feature vectors
- kernel matrices
- tree kernels
- kernel pca
- classification process
- kernel ridge regression
- data sets
- classification method
- feature selection
- decision trees
- euclidean space
- input space
- reproducing kernel hilbert space
- svm classifier
- graph kernels
- support vector machine svm
- model selection
- image processing
- kernel trick
- knn
- multiple kernel
- pairwise