LS-SVM based spectral clustering and regression for predicting maintenance of industrial machines.
Rocco LangoneCarlos AlzateBart De KetelaereJonas VlasselaerWannes MeertJohan A. K. SuykensPublished in: Eng. Appl. Artif. Intell. (2015)
Keyphrases
- spectral clustering
- support vector
- clustering method
- pairwise
- learning machines
- regression model
- data clustering
- k means
- support vector machine
- clustering algorithm
- image segmentation
- constrained spectral clustering
- model selection
- evolutionary clustering
- graph laplacian
- similarity matrix
- alternative clusterings
- eigendecomposition
- support vector machine svm
- normalized cut
- graph partitioning
- computer vision
- spectral methods
- ridge regression
- active learning
- graph matching
- affinity matrix
- text classification
- learning algorithm