A density-adaptive affinity propagation clustering algorithm based on spectral dimension reduction.
Hongjie JiaShifei DingLingheng MengShuyan FanPublished in: Neural Comput. Appl. (2014)
Keyphrases
- affinity propagation
- dimension reduction
- clustering algorithm
- hyperspectral data
- random projections
- cluster analysis
- clustering method
- affinity propagation clustering
- principal component analysis
- high dimensional
- k means
- feature extraction
- singular value decomposition
- manifold learning
- low dimensional
- feature selection
- dimensionality reduction
- fuzzy c means
- unsupervised learning
- linear discriminant analysis
- hyperspectral imagery
- fuzzy clustering
- high dimensional data
- feature space
- data clustering
- hyperspectral
- image data
- high dimensionality
- multispectral
- principle component analysis
- face recognition
- machine learning
- data sets
- data mining techniques
- image processing