Adaptive virtual resource clustering and monitoring through nonlinear dimensionality reduction.
Zihou WangYanni HanTao LinPublished in: ICUFN (2014)
Keyphrases
- nonlinear dimensionality reduction
- high dimensional data
- manifold learning
- low dimensional
- clustering algorithm
- clustering method
- dimensionality reduction
- data sets
- unsupervised learning
- data points
- maximum variance unfolding
- locally linear embedding
- k means
- image processing
- distance metric
- document clustering
- text mining
- cluster analysis
- feature selection
- riemannian manifolds
- laplacian eigenmaps
- nearest neighbor
- feature space
- euclidean space
- principal components analysis
- computer vision
- machine learning
- neural network