Dimension reduction using spectral methods in FANNY for fuzzy clustering of graphs.
Abhishek JatramBhaskar BiswasPublished in: IC3 (2015)
Keyphrases
- spectral methods
- fuzzy clustering
- dimension reduction
- manifold learning
- cluster analysis
- principal component analysis
- high dimensional
- low dimensional
- graph partitioning
- feature extraction
- spectral analysis
- membership functions
- high dimensional data
- random walk
- clustering algorithm
- feature space
- linear discriminant analysis
- high dimensionality
- graph clustering
- feature selection
- spectral clustering
- clustering method
- unsupervised learning
- singular value decomposition
- dimensionality reduction
- data clustering
- preprocessing
- machine learning
- graph construction
- graph structures
- k means
- neural network
- semi supervised