Explainable Graph Spectral Clustering of Text Documents.
Bartlomiej StarostaMieczyslaw A. KlopotekSlawomir T. WierzchonPublished in: CoRR (2023)
Keyphrases
- text documents
- spectral clustering
- graph laplacian
- graph partitioning
- normalized cut
- similarity matrix
- laplacian matrix
- text mining
- text classification
- spectral methods
- clustering method
- information extraction
- topic models
- text categorization
- keywords
- pairwise
- wordnet
- data clustering
- clustering algorithm
- text collections
- bag of words
- image segmentation
- k means
- random walk
- document clustering
- named entities
- document representation
- graph structure
- structured data
- feature extraction
- data analysis
- computer vision
- clustering quality
- multiscale
- databases
- nearest neighbor