Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering.
Apoorv AgarwalAnna ChoromanskaKrzysztof ChoromanskiPublished in: CoRR (2014)
Keyphrases
- point processes
- text clustering
- clustering algorithm
- document clustering
- k means
- monte carlo
- hierarchical clustering
- text mining
- hot spots
- text data
- self organizing maps
- clustering method
- text categorization
- background knowledge
- wordnet
- clustering quality
- text documents
- user feedback
- text collections
- metric learning
- spatial analysis
- information retrieval
- vector space model
- data clustering
- text classification
- document representation
- semantic relations
- spectral clustering