Semi-supervised clustering using multi-assistant-prototypes to represent each cluster.
Walter J. SilvaMaria Camila Nardini BarioniSandra de AmoHumberto Luiz RazentePublished in: SAC (2015)
Keyphrases
- semi supervised clustering
- unsupervised clustering
- semi supervised
- metric learning
- clustering algorithm
- pairwise constraints
- background knowledge
- semi supervised learning
- pair wise constraints
- semi supervised classification
- nonnegative matrix factorization
- k means
- distance metric
- document clustering
- supervised classification
- clustering method
- domain knowledge
- pairwise
- spectral clustering
- knowledge base
- support vector
- hidden markov random fields