Neural network-based clustering using pairwise constraints.
Yen-Chang HsuZsolt KiraPublished in: CoRR (2015)
Keyphrases
- pairwise constraints
- semi supervised clustering
- semi supervised
- pairwise
- spectral clustering
- document clustering
- constrained clustering
- unsupervised clustering
- distance metric
- labeled data
- clustering approaches
- loss function
- k means
- clustering method
- data representation
- metric learning
- unlabeled data
- data clustering
- similarity matrix
- clustering algorithm
- neural network
- semi supervised learning
- unsupervised learning
- data points
- decision boundary
- instance level constraints
- model selection
- natural language processing
- learning algorithm
- information retrieval