A semi-supervised clustering ensemble approach integrated constraint-based and metric-based.
Siting WeiZhixin LiCanlong ZhangPublished in: ICIMCS (2015)
Keyphrases
- semi supervised clustering
- metric learning
- semi supervised
- pairwise constraints
- distance metric
- pairwise
- learning tasks
- semi supervised learning
- distance function
- background knowledge
- semi supervised classification
- unsupervised clustering
- clustering algorithm
- labeled data
- nonnegative matrix factorization
- feature space
- hidden markov random fields
- distance measure
- knn
- domain knowledge
- learning algorithm