Semi-supervised clustering with metric learning: An adaptive kernel method.
Xuesong YinSongcan ChenEnliang HuDaoqiang ZhangPublished in: Pattern Recognit. (2010)
Keyphrases
- metric learning
- semi supervised clustering
- kernel methods
- learning tasks
- feature space
- learning problems
- distance metric
- kernel function
- machine learning
- semi supervised
- multi task
- support vector machine
- kernel matrix
- dimensionality reduction
- distance function
- support vector
- pairwise
- pairwise constraints
- data sets
- background knowledge
- feature selection
- classification accuracy
- semi supervised learning
- principal component analysis
- information extraction
- feature vectors
- training data
- neural network