Semisupervised Clustering with Metric Learning using Relative Comparisons.
Nimit KumarKrishna KummamuruPublished in: IEEE Trans. Knowl. Data Eng. (2008)
Keyphrases
- metric learning
- semi supervised
- semi supervised clustering
- distance metric
- nearest neighbor classification
- unsupervised learning
- distance metric learning
- pairwise similarities
- machine learning and pattern recognition
- kernel matrix
- semi supervised learning
- pairwise
- labeled data
- pairwise constraints
- distance function
- unlabeled data
- dimensionality reduction
- clustering algorithm
- learning tasks
- multi task
- data points
- feature space
- mahalanobis metric
- clustering method
- euclidean distance
- supervised learning
- active learning
- document clustering
- similarity function
- nearest neighbor
- k means
- learning environment
- decision trees