Integrating distance metric learning and cluster-level constraints in semi-supervised clustering.
Bruno Magalhães NogueiraYuri Karan Benevides TomasRicardo Marcondes MarcaciniPublished in: IJCNN (2017)
Keyphrases
- semi supervised clustering
- metric learning
- distance metric learning
- semi supervised
- pairwise constraints
- distance metric
- pairwise
- learning tasks
- unsupervised clustering
- dimensionality reduction
- semi supervised learning
- background knowledge
- labeled data
- distance function
- constrained clustering
- feature space
- euclidean distance
- machine learning
- multi task
- data points
- decision trees
- unlabeled data