Semi-supervised model-based clustering with positive and negative constraints.
Volodymyr MelnykovIgor MelnykovSemhar MichaelPublished in: Adv. Data Anal. Classif. (2016)
Keyphrases
- positive and negative
- model based clustering
- semi supervised
- positive or negative
- decision rules
- training instances
- hierarchical clustering
- pairwise
- supervised learning
- unlabeled data
- semi supervised learning
- computer vision
- positive examples
- vector space model
- expectation maximization
- unsupervised learning
- language model
- mixture model
- em algorithm
- data mining
- active learning
- k means
- data analysis
- pattern recognition
- clustering algorithm
- search engine
- machine learning