Incremental multi-class semi-supervised clustering regularized by Kalman filtering.
Siamak MehrkanoonOscar Mauricio AgudeloJohan A. K. SuykensPublished in: Neural Networks (2015)
Keyphrases
- multi class
- kalman filtering
- semi supervised clustering
- kalman filter
- semi supervised
- pairwise constraints
- pairwise
- metric learning
- background knowledge
- semi supervised learning
- binary classification
- particle filtering
- multi task
- support vector machine
- labeled data
- clustering algorithm
- k means
- unlabeled data
- linear classifiers
- boosting algorithms
- cost sensitive
- feature selection
- spectral clustering
- base classifiers
- supervised learning
- least squares
- particle filter