Semi-Supervised Stream Clustering Using Labeled Data Points.
Kritsana TreechalongThanawin RakthanmanonKitsana WaiyamaiPublished in: MLDM (2015)
Keyphrases
- data points
- semi supervised
- labeled examples
- unlabeled data
- labeled data
- stream clustering
- unlabeled samples
- supervised learning
- evolving data streams
- semi supervised learning
- data distribution
- concept drift
- high dimensional
- active learning
- nearest neighbor
- unsupervised learning
- data clustering
- pairwise
- data streams
- dimensionality reduction
- high dimensional data
- low dimensional
- clustering algorithm
- outlier detection
- feature space
- similarity measure