Clustering feature decision trees for semi-supervised classification from high-speed data streams.
Wenhua XuZheng QinYang ChangPublished in: J. Zhejiang Univ. Sci. C (2011)
Keyphrases
- semi supervised classification
- decision trees
- semi supervised learning
- semi supervised
- high speed data streams
- clustering algorithm
- clustering method
- unlabeled data
- spectral clustering
- labeled data
- pairwise constraints
- k means
- unsupervised learning
- supervised classification
- data streams
- data points
- data clustering
- cluster analysis
- machine learning
- feature vectors
- anomaly detection
- distance function
- feature selection
- training data
- data analysis
- feature space
- sliding window
- feature set
- high dimensional data
- pairwise
- high dimensional
- multi view