SVStream: A Support Vector-Based Algorithm for Clustering Data Streams.
Chang-Dong WangJian-Huang LaiDong HuangWei-Shi ZhengPublished in: IEEE Trans. Knowl. Data Eng. (2013)
Keyphrases
- k means
- clustering method
- support vector
- data streams
- learning algorithm
- matching algorithm
- np hard
- multi class classification
- hierarchical clustering
- detection algorithm
- segmentation algorithm
- dynamic programming
- search space
- computational complexity
- input data
- expectation maximization
- support vector machine svm
- preprocessing
- noisy data
- synthetic datasets
- density based clustering algorithm
- single pass
- high speed data streams
- data clustering
- lower bound
- similarity measure