Adaptive Grid-Based k-median Clustering of Streaming Data with Accuracy Guarantee.
Jianneng CaoYongluan ZhouMin WuPublished in: DASFAA (1) (2015)
Keyphrases
- streaming data
- streaming time series
- data streams
- concept drift
- anomaly detection
- sliding window
- clustering algorithm
- data stream mining
- k means
- data distribution
- stream mining
- prediction accuracy
- evolving data streams
- data mining tasks
- data streaming
- incremental clustering
- stream data
- hierarchical clustering
- unsupervised learning
- data points
- data sets
- mining data streams
- high dimensional
- machine learning