An Auto-tuning Solution to Data Streams Clustering in OpenCL.
Jianbin FangAna Lucia VarbanescuHenk J. SipsPublished in: CSE (2011)
Keyphrases
- data streams
- k means
- sliding window
- clustering method
- clustering algorithm
- optimal solution
- outlier detection
- self organizing maps
- multiple data streams
- hierarchical clustering
- closed form
- spectral clustering
- anomaly detection
- unsupervised learning
- data points
- data mining
- change detection
- data clustering
- data sets
- concept drift
- categorical data
- continuous data streams
- real time