Scaling up for high dimensional and high speed data streams: HSDStream.
Irshad AhmedIrfan AhmedWaseem ShahzadPublished in: CoRR (2015)
Keyphrases
- high speed data streams
- high dimensional
- data streams
- sliding window
- concept drift
- low dimensional
- streaming data
- mining data streams
- closed frequent itemsets
- dimensionality reduction
- high dimensionality
- nearest neighbor
- noisy data
- high dimensional data
- real time
- data points
- feature space
- change detection
- multi dimensional
- data distribution
- machine learning