HSCFC: High-dimensional streaming data clustering algorithm based on feedback control system.
Guohui DingYankai WangChenyang LiHaohan SunCailong LiLei WangHaijun YinTiantian HuangPublished in: Future Gener. Comput. Syst. (2023)
Keyphrases
- streaming data
- control system
- high dimensional
- clustering algorithm
- data streams
- concept drift
- sliding window
- data distribution
- dimensionality reduction
- data stream mining
- anomaly detection
- low dimensional
- evolving data streams
- similarity search
- stream data
- multi dimensional
- data streaming
- massive data streams
- high dimensionality
- k means
- stream mining
- stream processing
- data points
- data sets
- high dimensional data
- change detection
- nearest neighbor
- management system
- data mining
- real time
- noisy data
- classification algorithm
- database
- continuous queries
- feature space
- pattern recognition
- incremental clustering
- learning algorithm
- concept drifting data streams