Resource Constrained Data Stream Clustering with Concept Drifting for Processing Sensor Data.
Gansen ZhaoZhongjie BaJiahua DuXinming WangZiliu LiChunming RongChangqin HuangPublished in: Int. J. Data Warehous. Min. (2015)
Keyphrases
- sensor data
- resource constrained
- data streams
- sensor networks
- stream data
- concept drifting
- sensor nodes
- mining data streams
- sliding window
- mining concept drifting data streams
- concept drift
- streaming data
- wireless sensor networks
- resource constraints
- sensor measurements
- change detection
- noisy data streams
- clustering algorithm
- energy consumption
- data sets
- data distribution
- sensor readings
- continuous queries
- unsupervised learning
- routing protocol
- data points
- sensor data streams
- itemsets
- high dimensional data
- multipath
- video sequences