Resource-aware High Quality Clustering in Ubiquitous Data Streams.
Ching-Ming ChaoGuan-Lin ChaoPublished in: ICEIS (1) (2011)
Keyphrases
- data streams
- high quality
- clustering method
- clustering algorithm
- sliding window
- multiple data streams
- outlier detection
- k means
- streaming data
- data sets
- categorical data
- data clustering
- unsupervised learning
- spectral clustering
- change detection
- cluster analysis
- neural network
- low quality
- sensor networks
- ground truth
- data points
- stream data
- stream processing
- data streaming
- distributed data streams
- clusters of arbitrary shapes
- ubiquitous computing
- fuzzy clustering
- hierarchical clustering
- sensor data
- depth map
- anomaly detection
- image quality
- multi dimensional
- data mining