A Novel Rough Set Based Clustering Approach for Streaming Data.
Yogita ThakranDurga ToshniwalPublished in: SocProS (2012)
Keyphrases
- streaming data
- streaming time series
- data streams
- concept drift
- sliding window
- anomaly detection
- clustering algorithm
- data stream mining
- incremental clustering
- data distribution
- hierarchical clustering
- evolving data streams
- k means
- similarity search
- massive data streams
- incoming data
- rough sets
- unsupervised learning
- knn
- stream mining
- neural network
- k nearest neighbor
- model selection
- support vector machine
- stream processing
- data points
- classification accuracy
- similarity measure
- image processing