Chunk Incremental LDA Computing on Data Streams.
Shaoning PangSeiichi OzawaNikola K. KasabovPublished in: ISNN (2) (2005)
Keyphrases
- data streams
- linear discriminant analysis
- sliding window
- concept drift
- incremental learning
- streaming data
- face recognition
- data sets
- topic models
- dimensionality reduction
- generative model
- discriminant analysis
- distributed data streams
- null space
- change detection
- sensor networks
- data distribution
- outlier detection
- itemsets
- continuous queries
- data stream mining
- topic discovery
- multiple data streams
- feature extraction