Incremental Quantization for Aging Data Streams.
Fatih AltiparmakDavid ChiuHakan FerhatosmanogluPublished in: ICDM Workshops (2007)
Keyphrases
- data streams
- sliding window
- concept drift
- incremental learning
- streaming data
- incremental clustering
- data distribution
- sensor data
- stream processing
- stream data
- data driven
- sensor networks
- data sets
- age estimation
- quantization error
- quantization noise
- data stream mining
- change detection
- mining data streams
- data structure
- incremental version
- continuous data streams
- distributed data streams
- limited memory
- outlier detection
- frequent itemsets
- multiscale