Estimating mutual information on data streams.
Fabian KellerEmmanuel MüllerKlemens BöhmPublished in: SSDBM (2015)
Keyphrases
- mutual information
- data streams
- information theoretic
- sliding window
- image registration
- medical image registration
- multi modal image registration
- concept drift
- data sets
- similarity measure
- sensor networks
- rigid body
- streaming data
- conditional mutual information
- selection criterion
- stream data
- multi modality
- data stream mining
- mining data streams
- change detection
- information gain
- feature selection
- continuous data streams
- distributed data streams
- information theoretic measures
- high level declarative
- continuous queries
- data distribution
- outlier detection
- multi dimensional
- pattern recognition
- learning algorithm