Fast mutual information computation for dependency-monitoring on data streams.
Jonathan BoidolAndreas HapfelmeierPublished in: SAC (2017)
Keyphrases
- mutual information
- data streams
- distributed data streams
- information theoretic
- information content
- image registration
- sliding window
- monitoring system
- sensor networks
- real time
- streaming data
- similarity measure
- change detection
- information gain
- stream data
- medical image registration
- statistical dependence
- mutual information maximization
- concept drift
- efficient computation
- multi modal image registration
- feature selection
- data sets
- sensor data
- text categorization
- data processing
- image analysis
- image segmentation
- clustering algorithm
- heavy hitters
- continuous data streams
- conditional mutual information
- multimodal image registration
- sensor data streams