Stream-based event prediction using bayesian and bloom filters.
Miao WangViliam HolubJohn MurphyPatrick O'SullivanPublished in: ICPE (2013)
Keyphrases
- bloom filter
- stream processing
- prediction accuracy
- data structure
- event detection
- data streams
- space efficient
- prediction algorithm
- record linkage
- prediction model
- sliding window
- maximum likelihood
- prediction error
- real time
- news stories
- signature file
- databases
- event streams
- event recognition
- reservoir sampling
- posterior distribution
- stream data
- event driven
- probabilistic model
- neural network
- data sets