Bayesian networks based rare event prediction with sensor data.
Seong-Pyo CheonSungshin KimSo-Young LeeChong Bum LeePublished in: Knowl. Based Syst. (2009)
Keyphrases
- sensor data
- bayesian networks
- rare events
- sensor networks
- sensor measurements
- importance sampling
- prediction accuracy
- data streams
- raw sensor data
- probability distribution
- fraud detection
- low cost sensors
- sensor readings
- monte carlo
- posterior probability
- distributed data
- probabilistic model
- approximate inference
- change detection
- naive bayes
- markov chain
- graphical models
- wireless sensor networks