Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks.
Caner KomurluMustafa BilgicPublished in: AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Keyphrases
- bayesian networks
- wireless sensor networks
- multiply sectioned bayesian networks
- probabilistic inference
- probabilistic reasoning
- optimization algorithm
- inference in bayesian networks
- energy efficient
- exact inference
- graphical models
- dynamic environments
- bayesian network inference
- naive bayes
- conditional probabilities
- probabilistic modeling
- learning bayesian networks
- structure learning
- mobile robot
- dynamic optimization
- data aggregation
- hidden variables
- incomplete data
- gaussian distribution
- optimization problems
- optimization methods
- maximum likelihood