Bayesian Network Construction and Simplified Inference Method Based on Causal Chains.
Yohei UedaDaisuke IdeMasaomi KimuraPublished in: IHSI (2018)
Keyphrases
- bayesian networks
- high precision
- detection method
- experimental evaluation
- computational cost
- feature set
- high accuracy
- probabilistic model
- dynamic programming
- cost function
- significant improvement
- data sets
- inference process
- pairwise
- segmentation algorithm
- preprocessing
- probabilistic inference
- support vector machine
- parameter learning
- bayesian network inference
- classification method
- synthetic data
- generative model
- prior knowledge
- similarity measure