Discriminative structure learning of sum-product networks for data stream classification.
Zhengya SunCheng-Lin LiuJinghao NiuWensheng ZhangPublished in: Neural Networks (2020)
Keyphrases
- structure learning
- network structure
- graphical models
- data stream classification
- bayesian networks
- sum product
- belief propagation
- transfer learning
- message passing
- conditional independence
- parameter estimation
- markov networks
- concept drift
- approximate inference
- image processing
- social networks
- learning process
- probabilistic inference
- probability distribution
- random variables
- sample size
- data sets
- prior knowledge
- data streams