A Parallel Conditional Random Fields Model Based on Spark Computing Environment.
Zhuo TangZhongming FuZherong GongKenli LiKeqin LiPublished in: J. Grid Comput. (2017)
Keyphrases
- conditional random fields
- computing environments
- graphical models
- probabilistic model
- information extraction
- random fields
- hidden markov models
- maximum entropy
- crf model
- sequence labeling
- image labeling
- grid computing
- service discovery
- pairwise
- pervasive computing environments
- generative model
- semi markov
- markov random field
- higher order
- markov models
- structured learning
- mobile agents
- protein fold recognition
- markov networks
- pervasive computing
- structured prediction
- named entity recognition
- parameter learning
- undirected graphical models
- segmentation method
- intelligent systems
- bayesian networks
- web page prediction
- reinforcement learning