Estimating the Missing Traffic Speeds via Continuous Conditional Random Fields.
Bing LiangChong ChenYing-Hui GuanXiao-Yu HuangPublished in: APWeb Workshops (2015)
Keyphrases
- conditional random fields
- probabilistic model
- hidden markov models
- higher order
- sequence labeling
- markov random field
- graphical models
- generative model
- crf model
- maximum entropy
- information extraction
- random fields
- structured prediction
- pairwise
- structured learning
- named entity recognition
- parameter learning
- web page prediction
- image labeling
- approximate inference
- protein fold recognition
- markov models
- undirected graphical models
- superpixels
- markov networks
- missing values
- semi markov
- contextual features
- parameter estimation
- active learning
- bayesian networks