NYCER: A Non-Emergency Response Predictor for NYC using Sparse Gaussian Conditional Random Fields.
David DeFazioArti RameshAnand SeetharamPublished in: MobiQuitous (2018)
Keyphrases
- conditional random fields
- emergency response
- information sharing
- probabilistic model
- graphical models
- decision making
- markov random field
- sequence labeling
- hidden markov models
- information extraction
- decision support
- decision makers
- emergency medical services
- generative model
- random fields
- crf model
- pairwise
- higher order
- named entity recognition
- government agencies
- structured prediction
- maximum likelihood
- approximate inference
- inter organizational
- semi markov
- segmentation method
- web page prediction
- data analysis
- machine learning