CGAN-EB: A Non-parametric Empirical Bayes Method for Crash Hotspot Identification Using Conditional Generative Adversarial Networks: A Simulated Crash Data Study.
Mohammad ZareiBruce HellingaPedram IzadpanahPublished in: CoRR (2021)
Keyphrases
- synthetic data
- input data
- prior knowledge
- empirical bayes
- test data
- missing data
- data sets
- correlation analysis
- noisy data
- experimental study
- statistical analysis
- image data
- database
- data structure
- statistical methods
- data collection
- training samples
- data analysis
- video sequences
- knowledge discovery
- original data
- prior information
- similarity measure
- em algorithm
- preprocessing
- objective function
- pairwise
- regression analysis
- learning algorithm
- data points