CGAN-EB: A Non-parametric Empirical Bayes Method for Crash Hotspot Identification Using Conditional Generative Adversarial Networks: A Real-world Crash Data Study.
Mohammad ZareiBruce HellingaPedram IzadpanahPublished in: CoRR (2021)
Keyphrases
- synthetic data
- data sets
- real world
- input data
- experimental study
- empirical bayes
- detection method
- statistical analysis
- preprocessing
- prior knowledge
- data sources
- image data
- data analysis
- data structure
- noisy data
- database
- original data
- similarity measure
- survey data
- information loss
- test data
- generative model
- high dimensional data
- data collection
- pairwise
- objective function
- data mining
- missing data
- clustering method
- knowledge discovery
- data points