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12/21/2021
Crash Data Augmentation Using Conditional Generative Adversarial Networks (CGAN) for Improving Safety Performance Functions
In this paper, we present a crash frequency data augmentation method bas...
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12/16/2021
CGAN-EB: A Non-parametric Empirical Bayes Method for Crash Hotspot Identification Using Conditional Generative Adversarial Networks: A Real-world Crash Data Study
The empirical Bayes (EB) method based on parametric statistical models s...
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12/13/2021
CGAN-EB: A Non-parametric Empirical Bayes Method for Crash Hotspot Identification Using Conditional Generative Adversarial Networks: A Simulated Crash Data Study
In this paper, a new non-parametric empirical Bayes approach called CGAN...
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12/03/2021