457 citations
- Drexel UniversityUS2 papers
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- China Academy of Engineering PhysicsCN1 paper
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4 papers · 1 filter
Accelerated Evaluation of Automated Vehicles Safety in Lane Change Scenarios Based on Importance Sampling Techniques
Ding Zhao, Henry Lam, Huei Peng +4
Automated vehicles (AVs) must be evaluated thoroughly before their release and deployment. A widely-used evaluation approach is the Naturalistic-Field Operational Test (N-FOT), whi…
Estimating the class prior and posterior from noisy positives and unlabeled data
Shantanu Jain, Martha White, Predrag Radivojac
We develop a classification algorithm for estimating posterior distributions from positive-unlabeled data, that is robust to noise in the positive labels and effective for high-dim…
Hierarchical multivariate space-time methods for modeling counts with an application to stroke mortality data
Harrison Quick, Lance A. Waller, Michele Casper
Geographic patterns in stroke mortality have been studied as far back as the 1960s, when a region of the southeastern United States became known as the "stroke belt" due to its unu…
Crime Modeling with Truncated Lévy Flights for Residential Burglary Models
Chaohao Pan, Bo Li, Chuntian Wang +4
Statistical agent-based models for crime have shown that repeat victimization can lead to predictable crime hotspots (see e.g. Short et al., Math. Models Methods Appl., 2008), then…