30 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of MichiganUS12 papers
- Chalmers University of TechnologySE3 papers
- Tsinghua UniversityCN2 papers
- University of Michigan–DearbornUS2 papers
- Virginia TechUS2 papers
- Beijing National Research Center for Information Science and TechnologyCN1 paper
- California University of PennsylvaniaUS1 paper
- Carnegie Mellon UniversityUS1 paper
- DEVCOM Army Research LaboratoryUS1 paper
- Eunice Kennedy Shriver National Institute of Child Health and Human DevelopmentUS1 paper
- Insurance Institute for Highway SafetyUS1 paper
- Massachusetts Institute of TechnologyUS1 paper
4 papers · 1 filter
Active sampling: A machine-learning-assisted framework for finite population inference with optimal subsamples
Henrik Imberg, Xiaomi Yang, Carol Flannagan +1
Data subsampling has become widely recognized as a tool to overcome computational and economic bottlenecks in analyzing massive datasets. We contribute to the development of adapti…
Adaptive Safety Evaluation for Connected and Automated Vehicles with Sparse Control Variates
Jingxuan Yang, Haowei Sun, Honglin He +3
Safety performance evaluation is critical for developing and deploying connected and automated vehicles (CAVs). One prevailing way is to design testing scenarios using prior knowle…
A Probabilistic Framework for Estimating the Risk of Pedestrian-Vehicle Conflicts at Intersections
Pei Li, Huizhong Guo, Shan Bao +1
Pedestrian safety has become an important research topic among various studies due to the increased number of pedestrian-involved crashes. To evaluate pedestrian safety proactively…
A Continual Learning Framework for Adaptive Defect Classification and Inspection
Wenbo Sun, Raed Al Kontar, Judy Jin +1
Machine-vision-based defect classification techniques have been widely adopted for automatic quality inspection in manufacturing processes. This article describes a general framewo…