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GraphRQI: Classifying Driver Behaviors Using Graph Spectrums [article]

Rohan Chandra, Uttaran Bhattacharya, Trisha Mittal, Xiaoyu Li, Aniket Bera, Dinesh Manocha
2020 arXiv   pre-print

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https://web.archive.org/web/20200322011551/https://arxiv.org/pdf/1910.00049v3.pdf

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2019 pre-print
arXiv:1910.00049v1 fatcat:zweocxen5beodiydk4pcixguju
2019 pre-print
arXiv:1910.00049v2 fatcat:5di42vc72jf3dnhussagdl26tq
Our algorithm classifies the driver behavior using a supervised learning algorithm by reducing the computation to the spectral analysis of the traffic graph.  ...  We present a novel algorithm (GraphRQI) to identify driver behaviors from road-agent trajectories.  ...  While the spectrum of the traffic graph can be used to classify many behaviors, it may not be sufficient to classify the behaviors in all traffic scenarios.  ... 
arXiv:1910.00049v3 fatcat:47kmr4okxvehrk7oa44fssjc2i
Multiple Versions
Citation

Rohan Chandra, Uttaran Bhattacharya, Trisha Mittal, Xiaoyu Li, Aniket Bera, Dinesh Manocha. "GraphRQI: Classifying Driver Behaviors Using Graph Spectrums." arXiv (2020)