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Does LSTM outperform 4DDTW-KNN in lane change identification based on eye gaze data?

  • Published:2022-04 Issue: Volume:137 Page:103583
  • ISSN:0968-090X
  • Container-title:Transportation Research Part C: Emerging Technologies
  • language:en
  • Short-container-title:Transportation Research Part C: Emerging Technologies

Author:

Long Yan,Huang Jianling,Zhao Xiaohua,Li Zhenlong

Publisher

Elsevier BV

Subject

Management Science and Operations Research,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference53 articles.

1. Modeling Drivers ’ Acceleration and Lane Changing Behavior;Ahmed;Transportation,1999

2. Alabama car accident statistics, 2019. https://www.salterferguson.com/blog/2019/03/alabama-car-accident-statistics/.

3. Clustering of vehicle trajectories;Atev;IEEE Trans. Intell. Transp. Syst.,2010

4. Correlation based dynamic time warping of multivariate time series;Bankó;Expert Syst. Appl.,2012

5. Carl, J.A., Karsten, H., 2013. European Accident Research and Safety Report 2013. Gothenburg, January.

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