Photo of Dewei Yi

    Accepting PhD Students

    PhD projects

    Applied machine learning, hybrid intelligent systems, intelligent vehicles, and precise agriculture.

    • 70 Citations
    20142020

    Research output per year

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    Personal profile

    Biography

    My research interests include personalized systems, autonomous vehicles, vehicular networks, and precise agrculture.

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    Research Output

    • 70 Citations
    • 8 Article
    • 2 Conference contribution
    • 1 Paper

    A machine learning based personalized system for driving state recognition

    Yi, D., Su, J., Liu, C., Quddus, M. & Chen, W-H., Aug 2019, In : Transportation Research Part C: Emerging Technologies. 105, p. 241-261 21 p.

    Research output: Contribution to journalArticle

  • 2 Citations (Scopus)

    Trajectory Clustering Aided Personalized Driver Intention Prediction for Intelligent Vehicles

    Yi, D., Su, J., Liu, C. & Chen, W-H., Jun 2019, In : IEEE Transactions on Industrial Informatics. 15, 6, p. 3693-3702 10 p.

    Research output: Contribution to journalArticle

  • 2 Citations (Scopus)

    New Driver Workload Prediction Using Clustering-Aided Approaches

    Yi, D., Su, J., Liu, C. & Chen, W-H., Jan 2019, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 49, 1, p. 64-70 7 p.

    Research output: Contribution to journalArticle

  • 3 Citations (Scopus)

    Personalized Driver Workload Inference by Learning From Vehicle Related Measurements

    Yi, D., Su, J., Liu, C. & Chen, W-H., Jan 2019, In : IEEE Transactions on Systems, Man, and Cybernetics: Systems. 49, 1, p. 159-168 10 p.

    Research output: Contribution to journalArticle

    Open Access
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  • 6 Citations (Scopus)
    1 Downloads (Pure)

    Implicit Personalization in Driving Assistance: State-of-the-Art and Open Issues

    Yi, D., Su, J., Hu, L., Liu, C., Quddus, M. A., Dianati, M. & Chen, W-H., 19 Dec 2019, In : IEEE Transactions on Intelligent Vehicles. 18 p.

    Research output: Contribution to journalArticle