Research output per year
Research output per year
Personal profile
Biography
My research interests include personalized systems, autonomous vehicles, vehicular networks, and precise agrculture.
Fingerprint
Dive into the research topics where Dewei Yi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 journal › Article › peer-review
48 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 journal › Article › peer-review
40 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 journal › Article › peer-review
11 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 journal › Article › peer-review
Open AccessFile23 Citations (Scopus)4 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., 30 Sep 2020, In: IEEE Transactions on Intelligent Vehicles. 5, 3, p. 397-413 17 p., 8936867.Research output: Contribution to journal › Article › peer-review
16 Citations (Scopus)
Datasets
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Application of a Brain-Inspired Deep Imitation Learning Algorithm in Autonomous Driving
Ahmedov, H. (Creator) & Yi, D. (Contributor), Code Ocean, 1 Jan 2021
DOI: 10.24433/co.6945833.v1, https://codeocean.com/capsule/8582665/tree/v1
Dataset
Activities
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QS Global Academic Survey
Dewei Yi (Advisor)
2023Activity: Other Activities/External Responsibilities › External Responsibilities
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Multimedia Tools and Applications (Journal)
Dewei Yi (Editor)
23 Jan 2023 → …Activity: Publication peer-review and editorial work › Editor of research journal / publication series
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Applied Sciences (Journal)
Dewei Yi (Guest editor)
2023Activity: Publication peer-review and editorial work › Editor of research journal / publication series
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Steve Aitken
Dewei Yi (Host)
2023Activity: Hosting a visitor › Hosting an external visitor (non-academic)
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E. Balestri
Dewei Yi (Host)
14 Apr 2023Activity: Hosting a visitor › Hosting an external visitor (non-academic)
Prizes
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Best Postgraduate Taught Lecturer Award, Shortlisted
Yi, Dewei (Nominee), 2022
Prize: Awards, Distinctions, Medals, and Prizes
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Personal Tutor of the Year Award, Shortlisted
Yi, Dewei (Nominee), 2022
Prize: Awards, Distinctions, Medals, and Prizes