Sign in
Dewei Yi
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 21
Top Topics
Imitation Learning
Remote Sensing
Autonomous Driving
Hyperspectral
Top Venues
IEEE Trans. Ind. Informatics
CoRR
IEEE Trans. Syst. Man Cybern. Syst.
IEEE Trans. Cogn. Dev. Syst.
</>
Publications
</>
Mamatha Thota
,
Dewei Yi
,
Georgios Leontidis
LLEDA - Lifelong Self-Supervised Domain Adaptation.
Knowl. Based Syst.
279 (2023)
Adinath Ghadage
,
Dewei Yi
,
George M. Coghill
,
Wei Pang
Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions.
ANNPR
(2022)
Yining Hua
,
Dewei Yi
Synthetic to Realistic Imbalanced Domain Adaption for Urban Scene Perception.
IEEE Trans. Ind. Informatics
18 (5) (2022)
Dewei Yi
,
Hui Fang
,
Yining Hua
,
Jinya Su
,
Mohammed Quddus
,
Jungong Han
Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving.
IEEE Trans. Cogn. Dev. Syst.
14 (4) (2022)
Jinya Su
,
Dewei Yi
,
Matthew Coombes
,
Cunjia Liu
,
Xiaojun Zhai
,
Klaus Dieter McDonald-Maier
,
Wen-Hua Chen
Spectral analysis and mapping of blackgrass weed by leveraging machine learning and UAV multispectral imagery.
Comput. Electron. Agric.
192 (2022)
Yining Hua
,
Michele Sevegnani
,
Dewei Yi
,
Andrew Birnie
,
Steve McAslan
Fine-Grained RNN With Transfer Learning for Energy Consumption Estimation on EVs.
IEEE Trans. Ind. Informatics
18 (11) (2022)
Mamatha Thota
,
Dewei Yi
,
Georgios Leontidis
LLEDA - Lifelong Self-Supervised Domain Adaptation.
CoRR
(2022)
Luc Le Mero
,
Dewei Yi
,
Mehrdad Dianati
,
Alexandros Mouzakitis
A Survey on Imitation Learning Techniques for End-to-End Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst.
23 (9) (2022)
Deniz Uzun
,
Dewei Yi
Deep Ensembles for Semantic Segmentation on Road Detection.
ICAC
(2021)
Jinya Su
,
Dewei Yi
,
Baofeng Su
,
Zhiwen Mi
,
Cunjia Liu
,
Xiaoping Hu
,
Xiangming Xu
,
Lei Guo
,
Wen-Hua Chen
Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring.
IEEE Trans. Ind. Informatics
17 (3) (2021)
Hasan Bayarov Ahmedov
,
Dewei Yi
,
Jie Sui
Brain-Inspired Deep Imitation Learning for Autonomous Driving Systems.
CoRR
(2021)
Hasan Bayarov Ahmedov
,
Dewei Yi
,
Jie Sui
Application of a brain-inspired deep imitation learning algorithm in autonomous driving.
Softw. Impacts
10 (2021)
Dewei Yi
,
Jinya Su
,
Wen-Hua Chen
Probabilistic faster R-CNN with stochastic region proposing: Towards object detection and recognition in remote sensing imagery.
Neurocomputing
459 (2021)
Weijun Lin
,
Xinghong Huang
,
Hui Fang
,
Victoria Wang
,
Yining Hua
,
Jingjie Wang
,
Haining Yin
,
Dewei Yi
,
Laihung Yau
Blockchain Technology in Current Agricultural Systems: From Techniques to Applications.
IEEE Access
8 (2020)
Dewei Yi
,
Jinya Su
,
Liang Hu
,
Cunjia Liu
,
Mohammed Quddus
,
Mehrdad Dianati
,
Wen-Hua Chen
Implicit Personalization in Driving Assistance: State-of-the-Art and Open Issues.
IEEE Trans. Intell. Veh.
5 (3) (2020)
Dewei Yi
,
Jinya Su
,
Cunjia Liu
,
Wen-Hua Chen
Personalized Driver Workload Inference by Learning From Vehicle Related Measurements.
IEEE Trans. Syst. Man Cybern. Syst.
49 (1) (2019)
Dewei Yi
,
Jinya Su
,
Cunjia Liu
,
Wen-Hua Chen
Trajectory Clustering Aided Personalized Driver Intention Prediction for Intelligent Vehicles.
IEEE Trans. Ind. Informatics
15 (6) (2019)
Dewei Yi
,
Jinya Su
,
Cunjia Liu
,
Wen-Hua Chen
New Driver Workload Prediction Using Clustering-Aided Approaches.
IEEE Trans. Syst. Man Cybern. Syst.
49 (1) (2019)
Jinya Su
,
Dewei Yi
,
Cunjia Liu
,
Lei Guo
,
Wen-Hua Chen
Dimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset: Experimental Comparisons.
Sensors
17 (12) (2017)
Dewei Yi
,
H. Yang
HEER - A delay-aware and energy-efficient routing protocol for wireless sensor networks.
Comput. Networks
104 (2016)
Dewei Yi
,
Jinya Su
,
Cunjia Liu
,
Wen-Hua Chen
Data-driven situation awareness algorithm for vehicle lane change.
ITSC
(2016)