Dewei Yi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Domain Adaptation

Affinity Propagation

Top Venues

IEEE Trans. Ind. Informatics

Publications

Mohammed Lawal, Dewei Yi
Polar contrast attention and skip cross-channel aggregation for efficient learning in U-Net. Comput. Biol. Medicine 181 (2024)
Thompson Iniakpokeikiye Peter, Ehud Reiter, Dewei Yi
Smartphone-based extendable telematic data collection app. Softw. Impacts 19 (2024)
Zhuoen Lu, Xun He, Dewei Yi, Jie Sui
Temporal Properties of Self-Prioritization. Entropy 26 (3) (2024)
Dewei Yi, Hasan Bayarov Ahmedov, Shouyong Jiang, Yiren Li, Sean Joseph Flinn, Paul G. Fernandes
Coordinate-Aware Mask R-CNN with Group Normalization: A underwater marine animal instance segmentation framework. Neurocomputing 583 (2024)
Dewei Yi, Petar Baltov, Yining Hua, Sam Philip, Pradip Kumar Sharma
Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-Marker Detection. IEEE J. Biomed. Health Informatics 28 (4) (2024)
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)
Debinal Rajan, Shouyong Jiang, Dewei Yi, Wei Pang, George M. Coghill
Enhanced Affinity Propagation Clustering on Heterogeneous Information Network. UKCI (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)