Browsing by Author "Yi, Dewei"
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Item Accelerate Training of Personalised Multi-Task Federated Learning(IEEE Explore, 2024-10-23) Li, Yiren; Sharma, Pradip; Leontidis, Georgios; Yi, Dewei; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing ScienceItem Aerial Visual Perception in Smart Farming : Field Study of Wheat Yellow Rust Monitoring(2021-03) Su, Jinya; Yi, Dewei; Su, Baofeng; Mi, Zhiwen; Liu, Cunjia; Hu, Xiaoping; Xu, Xiangming; Guo, Lei; Chen, Wen-Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Application of a Brain-Inspired Deep Imitation Learning Algorithm in Autonomous Driving(2021-11-01) Yi, Dewei; Sui, Jie; Ahmedov, Hasan Bayarov; University of Aberdeen.Computing Science; University of Aberdeen.Psychology; University of Aberdeen.Machine LearningItem Blockchain technology in current agricultural systems : From Techniques to Applications(2020-08-05) Lin, Weijun; Huang, Xinghong; Fang, Hui; Wang, Victoria; Hua, Yining; Wang, Jingjie; Yin, Haining; Yi, Dewei; Yau, Laihung; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection(2024-04) Yi, Dewei; Baltov, Petar; Hua, Yining; Philip, Sam; Sharma, Pradip Kumar; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Aberdeen Centre for Health Data Science; University of Aberdeen.Cybersecurity and PrivacyItem Control and Applications of Intelligent Unmanned Aerial Vehicles(2025-01) Yan, Yunda; Yi, Dewei; Lu, Hao; Gao, Lan; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Cooperative Multiagent Attentional Communication for Large-Scale Task Space(2022-01-24) Zou, Qijie; Hu, Youkun; Yi, Dewei; Gao, Bing; Qin, Jing; Chen, Chi-Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Coordinate-Aware Mask R-CNN with Group Normalization : A Underwater Marine Animal Instance Segmentation Framework(2024-05-28) Yi, Dewei; Ahmedov, Hasan Bayarov; Jiang, Shouyong; Li, Yiren; Flinn, Sean Joseph; Fernandes, Paul G.; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Natural & Computing SciencesItem Deep Ensembles for Semantic Segmentation on Road Detection(IEEE Explore, 2021-11-15) Uzun, Deniz; Yi, Dewei; Yang, Chenguang; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem A Deep Learning Approach to Self-prioritization Processing(2023-08-12) Lu, Zhuoen; Yi, Dewei; He, Xun; Sui, Jie; University of Aberdeen.Psychology; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.PsychologyItem Dimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset : Experimental Comparisons(2017-12) Su, Jinya; Yi, Dewei; Liu, Cunjia; Guo, Lei; Chen, Wen-Hua; University of Aberdeen.Computing ScienceItem Domain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks(2023-07-08) Hua, Yining; Sui, Jie; Fang, Hui; Hu, Chuan; Yi, Dewei; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.PsychologyItem Enhanced Affinity Propagation Clustering on Heterogeneous Information Network(Springer, 2024-05-19) Rajan, Debinal; Jiang, Shouyong; Yi, Dewei; Pang, Wei; Coghill, George; Panoutsos, George; Mahfouf, Mahdi; Mihaylova, Lyudmila S.; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)Item Fine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVs(2022-11) Hua, Yining; Sevegnani, Michele; Yi, Dewei; Birnie, Andrew; Mcaslan, Steve; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving(2022-12-01) Yi, Dewei; Fang, Hui; Hua, Yining; Su, Jinya; Quddus, Mohammed A.; Han, Jungong; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT(2025-04) Yi, Dewei; Hua, Yining; Murchie, Peter; Sharma, Pradip; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Institute of Applied Health Sciences; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Cybersecurity and PrivacyItem LLEDA - Lifelong Self-Supervised Domain Adaptation(ArXiv, 2022-11-12) Thota, Mamatha; Yi, Dewei; Leontidis, Georgios; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem LLEDA—Lifelong Self-Supervised Domain Adaptation(2023-11-04) Thota, Mamatha; Yi, Dewei; Leontidis, Georgios; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours(2025-07-03) Thompson, Iniakpokeikiye Peter; Yi, Dewei; Reiter, Ehud; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Computational Linguistics at AberdeenItem Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions(Springer Science and Business Media Deutschland GmbH, 2023) Ghadage, Adinath; Yi, Dewei; Coghill, George; Pang, Wei; El Gayar, Neamat; Trentin, Edmondo; Ravanelli, Mirco; Abbas, Hazem; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)