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REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 16
作者:  Liu, Qingxiang;  Sun, Sheng;  Liang, Yuxuan;  Xu, Xiaolong;  Liu, Min;  Bilal, Muhammad;  Wang, Yuwei;  Li, Xujing;  Zheng, Yu
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Predictive models  Concept drift  Correlation  Forecasting  Computational modeling  Data models  Optimization  Adaptation models  Urban areas  Training  Traffic flow forecasting  federated learning  concept drift  online learning  graph convolution  
Global perspectives on sand dune patterns: Scale-adaptable classification using Landsat imagery and deep learning strategies 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2024, 卷号: 218, 页码: 781-801
作者:  Zheng, Zhijia;  Zhang, Xiuyuan;  Li, Jiajun;  Ali, Eslam;  Yu, Jinsongdi;  Du, Shihong
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
Sand dune pattern  Landform mapping  Global  Multiscale  Deep learning  
Temporal Knowledge Graph Reasoning With Dynamic Memory Enhancement 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 7115-7128
作者:  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Zhao, Yu;  Wang, Deqing;  Zheng, Hongwei
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Cognition  Knowledge graphs  Task analysis  History  Convolution  Biological system modeling  Semantics  Temporal knowledge graph (TKG)  memory pool  temporal knowledge graph reasoning  
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 10, 页码: 5388-5408
作者:  Jin, Guangyin;  Liang, Yuxuan;  Fang, Yuchen;  Shao, Zezhi;  Huang, Jincai;  Zhang, Junbo;  Zheng, Yu
收藏  |  浏览/下载：15/0  |  提交时间：2024/12/06
Surveys  Task analysis  Time series analysis  Transportation  Topology  Graph neural networks  Deep learning  predictive learning  spatio-temporal data mining  time series  urban computing  
Regulation of interstitial fluid flow in adventitia along vasculature by heartbeat and respiration 期刊论文
ISCIENCE, 2024, 卷号: 27, 期号: 4, 页码: 22
作者:  Li, Hongyi;  Li, Bei;  Luo, Wenqi;  Qi, Xi;  Hao, You;  Yang, Chaozhi;  Li, Wenqing;  Li, Jiazheng;  Hua, Zhen;  Guo, Tan;  Zheng, Zhijian;  Yu, Xue;  Liu, Lei;  Zhao, Jianping;  Li, Tiantian;  Huang, Dahai;  Hu, Jun;  Li, Zongmin;  Wang, Fang;  Li, Hua;  Ma, Chao;  Ji, Fusui
收藏  |  浏览/下载：29/0  |  提交时间：2024/12/06
Improving metric-based few-shot learning with dynamically scaled softmax loss 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 15
作者:  Zhang, Yu;  Zuo, Xin;  Zheng, Xuxu;  Gao, Xiaoyong;  Wang, Bo;  Hu, Weiming
收藏  |  浏览/下载：26/0  |  提交时间：2024/05/20
Few-shot learning  Metric-based learning framework  Softmax loss improvement  
Protein Structure Prediction: Challenges, Advances, and the Shift of Research Paradigms 期刊论文
GENOMICS PROTEOMICS & BIOINFORMATICS, 2023, 卷号: 21, 期号: 5, 页码: 913-925
作者:  Huang, Bin;  Kong, Lupeng;  Wang, Chao;  Ju, Fusong;  Zhang, Qi;  Zhu, Jianwei;  Gong, Tiansu;  Zhang, Haicang;  Yu, Chungong;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载：25/0  |  提交时间：2024/05/20
Protein folding  Protein structure prediction  Deep learning  Transformer  Language model  
GIPS-Mix for Accurate Identification of Isomeric Components in Glycan Mixtures Using Intelligent Group-Opting Strategy 期刊论文
ANALYTICAL CHEMISTRY, 2022, 页码: 9
作者:  Huang, Chuncui;  Hou, Meijie;  Yan, Jingyu;  Wang, Hui;  Wang, Yu;  Cao, Cuiyan;  Wang, Yaojun;  Gao, Huanyu;  Ma, Xinyue;  Zheng, Yi;  Bu, Dongbo;  Chai, Wengang;  Li, Yan;  Sun, Shiwei
收藏  |  浏览/下载：46/0  |  提交时间：2023/07/12
NPInter v5.0: ncRNA interaction database in a new era 期刊论文
NUCLEIC ACIDS RESEARCH, 2022, 页码: 8
作者:  Zheng, Yu;  Luo, Huaxia;  Teng, Xueyi;  Hao, Xinpei;  Yan, Xiaoyu;  Tang, Yiheng;  Zhang, Wanyu;  Wang, Yuanxin;  Zhang, Peng;  Li, Yanyan;  Zhao, Yi;  Chen, Runsheng;  He, Shunmin
收藏  |  浏览/下载：47/0  |  提交时间：2023/07/12
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 3174-3184
作者:  Xu, Zhe;  Wang, Yixin;  Lu, Donghuan;  Yu, Lequan;  Yan, Jiangpeng;  Luo, Jie;  Ma, Kai;  Zheng, Yefeng;  Tong, Raymond Kai-yu
收藏  |  浏览/下载：54/0  |  提交时间：2022/12/07
Image segmentation  Prototypes  Biomedical imaging  Perturbation methods  Reliability  Feature extraction  Training  Medical image segmentation  prototype learning  semi-supervised learning