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Spatio-temporal fusion graph convolutional network for traffic flow forecasting 期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
Authors:  Ma, Ying;  Lou, Haijie;  Yan, Ming;  Sun, Fanghui;  Li, Guoqi
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Graph convolutional network  Spatio-temporal data  Traffic forecasting  
Graph meets probabilistic generation model: A new perspective for graph disentanglement 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 11
Authors:  Peng, Zouzhang;  Zheng, Shuai;  Zhu, Zhenfeng;  Liu, Zhizhe;  Cheng, Jian;  Dong, Honghui;  Zhao, Yao
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Graph representation learning  Graph disentanglement  Probabilistic generation model  
Transformer-based stroke relation encoding for online handwriting and sketches 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 13
Authors:  Liu, Jing-Yu;  Zhang, Yan-Ming;  Yin, Fei;  Liu, Cheng-Lin
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Online stroke classification  Handwritten document analysis  Diagram recognition  Sketch semantic segmentation  Position encoding in transformer  
Adaptive-weighted deep multi-view clustering with uniform scale representation 期刊论文
NEURAL NETWORKS, 2024, 卷号: 171, 页码: 114-126
Authors:  Chen, Rui;  Tang, Yongqiang;  Zhang, Wensheng;  Feng, Wenlong
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Multi-view clustering  Deep clustering  Adaptive-weighted learning  Uniform scale representation  
Knowledge enhanced ensemble method for remaining useful life prediction under variable working conditions 期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 242, 页码: 13
Authors:  Li, Yuan;  Li, Jingwei;  Wang, Huanjie;  Liu, Chengbao;  Tan, Jie
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Remaining useful life  Ensemble learning  Attention mechanism  Convolutional neural network  Transfer learning  
Cross-Scenario Unknown-Aware Face Anti-Spoofing with Evidential Semantic Consistency Learning 期刊论文
IEEE Transactions on Information Forensics and Security, 2024, 页码: 3093 - 3108
Authors:  Jiang, Fangling;  Liu, Yunfan;  Si, Haolin;  Meng, Jingjing;  Li, Qi
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Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting 期刊论文
MACHINE LEARNING, 2024, 页码: 19
Authors:  Xu, Baowen;  Wang, Xuelei;  Li, Jingwei;  Liu, Chengbao
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Spatio-temporal weather forecasting  U-Net  Re-parameterization  
A cross-modal clinical prediction system for intensive care unit patient outcome 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
Authors:  Sun, Mengxuan;  Yang, Xuebing;  Niu, Jinghao;  Gu, Yifan;  Wang, Chutong;  Zhang, Wensheng
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Electronic health records  Clinical outcome prediction  Patient representation  Cross-modal contrastive learning  
New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
Authors:  Zheng, Xiaolong;  Li, Jingyu;  Lu, Mengyao;  Wang, Fei-Yue
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Economics  Biological system modeling  Data models  Task analysis  Behavioral sciences  Big Data  Analytical models  finance  generative artificial intelligence (GAI)  reinforcement learning from human feedback (RLHF)  research paradigm  
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
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Data mining  multimodal knowledge discovery  precipitation nowcasting