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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
作者:  Sun, Mengxuan;  Yang, Xuebing;  Niu, Jinghao;  Gu, Yifan;  Wang, Chutong;  Zhang, Wensheng
收藏  |  浏览/下载：41/0  |  提交时间：2024/02/21
Electronic health records  Clinical outcome prediction  Patient representation  Cross-modal contrastive learning  
Static-dynamic global graph representation for pedestrian trajectory prediction 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 277, 页码: 13
作者:  Zhou, Hao;  Yang, Xu;  Fan, Mingyu;  Huang, Hai;  Ren, Dongchun;  Xia, Huaxia
收藏  |  浏览/下载：112/0  |  提交时间：2023/11/17
Trajectory prediction  Social interaction  Global graph representation  
Meta-path infomax joint structure enhancement for multiplex network representation learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 275, 页码: 14
作者:  Yuan, Ruiwen;  Wu, Yajing;  Tang, Yongqiang;  Wang, Junping;  Zhang, Wensheng
收藏  |  浏览/下载：49/0  |  提交时间：2023/11/17
Multiplex network  Graph neural network  Network representation learning  Complementary information  Graph structure learning  
HMSG: Heterogeneous graph neural network based on Metapath SubGraph learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 279, 页码: 11
作者:  Guan, Mengya;  Cai, Xinjun;  Shang, Jiaxing;  Hao, Fei;  Liu, Dajiang;  Jiao, Xianlong;  Ni, Wancheng
收藏  |  浏览/下载：102/0  |  提交时间：2023/11/16
Graph neural network  Heterogeneous graph  Metapath  Subgraph  Information network  
HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 254, 页码: 13
作者:  Jia, Xueqi;  Shang, Jiaxing;  Liu, Dajiang;  Zhang, Haidong;  Ni, Wancheng
收藏  |  浏览/下载：155/0  |  提交时间：2022/11/14
Information popularity prediction  Graph neural network  Hierarchical attention  Social network analysis  Predictive factors  
IPGAN: Identity-Preservation Generative Adversarial Network for unsupervised photo-to-caricature translation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 241, 页码: 11
作者:  Yan, Lan;  Zheng, Wenbo;  Gou, Chao;  Wang, Fei-Yue
Adobe PDF(3723Kb)  |  收藏  |  浏览/下载：293/47  |  提交时间：2022/06/10
Photo-to-caricature translation  Generative adversarial networks  Image-to-image translation  Style transfer  Image warping  
Knowledge structure driven prototype learning and verification for fact checking 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 10
作者:  Wang, Shuai;  Mao, Wenji;  Wei, Penghui;  Zeng, Daniel D.
Adobe PDF(965Kb)  |  收藏  |  浏览/下载：414/71  |  提交时间：2022/06/10
Fact checking  Knowledge structure  Hierarchical prototype learning  Relation enhancement  Verification  
Tucker decomposition-based temporal knowledge graph completion 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 9
作者:  Shao, Pengpeng;  Zhang, Dawei;  Yang, Guohua;  Tao, Jianhua;  Che, Feihu;  Liu, Tong
Adobe PDF(611Kb)  |  收藏  |  浏览/下载：276/48  |  提交时间：2022/06/10
Temporal knowledge graphs  Tucker decomposition  Reconstruction  Contrastive learning  
Multi-aspect self-supervised learning for heterogeneous information network 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:  Che, Feihu;  Tao, Jianhua;  Yang, Guohua;  Liu, Tong;  Zhang, Dawei
Adobe PDF(2661Kb)  |  收藏  |  浏览/下载：226/45  |  提交时间：2021/12/28
Heterogeneous information network  Self-supervised  Contrastive learning  Graph neural network  
Quantum Probability-inspired Graph Attention Network for Modeling Complex Text Interaction 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 234, 页码: 12
作者:  Yan, Peng;  Li, Linjing;  Zeng, Daniel
收藏  |  浏览/下载：240/0  |  提交时间：2021/12/28
Natural language processing  Quantum probability  Graph attention network