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A Transformer-based Approach for Identifying Target-oriented Opinions from Travel Reviews 会议论文
, Padua, Italy, 2022-07
Authors:  Haoda Qian;  Zaichuan Tang;  Yajun Ren;  Qiudan Li;  Daniel Zeng
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领域跨媒体知识表达与推理技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  张莹莹
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知识图谱  表示学习  多模态  推理  
基于增强文本表示的新闻推荐方法及其面向特定领域的应用研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  孙颖
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新闻推荐  增强文本表示  类别层次结构  候选新闻交互  面向领域的推荐  
知识图谱扩充方法研究 学位论文
, 中国科学院大学人工智能学院: 中国科学院大学人工智能学院, 2022
Authors:  孙建
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知识图谱扩充  知识推理  实体对齐  实体链接  
面向复杂对抗的对手行为预测关键技术研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2022
Authors:  siyuan xing
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兵棋,位置预测,时空建模,对手建模,异质图网络  
面向应用场景的知识图谱构建关键技术研究 学位论文
, 北京中关村东路95号: 中国科学院自动化研究所, 2022
Authors:  隋典伯
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知识图谱构建  命名实体识别  实体关系抽取  多模态学习  联邦学习  
Multi-level News Recommendation via Modeling Candidate Interactions 会议论文
, Online Conference, Mar. 4-6, 2022
Authors:  Sun, Ying;  Kong, Qingchao;  Mao, Wenji;  Tang, Shaoqiang
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news recommendation  candidate news interaction  multi-level prediction  user modeling  
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
Authors:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun;  Yang, Jun;  Xu, Yancai;  Hou, Jiachen;  Xin, Kejun;  Wang, Fei-Yue
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Task analysis  Optimization  Generative adversarial networks  Computational modeling  Automation  Training  Standards  Embedding  generative adversarial network  network alignment (NA)  optimal transport  unsupervised learning  
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
Authors:  Hao Wu;  Xin Luo;  MengChu Zhou;  Muhyaddin J. Rawa;  Khaled Sedraoui;  Aiiad Albeshri
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Big data  high dimensional and incomplete (HDI) tensor  latent factorization-of-tensors (LFT)  machine learning  missing data  optimization  proportional-integral-derivative (PID) controller  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method