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基于层次化异质图神经网络的企业信用评级技术研究 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:  冯博 靖
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图神经网络  异质图网络  企业信用评级  
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  
AI 资讯 2022年 第03期(总第95期) 其他
2022-03-22
Authors:  张桂英
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Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions 期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
Authors:  Tian, Hu;  Zheng, Xiaolong;  Zhao, Kang;  Liu, Maggie Wenjing;  Zeng, Daniel Dajun
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graph representation learning  deep learning  predictive models  business intelligence  
Energy Theft Detection in Smart Grids: Taxonomy, Comparative Analysis, Challenges, and Future Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 578-600
Authors:  Mohsin Ahmed, Abid Khan, Mansoor Ahmed, Mouzna Tahir, Gwanggil Jeon, Giancarlo Fortino, Francesco Piccialli
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Challenges,comparative analysis,energy theft detection,future research directions,smart grid,taxonomy  
A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 138-152
Authors:  Qian-Long Dang, Wei Xu, Yang-Fei Yuan
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Multimodal multi-objective optimization (MMO)  dynamic resource allocating strategy (DRAS)  reinforcement learning (RL)  decision space partition  zoning search  
Knowledge Learning With Crowdsourcing: A Brief Review and Systematic Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 749-762
Authors:  Jing Zhang
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Crowdsourcing  data fusion  learning from crowds  learning paradigms  learning with uncertainty  
Using EEG Nonlinear Dynamic Features and Machine Learning to Identify Different Organizational Commitment 会议论文
, 中国 上海, 2022.7.22
Authors:  Zhang R(张睿);  Wang ZY(王子洋);  Liu Y(刘禹)
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Recognizing the Level of Organizational Commitment Based on Deep Learning Methods and EEG 会议论文
, 中国 上海, 2022-4-30
Authors:  Zhang R(张睿);  Wang ZY(王子洋);  Yang FM(杨芳梅);  Liu Y(刘禹)
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基于平行学习的多源异构知识协同方法与应用研究 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:  杨林瑶
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平行学习  知识协同  知识图谱  图神经网络  表示学习