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Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 页码: 10
Authors:  Zhao, Jianlong;  Huang, Jinjie;  Zhi, Dongmei;  Yan, Weizheng;  Ma, Xiaohong;  Yang, Xiao;  Li, Xianbin;  Ke, Qing;  Jiang, Tianzi;  Calhoun, Vince D.;  Sui, Jing
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Resting-state fMRI  Generative adversarial networks (GAN)  Deep learning  Classification  Major depressive disorders  Schizophrenia  
Fuzzy Multilayer Clustering and Fuzzy Label Regularization for Unsupervised Person Reidentification 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 7, 页码: 1356-1368
Authors:  Zhang, Zhong;  Huang, Meiyan;  Liu, Shuang;  Xiao, Baihua;  Durrani, Tariq S.
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Databases  Multilayer perceptrons  Nonhomogeneous media  Training  Feature extraction  Clustering algorithms  Cameras  Fuzzy multilayer clustering (FMC)  fuzzy label regularization (FLR)  unsupervised person reidentification  
社会媒体上下文感知的序列行为建模 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄晓雯
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社会媒体  序列行为建模  用户建模  序列推荐  多模态  异构信息网络  知识图谱  可解释性  
受情绪调控机制启发的机器人运动决策方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄销
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脑启发式计算  情绪生成与调节  情绪调控决策  基于模型动态规划  无模型学习  强化学习  
A Compact Convolutional Neural Network for Surface Defect Inspection 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 7, 页码: 19
Authors:  Huang, Yibin;  Qiu, Congying;  Wang, Xiaonan;  Wang, Shijun;  Yuan, Kui
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surface defect inspection  convolutional neural network  machine vision  
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), 2020, 卷号: 16, 期号: 2, 页码: 1-24
Authors:  Xiaowen Huang;  Shengsheng Qian;  Quan Fang;  Jitao Sang;  Changsheng Xu
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user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Computational modeling of Emotion-motivated Decisions for Continuous Control of Mobile Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 期号: 2020, 页码: 1-14
Authors:  Xiao Huang;  Wei Wu;  Hong Qiao
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Brain-inspired Computing  Emotion-motivated Learning  Emotion-memory Interactions  Decision-making  Reinforcement Learning  
Connecting Model-Based and Model-Free Control With Emotion Modulation in Learning Systems 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: 10, 期号: 4, 页码: 1-15
Authors:  Xiao Huang;  Wei Wu;  Hong Qiao
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Brain-inspired computing  decision-making  emotion modulation  emotion-cognition interactions  reinforcement learning  
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendatio 会议论文
, Nice, France, 2019.10.21-2019.10.27
Authors:  Xiaowen Huang;  Quan Fang;  Shengsheng Qian;  Jitao Sang;  Yan Li;  Changsheng Xu
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Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data 会议论文
, Cuvu, Yanuca Island, Fiji, 2019-8-26至2019-8-30
Authors:  Yi Huang;  Xiaoshan Yang;  Changsheng Xu
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