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脑电情绪识别中跨被试迁移学习方法研究 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, 2019
Authors:  李劲鹏
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脑-机接口,情绪识别,深度学习,迁移学习,领域自适应,对抗训练  
Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control 期刊论文
IEEE Transaction on Industrial Informatics, 2017, 期号: 27, 页码: 1-9
Authors:  Wang JP(王军平)
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Industry 4.0  Distributed Coordination Control  Multi-task Generative Adversarial Nets  Decision Making  
基于深度学习的交通预测方法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  段艳杰
Adobe PDF(3128Kb)  |  Favorite  |  View/Download:515/8  |  Submit date:2017/06/19
智能交通  深度学习  交通预测  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
Authors:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
View  |  Adobe PDF(7133Kb)  |  Favorite  |  View/Download:218/65  |  Submit date:2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
Large-Scale Online Multitask Learning and Decision Making for Flexible Manufacturing 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2016, 卷号: 12, 期号: 6, 页码: 2139-2147
Authors:  Wang, JunPing;  Sun, YunChuan;  Zhang, WenSheng;  Thomas, Ian;  Duan, ShiHui;  Shi, YouKang;  JUNPING WANG
View  |  Adobe PDF(2070Kb)  |  Favorite  |  View/Download:253/56  |  Submit date:2016/10/20
Decision Making  Flexible Manufacturing  Industry 4.0  Online Multitask Coordination Learning  
深度强化学习综述:兼论计算机围棋的发展 期刊论文
控制理论与应用, 2016, 卷号: 33, 期号: 6, 页码: 701-717
Authors:  赵冬斌;  邵坤;  朱圆恒;  李栋;  陈亚冉;  王海涛;  刘德荣;  周彤;  王成红
View  |  Adobe PDF(2816Kb)  |  Favorite  |  View/Download:679/273  |  Submit date:2017/09/13
深度强化学习  初弈号  深度学习  强化学习  人工智能  
社会媒体中的情感趋同现象建模与分析 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  何赛克
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情感趋同  社会媒体  普适性  因子图模型  多模态  结构学习  Emotion Entrainment  Social Media  Model-free  Factor Graph Model  Multi-modality  Structural Learning  
Traffic Flow Prediction With Big Data: A Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 2, 页码: 865-873
Authors:  Lv, Yisheng;  Duan, Yanjie;  Kang, Wenwen;  Li, Zhengxi;  Wang, Fei-Yue
View  |  Adobe PDF(1520Kb)  |  Favorite  |  View/Download:1790/1407  |  Submit date:2015/09/21
Deep Learning  Stacked Autoencoders (Saes)  Traffic Flow Prediction