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基于原型的在线自适应学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  沈媛媛
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在线半监督学习  在线主动学习  非遗忘学习  连续自适应  原型学习  
A survey on big data-driven digital phenotyping of mental health 期刊论文
INFORMATION FUSION, 2019, 卷号: 52, 页码: 290-307
Authors:  Liang, Yunji;  Zheng, Xiaolong;  Zeng, Daniel D.
Favorite  |  View/Download:7/0  |  Submit date:2019/12/16
Digital phenotyping  Big data  Mental health  Data mining  Information fusion  
A topic enhanced approach to detecting multiple standpoints in web texts 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 501, 页码: 483-494
Authors:  Lin, Junjie;  Kong, Qingchao;  Mao, Wenji;  Wang, Lei
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Multiple standpoint detection  Topic model  Topic enhanced approach  Adaptive parameter determination  
An effective approach for emotion detection in multimedia text data using sequence based convolutional neural network 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 20, 页码: 29607-29639
Authors:  Shrivastava, Kush;  Kumar, Shishir;  Jain, Deepak Kumar
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Multimedia data  Emotion detection  Deep learning  Convolutional neural network  Deep neural network  
A hierarchical contextual attention-based network for sequential recommendation 期刊论文
NEUROCOMPUTING, 2019, 卷号: 358, 页码: 141-149
Authors:  Cui, Qiang;  Wu, Shu;  Huang, Yan;  Wang, Liang
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Sequential recommendation  Recurrent neural network  Short-term interest  Context  Attention mechanism  
Reading selectively via Binary Input Gated Recurrent Unit 会议论文
, 中国澳门, 2019-08
Authors:  Li Z(李哲);  Wang PS(王培松);  Lu HQ(卢汉清);  Cheng J(程健)
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Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
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Deep learning  social transportation  traffic information detection  social media  text mining  
引入物理环境信息的问答技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  姚轶群
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自然语言理解  物理环境  视觉  问答  推理  
基于卷积神经网络的激发荧光断层成像重建算法研究 学位论文
工学硕士学位, 中科科学院大学: 中国科学院大学, 2019
Authors:  黄超
Adobe PDF(1947Kb)  |  Favorite  |  View/Download:54/0  |  Submit date:2019/06/20
激发荧光断层重建, 深度学习, 神经网络, 前向问题, 逆向问题  
面向用户行为序列的深度上下文建模 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  崔强
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上下文信息  深度学习  用户行为序列  循环神经网络  注意力机制