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深度学习在医学图像分割中的研究与应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  杨雪松
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医学图像分割,深度学习,卷积网络,度量学习,对抗网络,循环神经网络,协同分割  
Prognostication of chronic disorders of consciousness using brain functional networks and clinical characteristics 期刊论文
eLife, 2018, 卷号: 2018, 期号: 7, 页码: e36173
Authors:  Song Ming;  Yi Yang;  Jianghong He;  Zhengyi Yang;  Shan Yu;  Qiuyou Xie;  Xiaoyu Xia;  Yuanyuan Dang;  Qiang Zhang;  Xinhuai Wu;  Yue Cui;  Bing Hou;  Ronghao Yu;  Ruxiang Xu;  Tianzi Jiang
View  |  Adobe PDF(7400Kb)  |  Favorite  |  View/Download:79/15  |  Submit date:2018/10/11
Disorders Of Consciousness  Prognosis  Resting State Fmri  Functional Connectivity  Brain Network  
面向社交媒体的个性化情感分析与立场挖掘方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  林俊杰
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社交媒体分析  情感分析  立场挖掘  个性化信息  基于话题的建模与求精  
面向非结构化文本的知识抽取关键技术研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  周鹏
Adobe PDF(5845Kb)  |  Favorite  |  View/Download:97/4  |  Submit date:2018/05/31
知识抽取  长短期记忆网络  卷积神经网络  二维卷积神经网络  注意力机制  
Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 332-351
Authors:  Sun, Yunlian;  Zhang, Man;  Sun, Zhenan;  Tan, Tieniu
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Demographic Estimation  Biometrics  Human Age Estimation  Gender Classification  Race Recognition  
Semantic labeling of high-resolution aerial images using an ensemble of fully convolutional networks 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2017, 卷号: 11, 期号: 4, 页码: 042617 1-18
Authors:  Sun, Xiaofeng;  Shen, Shuhan;  Lin, Xiangguo;  Hu, Zhanyi
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Semantic Labeling  Fully Convolutional Network  Aerial Images  Convolutional Neural Network  Ensemble Learning  
Personality-based refinement for sentiment classification in microblog 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 132, 期号: 132, 页码: 204-214
Authors:  Lin, Junjie;  Mao, Wenji;  Zeng, Daniel D.
View  |  Adobe PDF(965Kb)  |  Favorite  |  View/Download:157/87  |  Submit date:2018/01/04
Sentiment Classification  Social Media Analytics  Personality Prediction  Big Five Model  
基于任务关联特征建模的音频分类方法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  戴佳
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音频分类  音频特征  特征建模  分类器  深度学习  
面向知识图谱的关系发现关键技术研究 学位论文
, 北京: 中国科学院大学, 2017
Authors:  纪国良
Adobe PDF(5538Kb)  |  Favorite  |  View/Download:448/12  |  Submit date:2017/06/14
知识图谱  关系发现  表示学习  弱监督关系抽取  卷积神经网络  
Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2017, 卷号: 16, 期号: 3, 页码: 21
Authors:  Li, Haoran;  Zhang, Jiajun;  Zong, Chengqing
View  |  Adobe PDF(753Kb)  |  Favorite  |  View/Download:101/30  |  Submit date:2017/07/18
Implicit Discourse Relation  Neural Network  Multilevel Features  Maxmargin Learning