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多源气象大数据精准降水模型与算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  唐永强
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精准降水,多源数据,连续条件随机场,多视角聚类,时间序列聚类  
Community Detection in Multi-Layer Networks Using Joint Nonnegative Matrix Factorization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 2, 页码: 273-286
Authors:  Ma, Xiaoke;  Dong, Di;  Wang, Quan
Favorite  |  View/Download:2/0  |  Submit date:2019/07/12
Multi-layer networks  community structure  nonnegative matrix factorization  semi-supervised clustering  
Deep Learning Based Speech Separation via NMF-Style Reconstructions 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 卷号: 26, 期号: 11, 页码: 2043-2055
Authors:  Nie, Shuai;  Liang, Shan;  Liu, Wenju;  Zhang, Xueliang;  Tao, Jianhua
Favorite  |  View/Download:31/0  |  Submit date:2018/10/10
Speech Separation  Deep Neural Network (Dnn)  Nonnegative Matrix Factorization (Nmf)  Spectro-temporal Structures  
语谱特性和噪声声学环境深度感知的语音增强方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  聂帅
Adobe PDF(5903Kb)  |  Favorite  |  View/Download:109/11  |  Submit date:2018/05/31
语音增强  语音分离  深度学习  非负矩阵分解  语谱特性  声学环境  
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
Adobe PDF(6281Kb)  |  Favorite  |  View/Download:143/1  |  Submit date:2018/06/03
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  
Unified subspace learning for incomplete and unlabeled multi-view data 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 期号: 67, 页码: 313-327
Authors:  Yin, Qiyue;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(3777Kb)  |  Favorite  |  View/Download:157/85  |  Submit date:2017/05/10
Multi-view Learning  Subspace Learning  Incomplete And Unlabeled Data  Multi-view Clustering  Cross-modal Retrieval  
Online Target Recognition for Time-sensitive Space Information Networks 期刊论文
IEEE Transactions on Computational Imaging, 2017, 卷号: 1, 期号: 1, 页码: 1
Authors:  Huo CL(霍春雷);  Huo CL(霍春雷)
Adobe PDF(1010Kb)  |  Favorite  |  View/Download:138/23  |  Submit date:2016/10/24
Target Recognition  Space Information Networks  Information Processing  Information Compression  Feature Adaption..  
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  
面向社会媒体短文本的话题分析与演化建模 学位论文
, 北京: 中国科学院大学, 2017
Authors:  张育浩
Adobe PDF(1664Kb)  |  Favorite  |  View/Download:150/11  |  Submit date:2017/06/07
社会媒体分析  文本挖掘  话题分析与演化建模  
Evolutionary Nonnegative Matrix Factorization Algorithms for Community Detection in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 5, 页码: 1045-1058
Authors:  Ma, Xiaoke;  Dong, Di
View  |  Adobe PDF(1182Kb)  |  Favorite  |  View/Download:168/89  |  Submit date:2017/07/18
Dynamic Networks  Community Structure  Nonnegative Matrix Factorization  Evolutionary Clustering