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Robust Hyperspectral Unmixing With Correntropy-Based Metric 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4027-4040
Authors:  Wang, Ying;  Pan, Chunhong;  Xiang, Shiming;  Zhu, Feiyun
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Hyperspectral Unmixing  Linear Mixture Model  Non-negative Matrix Factorization  Robust Estimation  Correntropy Based Metric  
Incremental Matrix Factorization via Feature Space Re-learning for Recommender System 会议论文
ACM Digital Library, Vienna, Austria, September 16–20, 2015
Authors:  Qiang Song;  Jian Cheng;  Hanqing Lu
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Recommender systems+matrix factorization+sketching  
Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data 会议论文
Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney, Ireland, July 12-17, 2015
Authors:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
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Multi-type Relational Data Clustering  Collective Nonnegative Matrix Factorization  
Partially Shared Latent Factor Learning With Multiview Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 6, 页码: 1233-1246
Authors:  Liu, Jing;  Jiang, Yu;  Li, Zechao;  Zhou, Zhi-Hua;  Lu, Hanqing
View  |  Adobe PDF(2872Kb)  |  Favorite  |  View/Download:234/115  |  Submit date:2015/09/17
Complementarity  Consistency  Latent Factor Learning  Multiview Learning  Nonnegative Matrix Factorization (Nmf)  Semisupervised Learning  
基于生物网络的中医药领域 知识发现关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  代文
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生物网络  有效成分预测  通路模式  证候分析  支持向量机  关联预测  矩阵分解  中医药  知识发现  Biological Network  Active Component  Pathway Pattern  Syndrome  Support Vector Machine  Drug-disease Association  Matrix Factorization  Traditional Chinese Medicine  Knowledge Discovery  
基于深度网络的社交媒体特征学习算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  袁召全
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社交媒体  深度学习  排序学习  矩阵分解  数据挖掘  Soical Media  Deep Learning  Learning To Rank  Matrix Factorization  Data Mining  
基于异质信息的推荐系统研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  袁婷
Adobe PDF(2357Kb)  |  Favorite  |  View/Download:263/0  |  Submit date:2015/09/02
推荐系统  异质信息  矩阵分解  协同过滤  Recommender Systems  Heterogenous Information  Matrix Factorization  Collaborative Filtering  
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
Advances in Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam, May 19, 2015 - May 22, 2015
Authors:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
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Networked Data Classification  Heterogeneous Information Fusion  Collective Matrix Factorization  
Matrix Factorization-Based Prediction of Novel Drug Indications by Integrating Genomic Space 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2015, 卷号: 2015, 期号: 2015, 页码: 275045
Authors:  Dai, Wen;  Liu, Xi;  Gao, Yibo;  Chen, Lin;  Song, Jianglong;  Chen, Di;  Gao, Kuo;  Jiang, Yongshi;  Yang, Yiping;  Chen, Jianxin;  Lu, Peng
View  |  Adobe PDF(1467Kb)  |  Favorite  |  View/Download:133/14  |  Submit date:2015/09/17
Matrix Factorization  Drug Indication  Genomic Space