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Adaptive total-variation for non-negative matrix factorization on manifold 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 98, 页码: 68-74
Authors:  Leng, Chengcai;  Cai, Guorong;  Yu, Dongdong;  Wang, Zongyue
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Adaptive Total Variation  Non-negative Matrix Factorization  Manifold Learning  
Learning A Superpixel-Driven Speed Function for Level Set Tracking 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 7, 页码: 1498-1510
Authors:  Zhou, Xue;  Li, Xi;  Hu, Weiming
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Level Set Tracking  Metric Learning  Non-negative Matrix Factorization (Nf)  Speed Function  Superpixel (Sp)-driven  
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  
SAGA: sparse and geometry-aware non-negative matrix factorization through non-linear local embedding 期刊论文
MACHINE LEARNING, 2014, 卷号: 97, 期号: 1-2, 页码: 205-226
Authors:  Courty, Nicolas;  Gong, Xing;  Vandel, Jimmy;  Burger, Thomas
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Non-negative Matrix Factorization  Manifold Sampling  Kernel Methods  Sparse Projections  Simplex Methods  Convexity Constraints  
Structure preserving non-negative matrix factorization for dimensionality reduction 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2013, 卷号: 117, 期号: 9, 页码: 1175-1189
Authors:  Li, Zechao;  Liu, Jing;  Lu, Hanqing
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Dimensionality Reduction  Non-negative Matrix Factorization  Structure Preserving  Basis Compactness  Multiplicative Update Algorithm  
User community discovery from multi-relational networks 期刊论文
DECISION SUPPORT SYSTEMS, 2013, 卷号: 54, 期号: 2, 页码: 870-879
Authors:  Zhang, Zhongfeng;  Li, Qiudan;  Zeng, Daniel;  Gao, Heng
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Community Discovery  Multi-relational Network  Author Topic Model  Non-negative Matrix Factorization  
Extracting Non-negative Basis Images Using Pixel Dispersion Penalty 期刊论文
PATTERN RECOGNITION, 2012, 卷号: 45, 期号: 8, 页码: 2912-2926
Authors:  Weishi Zheng,;  Jianhuang Lai;  Shengcai Liao;  Ran He(赫然)
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Non-negative Matrix Factorization (Nmf)  Non-negativity Constraint  Spatially Localized Basis Images  Feature Extraction  Face Image Analysis  
Distinct resting-state brain activities in heroin-dependent individuals 期刊论文
BRAIN RESEARCH, 2011, 卷号: 1402, 期号: 2011, 页码: 46-53
Authors:  Zhang, Yi;  Tian, Jie;  Yuan, Kai;  Liu, Peng;  Zhuo, Lu;  Qin, Wei;  Zhao, Liyan;  Liu, Jixin;  von Deneen, Karen M.;  Klahr, Nelson J.;  Gold, Mark S.;  Liu, Yijun
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Heroin-dependent Individuals  Pattern Classification  Multi-voxel Pattern Analysis (Mvpa)  Non-negative Matrix Factorization (Nmf)  Support Vector Machine (Svm)  
综合集成研讨厅中的专家兴趣建模及应用 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2011
Authors:  刘凯
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综合集成研讨厅体系  网页正文抽取  兴趣模型  非负矩阵分解  个性化推荐  Cyberspace For Workshop Of Metasynthetic Engineering(Cwme)  Webpage Body Text Extraction  Interest-based Model  Non-negative Matrix Factorization(Nmf)  Personalized Recommendation  
社会化标注系统中信息集成机制分析及其应用 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2010
Authors:  张雷鸣
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社会化标注系统  非负矩阵分解  标签语义挖掘  资源分类显示与浏览  Social Tagging System  Non-negative Matrix Factorization  Tag Semantics  Resource Classifying And Exploring