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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
作者:  Leng, Chengcai;  Cai, Guorong;  Yu, Dongdong;  Wang, Zongyue
收藏  |  浏览/下载：225/0  |  提交时间：2018/03/03
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
作者:  Zhou, Xue;  Li, Xi;  Hu, Weiming
Adobe PDF(2788Kb)  |  收藏  |  浏览/下载：368/120  |  提交时间：2016/10/20
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
作者:  Wang, Ying;  Pan, Chunhong;  Xiang, Shiming;  Zhu, Feiyun
浏览  |  Adobe PDF(4371Kb)  |  收藏  |  浏览/下载：357/70  |  提交时间：2015/09/23
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
作者:  Courty, Nicolas;  Gong, Xing;  Vandel, Jimmy;  Burger, Thomas
收藏  |  浏览/下载：106/0  |  提交时间：2015/09/18
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
作者:  Li, Zechao;  Liu, Jing;  Lu, Hanqing
浏览  |  Adobe PDF(1717Kb)  |  收藏  |  浏览/下载：218/58  |  提交时间：2015/08/12
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
作者:  Zhang, Zhongfeng;  Li, Qiudan;  Zeng, Daniel;  Gao, Heng
浏览  |  Adobe PDF(678Kb)  |  收藏  |  浏览/下载：400/145  |  提交时间：2015/08/12
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
作者:  Weishi Zheng,;  Jianhuang Lai;  Shengcai Liao;  Ran He(赫然)
收藏  |  浏览/下载：150/0  |  提交时间：2015/08/12
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
作者:  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
浏览  |  Adobe PDF(501Kb)  |  收藏  |  浏览/下载：291/85  |  提交时间：2015/08/12
Heroin-dependent Individuals  Pattern Classification  Multi-voxel Pattern Analysis (Mvpa)  Non-negative Matrix Factorization (Nmf)  Support Vector Machine (Svm)