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Singular value decomposition

Metabolomics Data Normalization with EigenMS

Yuliya V. Karpievitch, Sonja B. Nikolic, [ ... ], Lindsay M. Edwards

Walking on a User Similarity Network towards Personalized Recommendations

Mingxin Gan

Similarity from Multi-Dimensional Scaling: Solving the Accuracy and Diversity Dilemma in Information Filtering

Wei Zeng, An Zeng, [ ... ], Yi-Cheng Zhang

Low-Rank and Eigenface Based Sparse Representation for Face Recognition

Yi-Fu Hou, Zhan-Li Sun, Yan-Wen Chong, Chun-Hou Zheng

Uncovering Community Structures with Initialized Bayesian Nonnegative Matrix Factorization

Xianchao Tang, Tao Xu, Xia Feng, Guoqing Yang

Blind Image Blur Assessment Using Singular Value Similarity and Blur Comparisons

Qing-Bing Sang, Xiao-Jun Wu, Chao-Feng Li, Yin Lu

A Class-Information-Based Penalized Matrix Decomposition for Identifying Plants Core Genes Responding to Abiotic Stresses

Jin-Xing Liu, Jian Liu, [ ... ], Dong Wang

Learning a Weighted Meta-Sample Based Parameter Free Sparse Representation Classification for Microarray Data

Bo Liao, Yan Jiang, [ ... ], Zhi Cao

Multidimensional Compressed Sensing MRI Using Tensor Decomposition-Based Sparsifying Transform

Yeyang Yu, Jin Jin, Feng Liu, Stuart Crozier

Modeling Age-Specific Mortality for Countries with Generalized HIV Epidemics

David J. Sharrow, Samuel J. Clark, Adrian E. Raftery

The Geometry and Dynamics of Lifelogs: Discovering the Organizational Principles of Human Experience

Vishnu Sreekumar, Simon Dennis, [ ... ], Mikhail Belkin

A New Method Combining LDA and PLS for Dimension Reduction

Liang Tang, Silong Peng, [ ... ], Xiyuan Hu

Increasing Consistency of Disease Biomarker Prediction Across Datasets

Maria D. Chikina, Stuart C. Sealfon

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