Concepedia

Haipeng Shen

HS

10

Publications

1.2K

Citations

10

H-Index

2007

Active since

Affiliations

University of North Carolina at Chapel Hill(Current)

Texas A&M University

University of Hong Kong

PLA Army Engineering University

Haipeng Shen is an author at University of North Carolina at Chapel Hill specializing in engineering, data science, and statistics.

Top concepts

EngineeringData ScienceStatisticsFunctional Data AnalysisData MiningDimensionality ReductionPublic HealthInverse ProblemsMachine LearningSignal Processing

Publications per year

2007–2021

10

Publications

10

Sparse principal component analysis via regularized low rank matrix approximation

Haipeng Shen, Jianhua Z. Huang · Journal of Multivariate Analysis · 2007 · 683 citations

Sparse Representation, Engineering, Machine Learning +10

Biclustering via Sparse Singular Value Decomposition

Mihee Lee, Haipeng Shen, Jianhua Z. Huang et al. · Biometrics · 2010 · 266 citations

Engineering, Machine Learning, Sparse Singular Vectors +17

Consistency of sparse PCA in High Dimension, Low Sample Size contexts

Dan Shen, Haipeng Shen, J. S. Marron · Journal of Multivariate Analysis · 2012 · 99 citations

Sparse Representation, Sparse Pca, Engineering +6

The Genome-Wide Influence on Human BMI Depends on Physical Activity, Life Course, and Historical Period

Guang Guo, Hexuan Liu, Haipeng Shen et al. · Demography · 2015 · 45 citations · Full text

Sparse principal component analysis via regularized low rank matrix approximation

Haipeng Shen, Jianhua Huang · UNC Libraries · 2021 · 43 citations · Full text

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