Yufeng Liu
Citado por
Citado por
Comprehensive genomic characterization of squamous cell lung cancers
Cancer Genome Atlas Research Network
Nature 489 (7417), 519, 2012
Comprehensive genomic characterization of head and neck squamous cell carcinomas
Cancer Genome Atlas Network
Nature 517 (7536), 576, 2015
Variable selection in quantile regression
Y Wu, Y Liu
Statistica Sinica, 801-817, 2009
Mutations in isocitrate dehydrogenase 1 and 2 occur frequently in intrahepatic cholangiocarcinomas and share hypermethylation targets with glioblastomas
P Wang, Q Dong, C Zhang, PF Kuan, Y Liu, WR Jeck, JB Andersen, ...
Oncogene 32 (25), 3091, 2013
Robust truncated hinge loss support vector machines
Y Wu, Y Liu
Journal of the American Statistical Association 102 (479), 974-983, 2007
Lung squamous cell carcinoma mRNA expression subtypes are reproducible, clinically-important and correspond to different normal cell types
MD Wilkerson, X Yin, KA Hoadley, Y Liu, MC Hayward, CR Cabanski, ...
Clinical cancer research, clincanres. 0199.2010, 2010
Statistical significance of clustering for high-dimension, low–sample size data
Y Liu, DN Hayes, A Nobel, JS Marron
Journal of the American Statistical Association 103 (483), 1281-1293, 2008
Quantile regression in reproducing kernel Hilbert spaces
Y Li, Y Liu, J Zhu
Journal of the American Statistical Association 102 (477), 255-268, 2007
Multicategory ψ-Learning
Y Liu, X Shen
Journal of the American Statistical Association 101 (474), 500-509, 2006
DiffSplice: the genome-wide detection of differential splicing events with RNA-seq
Y Hu, Y Huang, Y Du, CF Orellana, D Singh, AR Johnson, A Monroy, ...
Nucleic acids research 41 (2), e39-e39, 2012
Building prognostic models for breast cancer patients using clinical variables and hundreds of gene expression signatures
C Fan, A Prat, JS Parker, Y Liu, LA Carey, MA Troester, CM Perou
BMC medical genomics 4 (1), 3, 2011
Linear or nonlinear? Automatic structure discovery for partially linear models
HH Zhang, G Cheng, Y Liu
Journal of the American Statistical Association 106 (495), 1099-1112, 2011
Multicategory ψ-learning and support vector machine: computational tools
Y Liu, X Shen, H Doss
Journal of Computational and Graphical Statistics 14 (1), 219-236, 2005
Variable selection for the multicategory SVM via adaptive sup-norm regularization
HH Zhang, Y Liu, Y Wu, J Zhu
Electronic Journal of Statistics 2, 149-167, 2008
Weighted distance weighted discrimination and its asymptotic properties
X Qiao, HH Zhang, Y Liu, MJ Todd, JS Marron
Journal of the American Statistical Association 105 (489), 401-414, 2010
Support vector machines with adaptive Lq penalty
Y Liu, HH Zhang, C Park, J Ahn
Computational Statistics & Data Analysis 51 (12), 6380-6394, 2007
Variable Selection via A Combination of the L0 and L1 Penalties
Y Liu, Y Wu
Journal of Computational and Graphical Statistics 16 (4), 782-798, 2007
Hard or soft classification? Large-margin unified machines
Y Liu, HH Zhang, Y Wu
Journal of the American Statistical Association 106 (493), 166-177, 2011
Fisher consistency of multicategory support vector machines
Y Liu
Artificial Intelligence and Statistics, 291-298, 2007
Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood
W Lee, Y Liu
Journal of multivariate analysis 111, 241-255, 2012
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Artículos 1–20