Edit Profile (opens in new tab) Liu, Yufeng Compute Distance To: Compute Author ID: liu.yufeng Published as: Liu, Yufeng; Liu, Y. F.; Liu, Yu Feng; Liu, Yu-Feng more...less Documents Indexed: 132 Publications since 1986 3 Contributions as Editor · 2 Further Contributions Co-Authors: 134 Co-Authors with 120 Joint Publications 4,275 Co-Co-Authors all top 5 Co-Authors 11 single-authored 14 Wu, Yichao 10 Zhang, Hao Helen 9 Marron, James Stephen 9 Zhang, Chong 7 Guo, Wenbin 6 Qi, Zhengling 5 Chen, Jingxiang 5 Kosorok, Michael R. 4 Fu, Haoda 4 Hayes, David Neil 4 Yu, Guan 4 Zeng, Jinyan 3 Cheng, Guang 3 Fine, Jason Peter 3 Fu, Sheng 3 Huang, Hanwen 3 Lee, Wonyul 3 Lei, Yi’an 3 Liu, Bin 3 Lu, Xiaoling 3 Mo, Weibin 3 Pang, Jong-Shi 3 Park, Seo Young 3 Qiao, Xingye 3 Sun, Wei 3 Sun, Wenxin 3 Xu, Weihua 3 Zhang, Xinsheng 3 Zheng, Quan 3 Zhu, Ji 2 Ahn, Jeongyoun 2 2 Cui, Ying 2 Fan, Jianqing 2 Gong, Siliang 2 He, Xuanyao 2 Huang, Jianhong 2 Kent, John T. 2 König, Inke R. 2 Kruppa, Jochen 2 Liu, Dacheng 2 Liu, Jianyu 2 Lu, Shu 2 Nobel, Andrew B. 2 Park, Cheolwoo 2 Samworth, Richard J. 2 Shen, Dinggang 2 Shin, Seungjun 2 Shin, Sunyoung 2 Skiba, Alexander Nikolaevich 2 Song, Peter Xue-Kun 2 Sun, Will Wei 2 Tran Dinh Quoc 2 Vorob’ev, Nikolaĭ Timofeevich 2 Wang, Luping 2 Yi, Xiaolan 2 Yin, Liang 2 Yu, Keming 2 Zhang, Honggao 2 Zhang, Kai 2 Zhang, Li 2 Zhang, Wenyang 2 Zhao, Junlong 2 Zhao, Xin 2 Zhu, Zhengyuan 2 Ziegler, Andreas 2 Zou, Hui 1 Adragni, Kofi Placid 1 Ahmad, Amir A. 1 An, Baiguo 1 Anagnostopoulos, Christoforos 1 Bailey, Natalia 1 Baxter, Paul D. 1 Biau, Gérard 1 Bickel, Peter John 1 Bottolo, Leonardo 1 Bouveyron, Charles 1 Bühlmann, Peter 1 Chang, Xiangyu 1 Chen, Guanhua 1 Chen, Weixing 1 Cheng, Fan 1 Coad, D. Stephen 1 Cole, Stephen R. 1 Cook, Ralph Dennis 1 Critchley, Frank 1 Dang, Wei 1 Dean, Angela M. 1 Diener, Hans-Christian 1 Du, Ying 1 Fan, Lei 1 Fan, Yingying 1 Fan, Yiwei 1 Farné, Matteo 1 Feng, Xiuxian 1 Ferreira, Marco A. R. 1 Frommlet, Florian 1 Fryzlewicz, Piotr 1 Gather, Ursula 1 Gijbels, Irène ...and 133 more Co-Authors all top 5 Serials 14 Journal of the American Statistical Association 9 Statistics and Its Interface 7 Biometrika 6 Statistica Sinica 5 Journal of Multivariate Analysis 5 Journal of the Royal Statistical Society. Series B. Statistical Methodology 5 Journal of Machine Learning Research (JMLR) 5 Statistical Analysis and Data Mining 4 Biometrics 3 The Canadian Journal of Statistics 3 Physics Letters. A 3 Biometrical Journal 3 Mathematical Programming. Series A. Series B 3 Yantai Normal University Journal. Natural Science Edition 3 Electronic Journal of Statistics 2 Southeast Asian Bulletin of Mathematics 2 Moscow University Computational Mathematics and Cybernetics 2 Science in China. Series A 2 Computational Statistics and Data Analysis 2 Algebra Colloquium 2 Journal of Nonparametric Statistics 2 Journal of Yantai University. Natural Science and Engineering 2 Journal of Xuzhou Normal University. Natural Science Edition 2 The Annals of Applied Statistics 2 Journal of Computational and Graphical Statistics 1 International Journal of Modern Physics B 1 Mathematical Notes 1 The Annals of Statistics 1 International Journal for Numerical Methods in Engineering 1 Journal of Statistical Planning and Inference 1 Mathematics of Operations Research 1 Journal of Mathematics. Wuhan University 1 Journal of Mathematical Research & Exposition 1 Applied Numerical Mathematics 1 Computational Mechanics 1 Journal of Nanjing Aeronautical Institute 1 Journal of Logic and Computation 1 Discrete Mathematics and Applications 1 Vestnik Moskovskogo Universiteta. Seriya 15 1 SIAM Journal on Optimization 1 Test 1 Journal of Computational Analysis and Applications 1 Acta Mathematica Sinica. English Series 1 International Journal of Nonlinear Sciences and Numerical Simulation 1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 1 Bulletin of the Malaysian Mathematical Sciences Society. Second Series 1 Mathematical Sciences Research Journal 1 Journal of Applied Mathematics and Computing 1 Journal of Intelligent and Fuzzy Systems 1 Journal of University of Science and Technology of China 1 Journal of Algebra and its Applications 1 Journal of Shangqiu Teachers College 1 Izvestiya Gomel’skogo Gosudarstvennogo Universiteta Im. F. Skoriny 1 Statistical Methodology 1 International Journal of Contemporary Mathematical Sciences 1 Journal of Algebra and Discrete Structures 1 Algorithms 1 Communications in Mathematical Research 1 Fuzzy Systems and Mathematics 1 Problemy Fiziki, Matematiki i Tekhniki 1 Annals of Fuzzy Mathematics and Informatics all top 5 Fields 88 Statistics (62-XX) 33 Computer science (68-XX) 23 Group theory and generalizations (20-XX) 14 Numerical analysis (65-XX) 8 Operations research, mathematical programming (90-XX) 4 General and overarching topics; collections (00-XX) 4 Quantum theory (81-XX) 3 Partial differential equations (35-XX) 3 Mechanics of deformable solids (74-XX) 3 Information and communication theory, circuits (94-XX) 2 Mathematical logic and foundations (03-XX) 2 Biology and other natural sciences (92-XX) 1 Combinatorics (05-XX) 1 Associative rings and algebras (16-XX) 1 Ordinary differential equations (34-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Probability theory and stochastic processes (60-XX) 1 Fluid mechanics (76-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 68 Publications have been cited 718 times in 542 Documents Cited by ▼ Year ▼ Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 344 2008 Variable selection in quantile regression. Zbl 1166.62012Wu, Yichao; Liu, Yufeng 125 2009 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 115 2013 Robust truncated hinge loss support vector machines. Zbl 1469.62293Wu, Yichao; Liu, Yufeng 65 2007 Linear or nonlinear? Automatic structure discovery for partially linear models. Zbl 1229.62051Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng 60 2011 Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405Li, Youjuan; Liu, Yufeng; Zhu, Ji 56 2007 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 26 2010 Variable selection for multicategory SVM via adaptive sup-norm regularization. Zbl 1135.62056Zhang, Hao Helen; Liu, Yufeng; Wu, Yichao; Zhu, Ji 23 2008 Stepwise multiple quantile regression estimation using non-crossing constraints. Zbl 1245.62039Wu, Yichao; Liu, Yufeng 22 2009 Hard or soft classification? Large-margin unified machines. Zbl 1396.62144Liu, Yufeng; Zhang, Hao Helen; Wu, Yichao 21 2011 Simultaneous multiple non-crossing quantile regression estimation using kernel constraints. Zbl 1359.62108Liu, Yufeng; Wu, Yichao 21 2011 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 21 2008 Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood. Zbl 1259.62043Lee, Wonyul; Liu, Yufeng 20 2012 Support vector machines with adaptive \(L_q\) penalty. Zbl 1446.62179Liu, Yufeng; Zhang, Hao Helen; Park, Cheolwoo; Ahn, Jeongyoun 20 2007 Multicategory angle-based large-margin classification. Zbl 1335.62110Zhang, Chong; Liu, Yufeng 17 2014 Probability estimation for large-margin classifiers. Zbl 1437.62648Wang, Junhui; Shen, Xiaotong; Liu, Yufeng 16 2008 Construction and analysis of \(Es^{2}\) efficient supersaturated designs. Zbl 1110.62101Liu, Yufeng; Ruan, Shiling; Dean, Angela M. 15 2007 Probability estimation with machine learning methods for dichotomous and multicategory outcome: applications. Zbl 1441.62405Kruppa, Jochen; Liu, Yufeng; Diener, Hans-Christian; Holste, Theresa; Weimar, Christian; König, Inke R.; Ziegler, Andreas 12 2014 Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory. Zbl 1441.62404Kruppa, Jochen; Liu, Yufeng; Biau, Gérard; Kohler, Michael; König, Inke R.; Malley, James D.; Ziegler, Andreas 11 2014 Adaptive weighted learning for unbalanced multicategory classification. Zbl 1159.62047Qiao, Xingye; Liu, Yufeng 11 2009 Multicategory large-margin unified machines. Zbl 1317.68200Zhang, Chong; Liu, Yufeng 10 2013 Probability-enhanced sufficient dimension reduction for binary classification. Zbl 1299.62132Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 10 2014 Principal weighted support vector machines for sufficient dimension reduction in binary classification. Zbl 07072182Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 10 2017 Estimating spatial covariance using penalised likelihood with weighted \(L_1\) penalty. Zbl 1172.62032Zhu, Zhengyuan; Liu, Yufeng 9 2009 Simultaneous clustering and estimation of heterogeneous graphical models. Zbl 1473.62220Hao, Botao; Sun, Will Wei; Liu, Yufeng; Cheng, Guang 8 2018 Robust model-free multiclass probability estimation. Zbl 1397.62236Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 8 2010 Robust penalized logistic regression with truncated loss functions. Zbl 1219.62105Park, Seo Young; Liu, Yufeng 7 2011 Confidence intervals and regions for the lasso by using stochastic variational inequality techniques in optimization. Zbl 1414.62319Lu, Shu; Liu, Yufeng; Yin, Liang; Zhang, Kai 7 2017 Bidirectional discrimination with application to data visualization. Zbl 1452.62449Huang, Hanwen; Liu, Yufeng; Marron, J. S. 6 2012 Multi-armed angle-based direct learning for estimating optimal individualized treatment rules with various outcomes. Zbl 1445.62286Qi, Zhengling; Liu, Dacheng; Fu, Haoda; Liu, Yufeng 6 2020 Joint estimation of multiple precision matrices with common structures. Zbl 1360.62274Lee, Wonyul; Liu, Yufeng 5 2015 Toeplitz operators on Dirichlet spaces. Zbl 1015.47020Liu, Yu Feng; Sun, Shun Hua 4 2001 Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators. Zbl 1052.81672Liu, Y. F.; Lei, Y. A.; Zeng, J. Y. 4 1997 On quantile regression in reproducing kernel Hilbert spaces with the data sparsity constraint. Zbl 1360.62201Zhang, Chong; Liu, Yufeng; Wu, Yichao 3 2016 Assessing robustness of classification using an angular breakdown point. Zbl 1408.62121Zhao, Junlong; Yu, Guan; Liu, Yufeng 3 2018 D-learning to estimate optimal individual treatment rules. Zbl 1454.62381Qi, Zhengling; Liu, Yufeng 3 2018 A stabilized co-rotational curved quadrilateral composite shell element. Zbl 1235.74300Li, Z. X.; Liu, Y. F.; Izzuddin, B. A.; Vu-Quoc, L. 3 2011 Optimizing \(\psi\)-learning via mixed integer programming. Zbl 1331.62313Liu, Yufeng; Wu, Yichao 3 2006 Estimation of individualized decision rules based on an optimized covariate-dependent equivalent of random outcomes. Zbl 1428.62478Qi, Zhengling; Cui, Ying; Liu, Yufeng; Pang, Jong-Shi 3 2019 Intuitionistic fuzzy ordered information system. Zbl 1323.68516Xu, Weihua; Liu, Yufeng; Li, Tongjun 3 2013 Robust multicategory support vector machines using difference convex algorithm. Zbl 1397.90319Zhang, Chong; Pham, Minh; Fu, Sheng; Liu, Yufeng 3 2018 A novel finite difference scheme for Burgers’ equation on unbounded domains. Zbl 1353.65092Zheng, Quan; Zhao, Xin; Liu, Yufeng 3 2017 Multicategory outcome weighted margin-based learning for estimating individualized treatment rules. Zbl 1464.62481Zhang, Chong; Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Zhao, Ying-Qi; Liu, Yufeng 3 2020 Two sufficient descent three-term conjugate gradient methods for unconstrained optimization problems with applications in compressive sensing. Zbl 1493.90190Liu, Yufeng; Zhu, Zhibin; Zhang, Benxin 3 2022 Non-crossing large-margin probability estimation and its application to robust SVM via preconditioning. Zbl 1213.62110Wu, Yichao; Liu, Yufeng 2 2011 Local kernel canonical correlation analysis with application to virtual drug screening. Zbl 1228.62072Samarov, Daniel; Marron, J. S.; Liu, Yufeng; Grulke, Christopher; Tropsha, Alexander 2 2011 Description of \(\mathfrak F\)-injectors of finite soluble groups. Zbl 1154.20011Liu, Yufeng; Guo, Wenbin; Vorob’ev, N. T. 2 2008 Confidence intervals for sparse penalized regression with random designs. Zbl 1445.62181Yu, Guan; Yin, Liang; Lu, Shu; Liu, Yufeng 2 2020 Joint skeleton estimation of multiple directed acyclic graphs for heterogeneous population. Zbl 1436.62592Liu, Jianyu; Sun, Wei; Liu, Yufeng 2 2019 Adaptively weighted large-margin angle-based classifiers. Zbl 1499.62210Fu, Sheng; Zhang, Sanguo; Liu, Yufeng 2 2018 Estimating individualized treatment rules for ordinal treatments. Zbl 1414.62436Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Kosorok, Michael R.; Liu, Yufeng 2 2018 Graph-based sparse linear discriminant analysis for high-dimensional classification. Zbl 1417.62173Liu, Jianyu; Yu, Guan; Liu, Yufeng 2 2019 Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng 2 2020 Kernel continuum regression. Zbl 1471.62107Lee, Myung Hee; Liu, Yufeng 1 2013 Hypothesis testing for band size detection of high-dimensional banded precision matrices. Zbl 1452.62381An, Baiguo; Guo, Jianhua; Liu, Yufeng 1 2014 Criteria of \(p\)-solubility and \(p\)-supersolubility of finite groups. Zbl 1266.20018Liu, Yufeng; Guo, Wenbin; Kovalyova, Viktorya A.; Skiba, Alexander N. 1 2010 Uncertainty measure of Atanassov’s intuitionistic fuzzy \(\mathcal{T}\) equivalence information systems. Zbl 1305.68183Xu, Weihua; Liu, Yufeng; Sun, Wenxin 1 2014 Finite groups in which primary subgroups have cyclic cofactors. Zbl 1236.20016Liu, Yufeng; Yi, Xiaolan 1 2011 Reply to the: ”Comment by A. A. Stahlhofen on: ’Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators”’. Zbl 1044.81787Liu, Y. F.; Lei, Y. A.; Zeng, J. Y. 1 1998 An efficient BEM to calculate weight functions and its application to bridging analysis in an orthotropic medium. Zbl 0938.74074Liu, Y.-F.; Masuda, C.; Yuuki, R. 1 1998 On multicategory truncated-hinge-loss support vector machines. Zbl 1145.62049Wu, Yichao; Liu, Yufeng 1 2007 Adaptive estimation with partially overlapping models. Zbl 1419.62044Shin, Sunyoung; Fine, Jason; Liu, Yufeng 1 2016 Double sparsity kernel learning with automatic variable selection and data extraction. Zbl 06938708Chen, Jingxiang; Zhang, Chong; Kosorok, Michael R.; Liu, Yufeng 1 2018 SPReM: sparse projection regression model for high-dimensional linear regression. Zbl 1373.62359Sun, Qiang; Zhu, Hongtu; Liu, Yufeng; Ibrahim, Joseph G.; The Alzheimer’s Disease Neuroimaging Initiative 1 2015 Ensemble estimation and variable selection with semiparametric regression models. Zbl 1441.62103Shin, Sunyoung; Liu, Yufeng; Cole, Stephen R.; Fine, Jason P. 1 2020 Learning optimal distributionally robust individualized treatment rules. Zbl 1464.62467Mo, Weibin; Qi, Zhengling; Liu, Yufeng 1 2021 High dimensional change point inference: recent developments and extensions. Zbl 1493.62344Liu, Bin; Zhang, Xinsheng; Liu, Yufeng 1 2022 A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng 1 2020 Two sufficient descent three-term conjugate gradient methods for unconstrained optimization problems with applications in compressive sensing. Zbl 1493.90190Liu, Yufeng; Zhu, Zhibin; Zhang, Benxin 3 2022 High dimensional change point inference: recent developments and extensions. Zbl 1493.62344Liu, Bin; Zhang, Xinsheng; Liu, Yufeng 1 2022 Learning optimal distributionally robust individualized treatment rules. Zbl 1464.62467Mo, Weibin; Qi, Zhengling; Liu, Yufeng 1 2021 Multi-armed angle-based direct learning for estimating optimal individualized treatment rules with various outcomes. Zbl 1445.62286Qi, Zhengling; Liu, Dacheng; Fu, Haoda; Liu, Yufeng 6 2020 Multicategory outcome weighted margin-based learning for estimating individualized treatment rules. Zbl 1464.62481Zhang, Chong; Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Zhao, Ying-Qi; Liu, Yufeng 3 2020 Confidence intervals for sparse penalized regression with random designs. Zbl 1445.62181Yu, Guan; Yin, Liang; Lu, Shu; Liu, Yufeng 2 2020 Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng 2 2020 Ensemble estimation and variable selection with semiparametric regression models. Zbl 1441.62103Shin, Sunyoung; Liu, Yufeng; Cole, Stephen R.; Fine, Jason P. 1 2020 A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng 1 2020 Estimation of individualized decision rules based on an optimized covariate-dependent equivalent of random outcomes. Zbl 1428.62478Qi, Zhengling; Cui, Ying; Liu, Yufeng; Pang, Jong-Shi 3 2019 Joint skeleton estimation of multiple directed acyclic graphs for heterogeneous population. Zbl 1436.62592Liu, Jianyu; Sun, Wei; Liu, Yufeng 2 2019 Graph-based sparse linear discriminant analysis for high-dimensional classification. Zbl 1417.62173Liu, Jianyu; Yu, Guan; Liu, Yufeng 2 2019 Simultaneous clustering and estimation of heterogeneous graphical models. Zbl 1473.62220Hao, Botao; Sun, Will Wei; Liu, Yufeng; Cheng, Guang 8 2018 Assessing robustness of classification using an angular breakdown point. Zbl 1408.62121Zhao, Junlong; Yu, Guan; Liu, Yufeng 3 2018 D-learning to estimate optimal individual treatment rules. Zbl 1454.62381Qi, Zhengling; Liu, Yufeng 3 2018 Robust multicategory support vector machines using difference convex algorithm. Zbl 1397.90319Zhang, Chong; Pham, Minh; Fu, Sheng; Liu, Yufeng 3 2018 Adaptively weighted large-margin angle-based classifiers. Zbl 1499.62210Fu, Sheng; Zhang, Sanguo; Liu, Yufeng 2 2018 Estimating individualized treatment rules for ordinal treatments. Zbl 1414.62436Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Kosorok, Michael R.; Liu, Yufeng 2 2018 Double sparsity kernel learning with automatic variable selection and data extraction. Zbl 06938708Chen, Jingxiang; Zhang, Chong; Kosorok, Michael R.; Liu, Yufeng 1 2018 Principal weighted support vector machines for sufficient dimension reduction in binary classification. Zbl 07072182Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 10 2017 Confidence intervals and regions for the lasso by using stochastic variational inequality techniques in optimization. Zbl 1414.62319Lu, Shu; Liu, Yufeng; Yin, Liang; Zhang, Kai 7 2017 A novel finite difference scheme for Burgers’ equation on unbounded domains. Zbl 1353.65092Zheng, Quan; Zhao, Xin; Liu, Yufeng 3 2017 On quantile regression in reproducing kernel Hilbert spaces with the data sparsity constraint. Zbl 1360.62201Zhang, Chong; Liu, Yufeng; Wu, Yichao 3 2016 Adaptive estimation with partially overlapping models. Zbl 1419.62044Shin, Sunyoung; Fine, Jason; Liu, Yufeng 1 2016 Joint estimation of multiple precision matrices with common structures. Zbl 1360.62274Lee, Wonyul; Liu, Yufeng 5 2015 SPReM: sparse projection regression model for high-dimensional linear regression. Zbl 1373.62359Sun, Qiang; Zhu, Hongtu; Liu, Yufeng; Ibrahim, Joseph G.; The Alzheimer’s Disease Neuroimaging Initiative 1 2015 Multicategory angle-based large-margin classification. Zbl 1335.62110Zhang, Chong; Liu, Yufeng 17 2014 Probability estimation with machine learning methods for dichotomous and multicategory outcome: applications. Zbl 1441.62405Kruppa, Jochen; Liu, Yufeng; Diener, Hans-Christian; Holste, Theresa; Weimar, Christian; König, Inke R.; Ziegler, Andreas 12 2014 Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory. Zbl 1441.62404Kruppa, Jochen; Liu, Yufeng; Biau, Gérard; Kohler, Michael; König, Inke R.; Malley, James D.; Ziegler, Andreas 11 2014 Probability-enhanced sufficient dimension reduction for binary classification. Zbl 1299.62132Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 10 2014 Hypothesis testing for band size detection of high-dimensional banded precision matrices. Zbl 1452.62381An, Baiguo; Guo, Jianhua; Liu, Yufeng 1 2014 Uncertainty measure of Atanassov’s intuitionistic fuzzy \(\mathcal{T}\) equivalence information systems. Zbl 1305.68183Xu, Weihua; Liu, Yufeng; Sun, Wenxin 1 2014 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138Fan, Jianqing; Liao, Yuan; Mincheva, Martina 115 2013 Multicategory large-margin unified machines. Zbl 1317.68200Zhang, Chong; Liu, Yufeng 10 2013 Intuitionistic fuzzy ordered information system. Zbl 1323.68516Xu, Weihua; Liu, Yufeng; Li, Tongjun 3 2013 Kernel continuum regression. Zbl 1471.62107Lee, Myung Hee; Liu, Yufeng 1 2013 Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood. Zbl 1259.62043Lee, Wonyul; Liu, Yufeng 20 2012 Bidirectional discrimination with application to data visualization. Zbl 1452.62449Huang, Hanwen; Liu, Yufeng; Marron, J. S. 6 2012 Linear or nonlinear? Automatic structure discovery for partially linear models. Zbl 1229.62051Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng 60 2011 Hard or soft classification? Large-margin unified machines. Zbl 1396.62144Liu, Yufeng; Zhang, Hao Helen; Wu, Yichao 21 2011 Simultaneous multiple non-crossing quantile regression estimation using kernel constraints. Zbl 1359.62108Liu, Yufeng; Wu, Yichao 21 2011 Robust penalized logistic regression with truncated loss functions. Zbl 1219.62105Park, Seo Young; Liu, Yufeng 7 2011 A stabilized co-rotational curved quadrilateral composite shell element. Zbl 1235.74300Li, Z. X.; Liu, Y. F.; Izzuddin, B. A.; Vu-Quoc, L. 3 2011 Non-crossing large-margin probability estimation and its application to robust SVM via preconditioning. Zbl 1213.62110Wu, Yichao; Liu, Yufeng 2 2011 Local kernel canonical correlation analysis with application to virtual drug screening. Zbl 1228.62072Samarov, Daniel; Marron, J. S.; Liu, Yufeng; Grulke, Christopher; Tropsha, Alexander 2 2011 Finite groups in which primary subgroups have cyclic cofactors. Zbl 1236.20016Liu, Yufeng; Yi, Xiaolan 1 2011 Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S. 26 2010 Robust model-free multiclass probability estimation. Zbl 1397.62236Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 8 2010 Criteria of \(p\)-solubility and \(p\)-supersolubility of finite groups. Zbl 1266.20018Liu, Yufeng; Guo, Wenbin; Kovalyova, Viktorya A.; Skiba, Alexander N. 1 2010 Variable selection in quantile regression. Zbl 1166.62012Wu, Yichao; Liu, Yufeng 125 2009 Stepwise multiple quantile regression estimation using non-crossing constraints. Zbl 1245.62039Wu, Yichao; Liu, Yufeng 22 2009 Adaptive weighted learning for unbalanced multicategory classification. Zbl 1159.62047Qiao, Xingye; Liu, Yufeng 11 2009 Estimating spatial covariance using penalised likelihood with weighted \(L_1\) penalty. Zbl 1172.62032Zhu, Zhengyuan; Liu, Yufeng 9 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 344 2008 Variable selection for multicategory SVM via adaptive sup-norm regularization. Zbl 1135.62056Zhang, Hao Helen; Liu, Yufeng; Wu, Yichao; Zhu, Ji 23 2008 Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S. 21 2008 Probability estimation for large-margin classifiers. Zbl 1437.62648Wang, Junhui; Shen, Xiaotong; Liu, Yufeng 16 2008 Description of \(\mathfrak F\)-injectors of finite soluble groups. Zbl 1154.20011Liu, Yufeng; Guo, Wenbin; Vorob’ev, N. T. 2 2008 Robust truncated hinge loss support vector machines. Zbl 1469.62293Wu, Yichao; Liu, Yufeng 65 2007 Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405Li, Youjuan; Liu, Yufeng; Zhu, Ji 56 2007 Support vector machines with adaptive \(L_q\) penalty. Zbl 1446.62179Liu, Yufeng; Zhang, Hao Helen; Park, Cheolwoo; Ahn, Jeongyoun 20 2007 Construction and analysis of \(Es^{2}\) efficient supersaturated designs. Zbl 1110.62101Liu, Yufeng; Ruan, Shiling; Dean, Angela M. 15 2007 On multicategory truncated-hinge-loss support vector machines. Zbl 1145.62049Wu, Yichao; Liu, Yufeng 1 2007 Optimizing \(\psi\)-learning via mixed integer programming. Zbl 1331.62313Liu, Yufeng; Wu, Yichao 3 2006 Toeplitz operators on Dirichlet spaces. Zbl 1015.47020Liu, Yu Feng; Sun, Shun Hua 4 2001 Reply to the: ”Comment by A. A. Stahlhofen on: ’Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators”’. Zbl 1044.81787Liu, Y. F.; Lei, Y. A.; Zeng, J. Y. 1 1998 An efficient BEM to calculate weight functions and its application to bridging analysis in an orthotropic medium. Zbl 0938.74074Liu, Y.-F.; Masuda, C.; Yuuki, R. 1 1998 Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators. Zbl 1052.81672Liu, Y. F.; Lei, Y. A.; Zeng, J. Y. 4 1997 all cited Publications top 5 cited Publications all top 5 Cited by 1,000 Authors 30 Liu, Yufeng 21 Lian, Heng 14 Wu, Yichao 10 Marron, James Stephen 9 Shin, Seungjun 9 Wang, Junhui 8 Alhamzawi, Rahim 7 Bang, Sungwan 7 Le Thi, Hoai An 7 Lin, Lu 7 Yu, Keming 6 Ciuperca, Gabriela 6 Liang, Hua 6 Qiao, Xingye 6 Zhao, Weihua 5 Aoshima, Makoto 5 Artemiou, Andreas 5 Jhun, Myoungshic Jhun 5 Jung, Sungkyu 5 Kosorok, Michael R. 5 Nakayama, Yugo 5 Park, Cheolwoo 5 Qi, Zhengling 5 Sherwood, Ben 5 Wang, Kangning 5 Yata, Kazuyoshi 5 Zhang, Hao Helen 5 Zhao, Kaifeng 5 Zou, Hui 4 Chatterjee, Kashinath 4 Dette, Holger 4 Feng, Sanying 4 Fu, Haoda 4 He, Xin 4 Huang, Jian 4 Jung, Yoonsuh 4 Kanamori, Takafumi 4 Liu, Jicai 4 Lv, Shaogao 4 Molstad, Aaron J. 4 Park, Changyi 4 Tang, Yanlin 4 Wang, Huixia Judy 4 Xiang, Dao-Hong 4 Yang, Hu 4 Zeng, Donglin 4 Zhang, Riquan 3 Andriyana, Y. 3 Biau, Gérard 3 Cai, Yuzhi 3 Cheng, Guang 3 Cho, Hyungjun 3 Choi, Hosik 3 Dai, Ben 3 Dong, Yuexiao 3 Fan, Jianqing 3 Fu, Sheng 3 Georgiou, Stelios D. 3 Gijbels, Irène 3 Honda, Toshio 3 Hwang, Changha 3 Kneib, Thomas 3 Kong, Linglong 3 Koukouvinos, Christos 3 Lee, Kyoungjae 3 Ma, Xuejun 3 Oualkacha, Karim 3 Park, Jinho 3 Peng, Limin 3 Pham Dinh Tao 3 Sheng, Baohuai 3 Shim, Jooyong 3 Song, Yunquan 3 Sugiyama, Masashi 3 Sun, Wei 3 Sun, Will Wei 3 Volgushev, Stanislav 3 Wang, Yuanjia 3 Wang, Zhu 3 Wu, Tongtong 3 Xiu, Naihua 3 Xu, Qifa 3 Yao, Fang 3 Yu, Guan 3 Zhang, Chong 3 Zhao, Junlong 3 Zhu, Jun 3 Zhu, Zhongyi 3 Ziegler, Andreas 2 Ahn, Miju 2 Arashi, Mohammad 2 Benoit, Dries F. 2 Bolivar-Cime, Addy 2 Bondell, Howard D. 2 Cao, Guangfu 2 Carrizosa, Emilio 2 Chen, Guanhua 2 Chen, Zhenlong 2 Chung, Fu-Lai 2 Crambes, Christophe ...and 900 more Authors all top 5 Cited in 116 Serials 45 Computational Statistics and Data Analysis 33 Journal of Multivariate Analysis 25 Electronic Journal of Statistics 21 Journal of the American Statistical Association 20 Journal of Statistical Planning and Inference 18 The Annals of Statistics 18 Journal of Statistical Computation and Simulation 15 Biometrics 15 Journal of Computational and Graphical Statistics 13 Journal of the Korean Statistical Society 12 Communications in Statistics. Theory and Methods 12 Journal of Applied Statistics 11 Statistics & Probability Letters 11 Test 11 Statistics and Computing 10 Communications in Statistics. Simulation and Computation 10 Statistical Papers 10 Journal of Machine Learning Research (JMLR) 10 The Annals of Applied Statistics 9 Biometrical Journal 8 Journal of Nonparametric Statistics 7 Annals of the Institute of Statistical Mathematics 7 Computational Statistics 6 Statistics 6 Statistical Analysis and Data Mining 5 Neural Networks 5 Neural Computation 5 European Journal of Operational Research 5 Statistica Sinica 5 Statistical Modelling 5 Journal of Agricultural, Biological, and Environmental Statistics 4 Information Sciences 4 Econometric Reviews 4 Machine Learning 4 Mathematical Programming. Series A. Series B 4 Journal of Probability and Statistics 3 Journal of Mathematical Physics 3 Metrika 3 Statistical Science 3 Annals of Operations Research 3 SIAM Journal on Optimization 3 Bernoulli 3 Mathematical Problems in Engineering 3 Abstract and Applied Analysis 3 Australian & New Zealand Journal of Statistics 3 International Journal of Wavelets, Multiresolution and Information Processing 3 Statistical Methods and Applications 3 Advances in Data Analysis and Classification. ADAC 3 Optimization Letters 3 Journal of Statistical Theory and Practice 2 The Canadian Journal of Statistics 2 Scandinavian Journal of Statistics 2 Journal of Econometrics 2 Metron 2 Applied Numerical Mathematics 2 Acta Mathematicae Applicatae Sinica. English Series 2 Computers & Operations Research 2 Journal of Global Optimization 2 Pattern Recognition 2 Optimization Methods & Software 2 Journal of Inequalities and Applications 2 Acta Mathematica Sinica. English Series 2 Econometric Theory 2 Journal of Statistical Mechanics: Theory and Experiment 2 Statistical Methodology 2 AStA. Advances in Statistical Analysis 2 Statistics Surveys 2 Science China. Mathematics 2 Bayesian Analysis 1 Applicable Analysis 1 Artificial Intelligence 1 Computers & Mathematics with Applications 1 Mathematical Notes 1 Fuzzy Sets and Systems 1 Journal of Computational and Applied Mathematics 1 Operations Research 1 Siberian Mathematical Journal 1 Advances in Mathematics 1 Journal of Classification 1 Optimization 1 Information and Computation 1 International Journal of Approximate Reasoning 1 Journal of Economic Dynamics & Control 1 Numerical Algorithms 1 Proceedings of the National Academy of Sciences of the United States of America 1 Journal of Mathematical Imaging and Vision 1 Computational Optimization and Applications 1 SIAM Journal on Scientific Computing 1 Mathematical Methods of Statistics 1 Filomat 1 Annals of Mathematics and Artificial Intelligence 1 Lifetime Data Analysis 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Soft Computing 1 PAA. Pattern Analysis and Applications 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 RAIRO. Operations Research 1 Trudy Instituta Matematiki 1 Applied Stochastic Models in Business and Industry 1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems ...and 16 more Serials all top 5 Cited in 31 Fields 476 Statistics (62-XX) 101 Computer science (68-XX) 55 Numerical analysis (65-XX) 46 Operations research, mathematical programming (90-XX) 13 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 13 Biology and other natural sciences (92-XX) 8 Functional analysis (46-XX) 5 Probability theory and stochastic processes (60-XX) 4 Operator theory (47-XX) 4 Information and communication theory, circuits (94-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Group theory and generalizations (20-XX) 3 Approximations and expansions (41-XX) 2 Combinatorics (05-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Ordinary differential equations (34-XX) 2 Partial differential equations (35-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Mechanics of particles and systems (70-XX) 2 Quantum theory (81-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Number theory (11-XX) 1 Topological groups, Lie groups (22-XX) 1 Measure and integration (28-XX) 1 Special functions (33-XX) 1 Integral equations (45-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Systems theory; control (93-XX) Citations by Year