Zhenqiu Liu

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 8

Top Topics

Variable Selection

Asymptotic Properties

Top Venues

J. Comput. Biol.

Artif. Intell. Medicine

Publications

Bin Lin, Fei Xu, Shipeng Xu, Nan Wu, Zhenqiu Liu
LRPBFT-Algorithm-Based Consortium Blockchain Traceability Scheme of Dangerous Goods in Commercial Ports. WCSP (2021)
Zhenqiu Liu, David Elashoff, Steven T. Piantadosi
approximation for ultra-high dimensional omics data. Artif. Intell. Medicine 96 (2019)
Linlin Dai, Kani Chen, Zhihua Sun, Zhenqiu Liu, Gang Li
Broken adaptive ridge regression and its asymptotic properties. J. Multivar. Anal. 168 (2018)
Zhenqiu Liu, Fengzhu Sun, Dermot P. B. McGovern
Sparse generalized linear model with L 0 approximation for feature selection and prediction with big omics data. BioData Min. 10 (1) (2017)
Wenchuan Guo, Zhenqiu Liu, Shujie Ma
Nonparametric Regularized Regression for Phenotype-Associated Taxa Selection and Network Construction with Metagenomic Count Data. J. Comput. Biol. 23 (11) (2016)
Zhenqiu Liu, Gang Li
Penalty for Variable Selection and Network Construction. Comput. Math. Methods Medicine 2016 (2016)
Xiaoling Peng, Gang Li, Zhenqiu Liu
Zero-Inflated Beta Regression for Differential Abundance Analysis with Metagenomics Data. J. Comput. Biol. 23 (2) (2016)
Zhenqiu Liu, Shili Lin, Nan Deng, Dermot P. B. McGovern, Steven T. Piantadosi
Penalty for Network Construction with Omics Data. J. Comput. Biol. 23 (3) (2016)
Zhenqiu Liu, Fengzhu Sun, Jonathan Braun, Dermot P. B. McGovern, Steven T. Piantadosi
Multilevel regularized regression for simultaneous taxa selection and network construction with metagenomic count data. Bioinform. 31 (7) (2015)
Wenhui Wang, Xianghong Jasmine Zhou, Zhenqiu Liu, Fengzhu Sun
Network tuned multiple rank aggregation and applications to gene ranking. BMC Bioinform. 16 (S-1) (2015)
Zhenqiu Liu, Shili Lin, Steven T. Piantadosi
Network construction and structure detection with metagenomic count data. BioData Min. 8 (2015)
Zhenqiu Liu, Gang Li
Efficient Regularized Regression for Variable Selection with L0 Penalty. CoRR (2014)
Zhenqiu Liu, William Hsiao, Brandi L. Cantarel, Elliott Franco Drábek, Claire Fraser-Liggett
Sparse distance-based learning for simultaneous multiclass classification and feature selection of metagenomic data. Bioinform. 27 (23) (2011)
Zhenqiu Liu, Terry Hyslop
Partial AUC for Differentiated Gene Detection. BIBE (2010)
Zhenqiu Liu, Shili Lin, Ming Tan
Sparse Support Vector Machines with L_{p} Penalty for Biomarker Identification. IEEE ACM Trans. Comput. Biol. Bioinform. 7 (1) (2010)
Zhenqiu Liu, Dechang Chen, Ming Tan, Feng Jiang, Ronald B. Gartenhaus
Kernel based methods for accelerated failure time model with ultra-high dimensional data. BMC Bioinform. 11 (2010)
Zhenqiu Liu, Laurence S. Magder, Terry Hyslop, Li Mao
penalized global AUC maximization. Algorithms Mol. Biol. 5 (2010)
Zhenqiu Liu, Ronald B. Gartenhaus, Xue-wen Chen, Charles D. Howell, Ming Tan
Survival Prediction and Gene Identification with Penalized Global AUC Maximization. J. Comput. Biol. 16 (12) (2009)
Zhenqiu Liu, Feng Jiang
Cox regression and novel similarity measure. Int. J. Data Min. Bioinform. 3 (4) (2009)
Zhenqiu Liu, Ronald B. Gartenhaus, Ming Tan, Feng Jiang, Xiaoli Jiao
penalized Bayesian logistic regression. BMC Bioinform. 9 (2008)
Zhenqiu Liu
Detecting Disease Associated Genes and Gene-Gene Interactions with Penalized AUC Maximization. ICMLA (2008)
Zhenqiu Liu, Dechang Chen, Jianjun Paul Tian
Classification of proteomic data with multiclass Logistic Partial Least Squares algorithm. Int. J. Bioinform. Res. Appl. 4 (1) (2008)
Fasheng Hu, Zhenqiu Liu, Chunxin Jia, Dechang Chen
Conditional Density Estimation with HMM Based Support Vector Machines. ICIC (2) (2007)
Zhenqiu Liu
Cox's Proportional Hazards Model with Lp Penalty for Biomarker Identification and Survival Prediction. ICMLA (2007)
Xue-wen Chen, Byron Gerlach, Dechang Chen, Zhenqiu Liu
Structural Risk Minimisation based gene expression profiling analysis. Int. J. Bioinform. Res. Appl. 3 (2) (2007)
Chenggang Yu, Zhenqiu Liu, Thomas M. McKenna, Andrew T. Reisner, Jaques Reifman
Application of Information Technology: A Method for Automatic Identification of Reliable Heart Rates Calculated from ECG and PPG Waveforms. J. Am. Medical Informatics Assoc. 13 (3) (2006)
Zhenqiu Liu, Shili Lin, Ming Tan
Genome-Wide Tagging SNPs with Entropy-Based Monte Carlo Method. J. Comput. Biol. 13 (9) (2006)
Zhenqiu Liu, Dechang Chen, Jianjun Paul Tian
Classification of Proteomic Data with Logistic Kernel Partial Least Squares Algorithm. CVPR Workshops (2005)
Zhenqiu Liu, Dechang Chen, Ying Xu, Jian Liu
Logistic support vector machines and their application to gene expression data. Int. J. Bioinform. Res. Appl. 1 (2) (2005)
Zhenqiu Liu, Dechang Chen
Classification of Chromosome Sequences with Entropy Kernel and LKPLS Algorithm. ICIC (1) (2005)
Zhenqiu Liu, Dechang Chen, Halima Bensmail, Ying Xu
Clustering Gene Expression Data with Kernel Principal Components. J. Bioinform. Comput. Biol. 3 (2) (2005)
Dechang Chen, D. D. Hua, Zhenqiu Liu, Zhi-Fu Cheng
An integrated system for class prediction using gene expression profiling. ICARCV (2004)
Zhenqiu Liu, Dechang Chen
Gene Expression Data Classification with Revised Kernel Partial Least Squares Algorithm. FLAIRS Conference (2004)
Zhenqiu Liu, Hamparsum Bozdogan
RBF neural networks for classification using new kernel functions. Neural Parallel Sci. Comput. 11 (1 & 2) (2003)