Zhenqiu Liu

According to our database, Zhenqiu Liu authored at least 34 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

LRPBFT-Algorithm-Based Consortium Blockchain Traceability Scheme of Dangerous Goods in Commercial Ports.

Bin Lin, Fei Xu, Shipeng Xu, Nan Wu, Zhenqiu Liu

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

2019

Sparse support vector machines with <i>L</i>₀ approximation for ultra-high dimensional omics data.

Zhenqiu Liu, David Elashoff, Steven T. Piantadosi

Artif. Intell. Medicine, 2019

2018

Broken adaptive ridge regression and its asymptotic properties.

Linlin Dai, Kani Chen, Zhihua Sun, Zhenqiu Liu, Gang Li

J. Multivar. Anal., 2018

2017

Sparse generalized linear model with L 0 approximation for feature selection and prediction with big omics data.

Zhenqiu Liu, Fengzhu Sun, Dermot P. B. McGovern

BioData Min., 2017

2016

Zero-Inflated Beta Regression for Differential Abundance Analysis with Metagenomics Data.

Xiaoling Peng, Gang Li, Zhenqiu Liu

J. Comput. Biol., 2016

Sparse Inverse Covariance Estimation with <i>L</i>₀ Penalty for Network Construction with Omics Data.

Zhenqiu Liu, Shili Lin, Nan Deng, Dermot P. B. McGovern, Steven T. Piantadosi

J. Comput. Biol., 2016

Nonparametric Regularized Regression for Phenotype-Associated Taxa Selection and Network Construction with Metagenomic Count Data.

Wenchuan Guo, Zhenqiu Liu, Shujie Ma

J. Comput. Biol., 2016

Efficient Regularized Regression with L₀ Penalty for Variable Selection and Network Construction.

Zhenqiu Liu, Gang Li

Comput. Math. Methods Medicine, 2016

2015

Network tuned multiple rank aggregation and applications to gene ranking.

Wenhui Wang, Xianghong Jasmine Zhou, Zhenqiu Liu, Fengzhu Sun

BMC Bioinform., 2015

Multilevel regularized regression for simultaneous taxa selection and network construction with metagenomic count data.

Zhenqiu Liu, Fengzhu Sun, Jonathan Braun, Dermot P. B. McGovern, Steven T. Piantadosi

Bioinform., 2015

Network construction and structure detection with metagenomic count data.

Zhenqiu Liu, Shili Lin, Steven T. Piantadosi

BioData Min., 2015

2014

Efficient Regularized Regression for Variable Selection with L0 Penalty.

Zhenqiu Liu, Gang Li

CoRR, 2014

2011

Sparse distance-based learning for simultaneous multiclass classification and feature selection of metagenomic data.

Zhenqiu Liu, William Hsiao, Brandi L. Cantarel, Elliott Franco Drábek, Claire Fraser-Liggett

Bioinform., 2011

2010

Sparse Support Vector Machines with L_{p} Penalty for Biomarker Identification.

Zhenqiu Liu, Shili Lin, Ming Tan

IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Kernel based methods for accelerated failure time model with ultra-high dimensional data.

Zhenqiu Liu, Dechang Chen, Ming Tan, Feng Jiang, Ronald B. Gartenhaus

BMC Bioinform., 2010

Survival associated pathway identification with group L_ppenalized global AUC maximization.

Zhenqiu Liu, Laurence S. Magder, Terry Hyslop, Li Mao

Algorithms Mol. Biol., 2010

Partial AUC for Differentiated Gene Detection.

Zhenqiu Liu, Terry Hyslop

Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

2009

Survival Prediction and Gene Identification with Penalized Global AUC Maximization.

Zhenqiu Liu, Ronald B. Gartenhaus, Xue-wen Chen, Charles D. Howell, Ming Tan

J. Comput. Biol., 2009

Gene identification and survival prediction with L_p Cox regression and novel similarity measure.

Zhenqiu Liu, Feng Jiang

Int. J. Data Min. Bioinform., 2009

2008

Classification of proteomic data with multiclass Logistic Partial Least Squares algorithm.

Zhenqiu Liu, Dechang Chen, Jianjun Paul Tian

Int. J. Bioinform. Res. Appl., 2008

Gene and pathway identification with <i>L</i>_{<i>p </i>}penalized Bayesian logistic regression.

Zhenqiu Liu, Ronald B. Gartenhaus, Ming Tan, Feng Jiang, Xiaoli Jiao

BMC Bioinform., 2008

Detecting Disease Associated Genes and Gene-Gene Interactions with Penalized AUC Maximization.

Zhenqiu Liu

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2007

Structural Risk Minimisation based gene expression profiling analysis.

Xue-wen Chen, Byron Gerlach, Dechang Chen, Zhenqiu Liu

Int. J. Bioinform. Res. Appl., 2007

Cox's Proportional Hazards Model with Lp Penalty for Biomarker Identification and Survival Prediction.

Zhenqiu Liu

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Conditional Density Estimation with HMM Based Support Vector Machines.

Fasheng Hu, Zhenqiu Liu, Chunxin Jia, Dechang Chen

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

2006

Genome-Wide Tagging SNPs with Entropy-Based Monte Carlo Method.

Zhenqiu Liu, Shili Lin, Ming Tan

J. Comput. Biol., 2006

Application of Information Technology: A Method for Automatic Identification of Reliable Heart Rates Calculated from ECG and PPG Waveforms.

Chenggang Yu, Zhenqiu Liu, Thomas M. McKenna, Andrew T. Reisner, Jaques Reifman

J. Am. Medical Informatics Assoc., 2006

2005

Clustering Gene Expression Data with Kernel Principal Components.

Zhenqiu Liu, Dechang Chen, Halima Bensmail, Ying Xu

J. Bioinform. Comput. Biol., 2005

Logistic support vector machines and their application to gene expression data.

Zhenqiu Liu, Dechang Chen, Ying Xu, Jian Liu

Int. J. Bioinform. Res. Appl., 2005

Classification of Chromosome Sequences with Entropy Kernel and LKPLS Algorithm.

Zhenqiu Liu, Dechang Chen

Proceedings of the Advances in Intelligent Computing, 2005

Classification of Proteomic Data with Logistic Kernel Partial Least Squares Algorithm.

Zhenqiu Liu, Dechang Chen, Jianjun Paul Tian

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004

An integrated system for class prediction using gene expression profiling.

Dechang Chen, D. D. Hua, Zhenqiu Liu, Zhi-Fu Cheng

Proceedings of the 8th International Conference on Control, 2004

Gene Expression Data Classification with Revised Kernel Partial Least Squares Algorithm.

Zhenqiu Liu, Dechang Chen

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2003

RBF neural networks for classification using new kernel functions.

Zhenqiu Liu, Hamparsum Bozdogan

Neural Parallel Sci. Comput., 2003