Xinghua Shi

发表

Building Bayesian networks from GWAS statistics based on Independence of Causal Influence

Lu Zhang, Xintao Wu, Qiuping Pan, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Sparse Convolutional Denoising Autoencoders for Genotype Imputation

Xinghua Shi, Junjie Chen, Xinghua Shi, 2019, Genes.

A Sparse Learning Framework for Joint Effect Analysis of Copy Number Variants

Zhiyong Wang, Xinghua Shi, Jinbo Xu, 2017, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Convergence of General Nonstationary Iterative Methods for Solving Singular Linear Equations

Wen Zhang, Yimin Wei, Xinghua Shi, 2011, SIAM J. Matrix Anal. Appl..

A predictive model of gene expression using a deep learning framework

Xinghua Shi, Jianlin Cheng, Rui Xie, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A Bayesian Approach to High-Throughput Biological Model Generation

Xinghua Shi, Rick L. Stevens, Xinghua Shi, 2009, BICoB.

A Graph Community Approach for Constructing microRNA Networks

Xinghua Shi, Benika Hall, Andrew Quitadamo, 2015, BigCom.

A Survey of Social-Based Routing in Delay Tolerant Networks: Positive and Negative Social Effects

Ying Zhu, Yu Wang, Xinghua Shi, 2013, IEEE Communications Surveys & Tutorials.

Bayesian Network Construction and Genotype-Phenotype Inference Using GWAS Statistics

Yue Wang, Xintao Wu, Qiuping Pan, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Finding Alternative Expression Quantitative Trait Loci by Exploring Sparse Model Space

Zhiyong Wang, Xinghua Shi, Jinbo Xu, 2014, J. Comput. Biol..

Lightweight Key Management for Group Communication in Body Area Networks through Physical Unclonable Functions

Tuanfa Qin, Xinghua Shi, Weichao Wang, 2017, 2017 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).

User identification and anonymization in 802.11 wireless LANs

Yu Wang, Xinghua Shi, Dingbang Xu, 2012, Secur. Commun. Networks.

Encryption-free Authentication and Integrity Protection in Body Area Networks through Physical Unclonable Functions

Tuanfa Qin, Xinghua Shi, Weichao Wang, 2018, Smart Health.

A parallelized strategy for epistasis analysis based on Empirical Bayesian Elastic Net models

Xinghua Shi, Daniel Janies, Colby T. Ford, 2020, Bioinform..

Capacity of data collection in randomly-deployed wireless sensor networks

Siyuan Chen, Xiang-Yang Li, Yu Wang, 2011, Wirel. Networks.

DeepDSC: A Deep Learning Method to Predict Drug Sensitivity of Cancer Cell Lines

Min Li, Xinghua Shi, Jianxin Wang, 2021, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

System and tools to support a bayesian approach to improving large-scale metabolic models

Rick Stevens, Xinghua Shi, 2008 .

Evaluation of Possible Interior Gateway Protocol Extensions for Wavelength Switching Optical Networks

Xinghua Shi, Jianrui Han, Young Lee, 2008 .

A Survey on RFID Security and Privacy in Smart Medical: Threats and Protections

Victor I. Chang, Xinghua Shi, Tianliang Lu, 2019, IoTBDS.

Lightweight mutual authentication among sensors in body area networks through Physical Unclonable Functions

Liping Xie, Tuanfa Qin, Xinghua Shi, 2017, 2017 IEEE International Conference on Communications (ICC).

Kernel-based nonparametric anomaly detection

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Bayesian Hyperparameter Optimization for Machine Learning Based eQTL Analysis

Xinghua Shi, Andrew Quitadamo, James Johnson, 2017, BCB.

The National Microbial Pathogen Database Resource (NMPDR): a genomics platform based on subsystem annotation

Fangfang Xia, Daniela Bartels, Tobias Paczian, 2006, Nucleic Acids Res..

A Real-time Method For Landmine Detection Using Vehicle Array GPR

Xinghua Shi, Chenghao Wang, Dandan Cheng, 2018, 2018 17th International Conference on Ground Penetrating Radar (GPR).

Participant Grouping for Privacy Preservation in Mobile Crowdsensing over Hierarchical Edge Clouds

Ting Li, Zhijin Qiu, Zhongwen Guo, 2018, 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC).

Data collection capacity of random-deployed wireless sensor networks

Siyuan Chen, Xiang-Yang Li, Yu Wang, 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping

Xiaohui Chen, Xing Xu, Zhiyong Wang, 2012, AISTATS.

Order-optimal data collection in wireless sensor networks: Delay and capacity

Siyuan Chen, Xiang-Yang Li, Yu Wang, 2009, 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks.

CNVnet: combining sparse learning and biological networks to capture joint effect of copy number variants

Zhiyong Wang, Xinghua Shi, Jinbo Xu, 2014, BCB.

Nonparametric Detection of Anomalous Data Streams

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, IEEE Transactions on Signal Processing.

Enhanced Feature Selection and Generation for 802.11 User Identification

Yu Wang, Xinghua Shi, Dingbang Xu, 2009, 2009 Proceedings of 18th International Conference on Computer Communications and Networks.

Data-Driven Approaches for Detecting and Identifying Anomalous Data Streams

Yingbin Liang, Shaofeng Zou, H. Vincent Poor, 2018, Signal Processing and Machine Learning for Biomedical Big Data.

An integrated network of microRNA and gene expression in ovarian cancer

Lu Tian, Xinghua Shi, Benika Hall, 2015, BMC Bioinformatics.

Sequential parallel LASSO models for eQTL analysis

Yingbin Liang, Xinghua Shi, Jia Wen, 2015, BCB.

Using Deep Neural Network to Predict Drug Sensitivity of Cancer Cell Lines

Yaohang Li, Fang-Xiang Wu, Min Li, 2018, ICIC.

Nonparametric Detection of Anomalous Data via Kernel Mean Embedding pdf

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, ArXiv.

Efficient on-demand topology control for wireless ad hoc networks

Yu Wang, Xinghua Shi, Yang Wang, 2005, Proceedings. 14th International Conference on Computer Communications and Networks, 2005. ICCCN 2005..

Using aggregate human genome data for individual identification

Xintao Wu, Xinghua Shi, Yue Wang, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

Sequential and Parallel LASSO: Novel scalable methods for eQTL mapping

Xinghua Shi, Jia Wen, Yingbin Liang, 2016, BICoB 2016.

Group spike‐and‐slab lasso generalized linear models for disease prediction and associated genes detection by incorporating pathway information

Nengjun Yi, Yan Li, Xinghua Shi, 2018, Bioinform..

A Sparse Convolutional Predictor with Denoising Autoencoders for Phenotype Prediction

Xinghua Shi, Junjie Chen, Xinghua Shi, 2019, BCB.

SWARM: a scientific workflow for supporting bayesian approaches to improve metabolic models

Xinghua Shi, Rick L. Stevens, Xinghua Shi, 2008, CLADE '08.

802.11 User Anonymization

Yu Wang, Xinghua Shi, Dingbang Xu, 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

Infringement of Individual Privacy via Mining Differentially Private GWAS Statistics

Xintao Wu, Xinghua Shi, Jia Wen, 2016, BigCom.

A sharp version of Bauer-Fike's theorem

Yimin Wei, Xinghua Shi, Xinghua Shi, 2012, J. Comput. Appl. Math..

Unsupervised nonparametric anomaly detection: A kernel method

H. Vincent Poor, Yingbin Liang, Shaofeng Zou, 2014, 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Effects of short indels on protein structure and function in human genomes

Xinghua Shi, Jing Chen, Maoxuan Lin, 2017, Scientific Reports.

OCMA: Fast, Memory-Efficient Factorization of Prohibitively Large Relationship Matrices

Xinghua Shi, Wenyuan Liao, Quan Long, 2018, G3: Genes, Genomes, Genetics.

Methods for population-based eQTL analysis in human genetics

Xinghua Shi, Andrew Quitadamo, Xinghua Shi, 2014 .

Extensive genetic diversity and substructuring among zebrafish strains revealed through copy number variant analysis

Xinghua Shi, Barbara E. Stranger, Towfique Raj, 2011, Proceedings of the National Academy of Sciences.

Multi-platform discovery of haplotype-resolved structural variation in human genomes

Li Ding, Amina Noor, Ali Bashir, 2018, Nature Communications.