Jian-Xiao Liu-College of Informatics

Name

Jian-Xiao Liu

Sex

Male

Title

Associate Professor

Institute

College of Informatics, Huazhong Agricultural University

Address

No.1 Shizishan Street, Hongshan District, Wuhan 430070, China

Email

liujianxiao@mail.hzau.edu.cn

Fax

0086-27-87280877

Research Interest

Machine learning and Bioinformatics

Academic activities

Member of Hubei Key Laboratory of Agricultural Bioinformatics; Member of China Computer Federation(CCF)

Education and research experience

2002.09~2006.07: Undergraduate student, School of Computer Science and Engineering, Hunan University of Science and Technology

2006.09~2009.07: Master candidate, School of Computer and Communication, Hunan University

2009.09~2012.07: Doctorate candidate, School of Computer, Wuhan University

2012.07~2016.12: Lecturer, College of Informatics/College of Science, Huazhong Agricultural University

2017.01~present: Associate Professor, College of Informatics, Huazhong Agricultural University

Grants (Government-funded)

Approach of Gene Mining Based on Three-Phase Dependency Analysis and Its Application in Maize Carotenoid Genetic Analysis (Grant number: 31601078), National Natural Science Foundation of China, 2017-2019

Using Multi-omics Data for the Genetic Analysis of Maize Ear Trait in the Internet+ Environment (Grant number: 2662018JC030), Fundamental Research Funds for the Central Universities, 2018-2020

Construction and Application of Maize Biological Group Database (Grant number: 2016YFD0101001), National Key Research and Development Program of China, 2016-2020

Research on Gene Mining Approach Based on Bayesian Network-Taking Ear Traits of Maize as an Example (Grant number: 2016CFB231), Natural Science Foundation of Hubei Province, 2017-2018

Representative publications（*for corresponding authors, # for first authors）

1. Liguang Wang^#, Yujia Wang^#, Yi Fu, Yunge Gao, Jiawei Du, Chen Yang, Jianxiao Liu*. AFSBN: A Method of Artificial Fish Swarm Optimizing Bayesian Network for Epistasis Detection, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019

2. Yang Guo^#, Zhiman Zhong^#, Chen Yang, Jiangfeng Hu, Yaling Jiang, Zizhen Liang, Hui Gao, Jianxiao Liu*. Epi-GTBN: an approach of epistasis mining based on genetic Tabu algorithm and Bayesian network. BMC Bioinformatics, 20(1): 444, 2019

3. Chen Yang^#, Hui Gao^#, Xuan Yang, Suiyu Huang, Yulong Kan, Jianxiao Liu*. BnBeeEpi: An Approach of Epistasis Mining Based on Artificial Bee Colony Algorithm Optimizing Bayesian Network. IEEE International Conference on Bioinformatics and Biomedicine(BIBM), 2019

4. Qingchun Pan, Junfeng Wei, Feng Guo, Suiyong Huang, Yong Gong, Hao Liu, Jianxiao Liu*, Lin Li*. TO: Trait Ontology Based on Association Mapping Studies Bridges the Genomes and Phenomes in Crops. BMC Genomics, 20:443, 2019

5. Jianxiao Liu*, Zonglin Tian, Yingjie Xiao, Haijun Liu, Songlin Hao, Xiaolong Zhang, Chaoyang Wang, Jianchao Sun, Huan Yu, Jianbing Yan. Gene Regulatory Relationship Mining Using Improved Three-Phase Dependency Analysis Approach, IEEE-ACM Transactions on Computational Biology and Bioinformatics, 2018

6. Yaling Jiang, Zizhen Liang, Hui Gao, Yang Guo, Zhiman Zhong, Chen Yang, Jianxiao Liu*. An Improved Constraint-Based Bayesian Network Learning Method Using Gaussian Kernel Probability Density Estimator, Expert Systems With Applications, 113, pp. 544-554, 2018

7. Jianxiao Liu*, Zonglin Tian. Verification of Three-Phase Dependency Analysis Bayesian Network Learning Method for Maize Carotenoid Gene Mining. BioMed Research International, 2017(8), pp.1-10, 2017

8. Haijun Liu, Fan Wang, Yingjie Xiao, Zonglin Tian, Weiwei Wen, Xuehai Zhang, Xi Chen, Nannan Liu, Wenqiang Li, Lei Liu, Jie Liu, Jianbing Yan, Jianxiao Liu*. MODEM: Multi-omics data envelopment and mining in maize. Database: The Journal of Biological Databases and Curation, 2016, baw117, 2016 (http://modem.hzau.edu.cn/)

9. Jianxiao Liu*, Zhihua Xia. An Approach of Web Service Organization Using Bayesian Network Learning. Journal of Web Engineering, 16(3&4), pp.252-276, 2017

10. Jianxiao Liu, Xiaoxia Li, Zhihua Xia*. Web service aggregation and selection based on join operation in RDB, Journal of Internet Technology, 99(99), pp.1-17, 2015

11. Jianxiao Liu, Feng Liu, Xiaoxia Li, Keqing He, Yutao Ma, Jian Wang*. Web Service Clustering Using Relational Database Approach, International Journal of Software Engineering and Knowledge Engineering(IJSEKE), 25(8), pp.1365-1393, 2015

12. Jianxiao Liu, Jian Wang, Keqing He, Feng Liu, Xiaoxia Li*. Service Organization and Recommendation Using Multi-granularity Approach, Knowledge-Based Systems, 73, pp.181-198, 2015

13. Jianxiao Liu*, Keqing He, Da Ning. Web Service Aggregation Using Semantic Interoperability Oriented Method, Journal of Information Science and Engineering, 28(3), pp.437-452, 2012

Basic Information
Name	Jian-Xiao Liu		Sex	Male	Title	Associate Professor
Institute		College of Informatics, Huazhong Agricultural University
Address		No.1 Shizishan Street, Hongshan District, Wuhan 430070, China
Email		liujianxiao@mail.hzau.edu.cn
Fax		0086-27-87280877
Research Interest
Machine learning and Bioinformatics
Academic activities
Member of Hubei Key Laboratory of Agricultural Bioinformatics; Member of China Computer Federation(CCF)
Education and research experience
2002.09~2006.07: Undergraduate student, School of Computer Science and Engineering, Hunan University of Science and Technology 2006.09~2009.07: Master candidate, School of Computer and Communication, Hunan University 2009.09~2012.07: Doctorate candidate, School of Computer, Wuhan University 2012.07~2016.12: Lecturer, College of Informatics/College of Science, Huazhong Agricultural University 2017.01~present: Associate Professor, College of Informatics, Huazhong Agricultural University
Grants (Government-funded)
Approach of Gene Mining Based on Three-Phase Dependency Analysis and Its Application in Maize Carotenoid Genetic Analysis (Grant number: 31601078), National Natural Science Foundation of China, 2017-2019 Using Multi-omics Data for the Genetic Analysis of Maize Ear Trait in the Internet+ Environment (Grant number: 2662018JC030), Fundamental Research Funds for the Central Universities, 2018-2020 Construction and Application of Maize Biological Group Database (Grant number: 2016YFD0101001), National Key Research and Development Program of China, 2016-2020 Research on Gene Mining Approach Based on Bayesian Network-Taking Ear Traits of Maize as an Example (Grant number: 2016CFB231), Natural Science Foundation of Hubei Province, 2017-2018
Representative publications（*for corresponding authors, # for first authors）
1. Liguang Wang^#, Yujia Wang^#, Yi Fu, Yunge Gao, Jiawei Du, Chen Yang, Jianxiao Liu. AFSBN: A Method of Artificial Fish Swarm Optimizing Bayesian Network for Epistasis Detection, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019 2. Yang Guo^#, Zhiman Zhong^#, Chen Yang, Jiangfeng Hu, Yaling Jiang, Zizhen Liang, Hui Gao, Jianxiao Liu. Epi-GTBN: an approach of epistasis mining based on genetic Tabu algorithm and Bayesian network. BMC Bioinformatics, 20(1): 444, 2019 3. Chen Yang^#, Hui Gao^#, Xuan Yang, Suiyu Huang, Yulong Kan, Jianxiao Liu*. BnBeeEpi: An Approach of Epistasis Mining Based on Artificial Bee Colony Algorithm Optimizing Bayesian Network. IEEE International Conference on Bioinformatics and Biomedicine(BIBM), 2019 4. Qingchun Pan, Junfeng Wei, Feng Guo, Suiyong Huang, Yong Gong, Hao Liu, Jianxiao Liu**, Lin Li. TO: Trait Ontology Based on Association Mapping Studies Bridges the Genomes and Phenomes in Crops. BMC Genomics, 20:443, 2019 5. Jianxiao Liu, Zonglin Tian, Yingjie Xiao, Haijun Liu, Songlin Hao, Xiaolong Zhang, Chaoyang Wang, Jianchao Sun, Huan Yu, Jianbing Yan. Gene Regulatory Relationship Mining Using Improved Three-Phase Dependency Analysis Approach, IEEE-ACM Transactions on Computational Biology and Bioinformatics, 2018 6. Yaling Jiang, Zizhen Liang, Hui Gao, Yang Guo, Zhiman Zhong, Chen Yang, Jianxiao Liu. An Improved Constraint-Based Bayesian Network Learning Method Using Gaussian Kernel Probability Density Estimator, Expert Systems With Applications, 113, pp. 544-554, 2018 7. Jianxiao Liu*, Zonglin Tian. Verification of Three-Phase Dependency Analysis Bayesian Network Learning Method for Maize Carotenoid Gene Mining. BioMed Research International, 2017(8), pp.1-10, 2017 8. Haijun Liu, Fan Wang, Yingjie Xiao, Zonglin Tian, Weiwei Wen, Xuehai Zhang, Xi Chen, Nannan Liu, Wenqiang Li, Lei Liu, Jie Liu, Jianbing Yan, Jianxiao Liu*. MODEM: Multi-omics data envelopment and mining in maize. Database: The Journal of Biological Databases and Curation, 2016, baw117, 2016 (http://modem.hzau.edu.cn/) 9. Jianxiao Liu*, Zhihua Xia. An Approach of Web Service Organization Using Bayesian Network Learning. Journal of Web Engineering, 16(3&4), pp.252-276, 2017 10. Jianxiao Liu*, Xiaoxia Li, Zhihua Xia. Web service aggregation and selection based on join operation in RDB, Journal of Internet Technology, 99(99), pp.1-17, 2015 11. Jianxiao Liu, Feng Liu, Xiaoxia Li, Keqing He, Yutao Ma, Jian Wang. Web Service Clustering Using Relational Database Approach, International Journal of Software Engineering and Knowledge Engineering(IJSEKE), 25(8), pp.1365-1393, 2015 12. Jianxiao Liu, Jian Wang, Keqing He, Feng Liu, Xiaoxia Li. Service Organization and Recommendation Using Multi-granularity Approach, Knowledge-Based Systems, 73, pp.181-198, 2015 13. Jianxiao Liu*, Keqing He, Da Ning. Web Service Aggregation Using Semantic Interoperability Oriented Method, Journal of Information Science and Engineering, 28(3), pp.437-452, 2012