胡学海 【副教授】
姓名 胡学海 性别
职称 副教授 学位 博士
电话 18171282783 邮箱 huxuehai@mail.hzau.edu.cn
工作单位 华中农业大学信息学院
研究方向 生物信息学、分形几何学
教育经历

1998.09-2002.06 武汉大学              信息与计算科学 本科 
      2002.09-2007.06 武汉大学              基础数学       博士   分形几何学

主要职历

2007.07-2010.12 华中农业大学理学院    讲师
     2011.01-2014.06 华中农业大学理学院    副教授
     2014.07-至今    华中农业大学信息学院  副教授

科研成果

科研项目:

主持国家自然科学基金面上项目《分形与序列复杂度方法在DNA调控元件预测中的应用》,批准号:11671003,时间:2017.01-2020.12,48万元;

主持国家自然科学基金青年基金《形式级数域上若干丢番图逼近问题的分形性质研究》,批准号:11001093,时间:2011.01-2013.12,17万元;

参与国家自然科学基金面上项目子项目《分形方法在分子进化与蛋白质研究中的应用》,批准号:11371016,时间:2014.01-2017.12,9.5万元;

 

研究方向为生物信息学、分形几何学。主要论文目录如下:

 

1)          分形方法在生物信息学中的应用研究

[1] Chengchao Wu, Shixin Yao, Xinghao Li, Chujia Chen and Xuehai Hu*. Genome-Wide Prediction of DNA Methylation Using DNA Composition and Sequence Complexity in Human.  International Journal of Molecular Sciences, 2017, 18, 420. (SCI, 影响因子:3.257)

[2] XiaohuiNiu, Xuehai Hu*. Improved prediction of DNA-binding proteins using chaos game representation and random forest. Current Bioinformatics, 2016, 11(2): 156-163.  (SCI, 影响因子:0.921)

[3] Hongchu Wang, Xuehai Hu*. Accurate prediction of nuclear receptors with conjoint triad feature. BMC Bioinformatics, 2015, 16:402. (SCI, 影响因子:2.58)

[4] GuopingNie, Yong Li, Feichi Wang, Siwen Wang, Xuehai Hu*. A novel fractal approach for predicting G-protein–coupled receptors and their subfamilies with support vector machines. Bio-Medical Materials and Engineering, 2015, 26, s1, 1829-1836. (SCI,影响因子:1.092)

[5]XiaohuiNiu, Xuehai Hu*, Feng Shi and Jingbo Xia. Predicting DNA binding proteins using support vector machine with hybrid fractal features.Journal of Theoretical Biology, 2014, 343, 186-192.  (SCI,影响因子:2.496)

[6] Jinlong Lu, Xuehai Hu* and Donggang Hu. A new hybrid fractal algorithm for predicting thermophilic nucleotide sequences.  Journal of Theoretical Biology, 2012, 293, 74-81. (SCI,影响因子:2.496)

[7] XiaohuiNiu, Xuehai Hu*, F Shi and J. B. Xia. Predicting protein solubility by the general form of Chou's pseudo amino acid composition: approached from chaos game representation and fractal dimension.  Protein & Peptide Letters, 2012, 19 (9), 940-948. (SCI,影响因子:1.942)

[8] Xiaolei Liu, Jinlong Lu, and Xuehai Hu*. Predicting thermophilic proteins with pseudo amino acid composition: approached from chaos game representation and principal component analysis,Protein & Peptide Letters, 2011, 18 (12), 1244-1250. (SCI,影响因子:1.942)

[9] Yaping Lu, Yemao Liu, XiaohuiNiu, Qingyong Yang, Xuehai Hu, HongYu Zhang and Jingbo Xia*. Systems Genetic Validation of the SNP-Metabolite Association in Rice Via Metabolite-Pathway-Based Phenome-Wide Association Scans.  Frontiers in Plant Science, 2015, Nov 27; 6:1027. (SCI, 影响因子:4.495)

[10] Jingbo Xia, Silan Zhang*, Feng Shi, Huijuan, Xuehai Hu, XiaohuiNiu, Zhi Li. Using the concept of pseudo amino acid composition to predict resistance gene against Xanthomonasoryzaepv. oryzae in rice: an approach from chaos games representation.Journal of Theoretical Biology, 2011, 284(1), 16-23. (SCI,影响因子:2.496)

[11] Jingbo Xia*, Xuehai Hu, Feng Shi, XiaohuiNiu, Chengjun Zhang. Support vector machine method on predicting resistance gene against Xanthomonasoryzaepv. oryzae in rice. Expert Systems with Applications, 2010, 37(8), 5946–5950. (SCI,影响因子:2.339)

[12] XiaohuiNiu, Nana Li, Feng Shi, Xuehai Hu, Jingbo Xia*. Predicting protein solubility with a hybrid method by support vector machine and BP neural network. Protein & Peptide Letters, 2010, 17(12), 1466-1472. (SCI,影响因子:1.942)

 

2)分形几何学理论研究

[1] Xuehai Hu*, Jian Xu and Bing Li. Metric theorem and Hausdorff dimension on recurrence rate of Laurent series. Bulletin of the Korean Mathematical Society, 51(1), 157-171, 2014.  (SCI)

[2] Donggang Hu and Xuehai Hu*. Arbitrarily long arithmetic progressions for continued fractions of Laurent series.  Aata Mathematica Scientia, 33 (4): 943-949, 2013.  (SCI)

[3] Xuehai Hu* and Luming Shen.  A note on Continued fractions with sequences of partial quotients of Laurent series. Bulletin of the Korean Mathematical Society, 49, 875-883, 2012. (SCI)

[4] Xuehai Hu and Jun Wu*. Continued fractions with sequences of partial quotients over the field of Laurent series. Acta Arithmetica, 136(3), 201-211, 2009. (SCI)

[5] Xuehai Hu*, Baowei Wang, Jun Wu, Yueli Yu. Cantor sets determined by partial quotients of continued fractions of Laurent series. Finite Fields and Their Applications, 14, 417-437, 2008. (SCI)


备注