胡学海

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 andXuehai 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, andXuehai 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 andXuehai 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 Huand 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)

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