牛晓辉 【副教授】
姓名 牛晓辉 性别
职称 副教授 学位 博士
电话 027-87284285 邮箱 niuxiaoh@126.com
工作单位 华中农业大学信息学院
研究方向 生物统计、生物信息、数据挖掘
教育经历

1997年9月---2001年7月就读于武汉大学数学与计算机科学学院,获学士学位;
     2001年9月---2004 年7月就读于武汉大学数学与统计学院信息与计算科学专业,获硕士学位;
    2008年9月----2012年6月 就读于华中科技大学公共卫生学院流行病与卫生统计专业,获博士学位。

主要职历

2004年7月-2014年7月 华中农业大学理学院 信息与数学科学系;
     2006年12月          获讲师职称;
    2013年12月          获副教授职称;
    2014年7月-至今      华中农业大学 信息学院 生物统计系。

科研成果

 

1.       科研项目:

[1]主持国家青年基金《基于支撑向量的生存分析方法的研究与应用》; 

[2] 主持武汉市卫计委医学科研项目《大病保险在新农合医疗体系中的运行分析和对策研究》

[2] 作为第一参与人,参与国家青年基金《基于生物信息学和自然语言处理的水稻抗病基因挖掘》;

[3] 作为主要 参与者,参与国家面上基金项目《青少年新型毒品滥用预防的亲子“认知-技能-心理成长”干预模式研究》;

[4] 作为主要参与人,参与国家青年基金《半监督排序的局部学习算法设计与推广性能研究》;

 

2.科研论文:

[1] Niu Xiaohui, Hu Xuehai. Improved Prediction of DNA-Binding Proteins Using Chaos Game Representation and Random Forest. Current Bioinformatics, 2016,11(2):156-163.

[2] Changge Guan, Xiaohui Niu, Feng Shi, Kun Yang, Nana Li*.Predicting a DNA-binding protein using random forest with multiple mathematical features. Bio-Medical Materials and Engineering 2015, 26, S1,883–889.

[3] Niu Xiaohui, Hu Xuehai*, Shi Feng, Xia Jingbo. Predicting DNA binding proteins using support vector machine with hybrid fractal features. J Theor Biol. 2014,334:189-192.

[4] Niu Xiaohui, Shi Feng, Hu Xuehai, Xia Jingbo, Li Nana*.Predicting the protein solubility by integrating chaos games representation and entropy in information theory. Expert Systems with Applications, 2014, 41(4):1672-1679.

[5] Niu Xiaohui, Li Nana,Xia Jingbo,Chen Dingyan,Peng Yuehua,Xiao Yang , Wei Weiquan,Wang Dongming,Wang Zengzhen. Using the concept of Chou's pseudo amino acid composition to predict protein solubility: An approach with entropies in information theory.J Theor Biol., 2013,332:211-217.

[6] Niu Xiaohui, Li Nana, Chen Dinyan, Wang Zengzhen. Interconnection between the Protein Solubility and Amino Acid and Dipeptide Compositions[J]. Protein and Peptide Letters. Protein and Peptide Letters 2013,20(1):88-95.

[7] Niu Xiaohui, Hu Xuehai *, Shi Feng, Xia Jingbo. Predicting Protein Solubility by the General Form of Chou’s Pseudo Amino Acid Composition: Approached from Chaos Game Representation and Fractal Dimension[J]. Protein and Peptide Letters 2012,19(9):940-948.

[8]XiaJingbo,ZhangSilan,ShiFeng,XiongHuijuan,HuXuehai,NiuXiaohui,LiZhi.  Using the concept of pseudo amino acid composition to predict resistance gene against Xanthomonasoryzaepv.oryzae in rice: An approach from chaos games representation[J],Journal of Theoretical Biology 2011 284 16-23.

[9] Niu Xiaohui Li Nana Shi Feng Hu Xuehai Xia Jinbo. Predicting Protein Solubility with a hybrid method by Support Vector Machine and BP Neural Network[J]. PROTEIN AND PEPTIDE LETTERS, 2010 17 (12): 1466-1472.

[10] Xia Jinbo, Hu Xuehai,Shifeng, Niu Xiaohui Zhang ChengJun*, SVM method on predicting resistance gene against Xanthomonasoryzaepv. oryzae in rice[J].EXPERT SYSTEMS WITH APPLICATIONS, 2010 37 (8): 5946-5950.

[11] Niu Xiaohui,Li Nana*,Shi Feng, Hu Xuehai. Subcellular Locations Prediction of Proteins Based on Chaos Game Representation[C]//ICBBE, 2009. (EI)

[12] Hu Xuehai, Song Chaohong, Xia Jinbo, Niu Xiaohui, Ma Xuan, Shi Feng.Chaos game representation for discriminating Thermophilic from Mesophilic protein sequences[C]//ICBBE 2009.

[13] Li Nana,NiuXiaohui*, Shi Feng, Xia Jinbo.A Novel Method to Reconstruct Phylogeny Tree based on the Chaos Game Representation[J]. J. Biomedical Science and Engineering, 2009, 1, 59-63.

[14] Niu Xiaohui, Li Nana*, Shi Feng, Li Xueyan. A Novel Measurement of Sequence Dissimilarity and Its Application to Phylogeny.[C]//theFourth International Conference on Natural Computation ,ICNC 2008.

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