牛晓辉 - 华中农业大学

个人简介

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。

研究领域

生物统计、生物信息、数据挖掘

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

[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] NiuXiaohui, LiNana,XiaJingbo,ChenDingyan,PengYuehua,XiaoYang, WeiWeiquan,WangDongming,WangZengzhen. 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. Interconnectionbetween 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 XiaohuiLi 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 XiaohuiZhang 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.