个人简介
个人简介
樊永显,男,工学博士/校聘教授,国家自然科学基金项目评议专家,广西科技项目评议专家,中国人工智能学会生物信息学与人工生命专委会委员,中国计算机学会生物信息学专委会委员,中国图象图形学学会视觉大数据专委会委员,中国人工智能学会模式识别专业委员会委员,中国自动化学会模式识别与机器智能专委会委员,国际模式识别协会(IAPR)会员。毕业于上海交通大学图像处理与模式识别研究所。研究方向为:人工智能、数据分析、机器学习、模式识别、生物信息学。主持国家自然科学基金项目与广西自然科学基金项目多项,其他重点实验室项目若干项。担任Bioinformatics、NeuralComputing&Applications、IEEEAccess等国际期刊审稿人。在国际期刊发表论文多篇,均被SCI检索。欢迎态度好、编程好、英语好的同学报考!
教学信息
研究生学位课《统计学习》(48学时)
研究领域
研究领域:人工智能、数据分析、机器学习、模式识别、生物信息学
近期论文
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[1]XiaoyongPan,Yong-XianFan,JueJia,andHong-BinShen*.IdentifyingRNA-bindingproteinsusingmulti-labeldeeplearning,SCIENCECHINAInformationSciences,2019,62(1):019103,doi:10.1007/s11432-018-9558-2.(SCI,IF:2.188).
[2]Yong-XianFan,XiaoyongPan,YangZhang,andHong-BinShen*.LabCaSforrankingpotentialcalpainsubstratecleavagesitesfromaminoacidsequence,In:MesserJ.(eds)Calpain.MethodsinMolecularBiology,2019,1915:111-120.Springer,NewYork.
[3]XiaoyongPan^,Yong-XianFan^,JunchiYan,andHong-BinShen*,IPMiner:HiddenncRNA-proteininteractionsequentialpatternminingwithstackedautoencoderforaccuratecomputationalprediction,BMCGenomics,2016,17:582.(SCI,IF:3.867).
[4]Yong-XianFanandHong-BinShen*,Predictingpupylationsitesinprokaryoticproteinsusingpseudo-aminoacidcompositionandextremelearningmachine,Neurocomputing,2014,128:267-272.(SCI,IF:2.005).
[5]XiaoyongPan*,LinZhu,Yong-XianFan,JunchiYan,PredictingProtein-RNAInteractionAminoAcidsusingRandomForestBasedonSubmodularitySubsetSelection,ComputationalBiologyandChemistry,2014,53:324–330.(SCI,IF:1.595).
[6]Yong-XianFan,YangZhang,andHong-BinShen*,LabCaS:Labelingcalpainsubstratecleavagesitesfromaminoacidsequenceusingconditionalrandomfields,PROTEINS:Structure,Function,andBioinformatics,2013,81:622-634.(SCI,IF:3.337).
[7]Yong-XianFan,JiangningSong,ChenXu,andHong-BinShen*,PredictingproteinN-terminalsignalpeptidesusingposition-specificaminoacidpropensitiesandconditionalrandomfields,CurrentBioinformatics,2013,8:183-192.(SCI,IF:2.017).
[8]Ya-NanZhang^,Dong-JunYu^,Shu-SenLi,Yong-XianFan,YanHuang,andHong-BinShen*,Predictingprotein-ATPbindingsitesfromprimarysequencethroughfusingbi-profilesamplingofmulti-viewfeatures,BMCBioinformatics,2012,13:118.(SCI,IF:3.024).
[9]ZhiZheng,YouyingChen,LipingChen,GongdeGuo,YongxianFan,andXiangzengKong*,Signal-BNF:ABayesianNetworkFusingApproachtoPredictSignalPeptides,JournalofBiomedicineandBiotechnology,2012,ArticleID492174,8pages.(SCI,IF:2.880).
[10]Yong-XianFan,JiangningSong,XiangzengKong,andHong-BinShen*,PredCSF:Anintegratedfeature-basedapproachforpredictingconotoxinsuperfamily,ProteinandPeptideLetters,2011,18:261-267.(SCI,IF:1.942).
[11]Jiang-BoYin^,Yong-XianFan^,andHong-BinShen*,Conotoxinsuperfamilypredictionusingdiffusionmapsdimensionalityreductionandsubspaceclassifier,CurrentProteinandPeptideScience,2011,12:580-588.(SCI,IF:2.886).
[12]杨辉华*,张晓凤,樊永显*,谢谱模,褚小立,基于一元线性回归的近红外光谱模型传递研究,分析化学,2014,42(9):1229-1234.(SCI,IF:0.700).
[13]尹江波,雷剑波,樊永显,沈红斌*,基于扩散映射和dHKNN算法的芋螺毒素超家族预测,ChineseConferenceonPatternRecognition2010(CCPR2010),Chongqing,China,Oct21-23,2010.(EI).
[14]蔡国永,吕瑞,樊永显,基于标签和因子分析的协同推荐方法,北京邮电大学学报,2015,33(9):34-38.(EI).
[15]李永贞,樊永显*,杨辉华,KELMPSP:基于核极限学习机的假尿苷修饰位点识别,中国生物化学与分子生物学报,2018,34(7):785-793.