杨润涛


杨润涛

姓名:杨润涛

职称:讲师

学位:博士

毕业院校:山东大学

所学专业:控制工程与控制理论


研究方向

生物信息学,系统生物学,模式识别

教育经历

  • 山东大学:控制科学与工程学院控制理论与控制工程博士学位(硕博连读) 2011.9-2016.12

  • 山东大学(威海):机电与信息工程学院自动化工学学士学位2007.9-2011.7

获奖情况

  • 2015年IEEE加拿大电子与计算工程大会最佳论文奖提名

  • 2013年第十届“华为杯”全国研究生数学建模竞赛二等奖(第一位)

  • 2012年第九届“华为杯”全国研究生数学建模竞赛二等奖(第一位)

科研项目

1. 国家自然科学基金面上项目,61573213,群机器人自组织行为涌现机理及其演化规律研究,2016/01-2019/12,64万元,在研,参与

2. 国家自然科学基金面上项目,61473335,分子生物学代谢过程多模型建模及非线性分析,2015/01-2018/12,60万元,在研,参与

发表文章

[1]Runtao Yang, Chengjin Zhang*, Rui Gao*, Lina Zhang, An Ensemble Method with Hybrid Features to IdentifyExtracellular Matrix Proteins, PLoS One, 2014, 10(2): e0117804

[2]Runtao Yang, Chengjin Zhang*, Rui Gao, Lina Zhang, An EffectiveAntifreeze Protein Predictor with Ensemble Classifiers and ComprehensiveSequence Descriptors, International Journal of Molecular Sciences, 2015, 16(9):21191-21214

[3]Runtao Yang, Chengjin Zhang*, Rui Gao, Lina Zhang, A Novel FeatureExtraction Method with Feature Selection to Identify Golgi-resident ProteinTypes From Imbalanced Data, International Journal of Molecular Sciences, 2016,17(2): 218

[4]Lina Zhang, Chengjin Zhang*, RuiGao,Runtao Yang, An Ensemble Methodto Distinguish Bacteriophage Virion From Non-virion Proteins Based on ProteinSequence Characteristics, International Journal of Molecular Sciences, 2015,16(9): 21734-21758

[5]Lina Zhang, Chengjin Zhang*, RuiGao,Runtao Yang, JPPRED: Predictionof Types of J-proteins From Imbalanced Data Using an Ensemble Learning Method, BioMedResearch International, 2015, 2015(2): 705156

[6]Lina Zhang, Chengjin Zhang*, RuiGao,Runtao Yang, Using the SMOTE Techniqueand Hybrid Features to Predict the Types of Ion Channel-targeted Conotoxins, Journalof Theoretical Biology, 2016, 403: 75-84

[7]Lina Zhang, Chengjin Zhang*, RuiGao,Runtao Yang,Predictionof Aptamer-protein Interacting Pairs Using an Ensemble Classifier inCombination with Various Protein Sequence Attributes, BMC Bioinformatics, 2016, 17(1): 225

[8]Lina Zhang, Chengjin Zhang*, RuiGao,Runtao Yang, Sequence BasedPrediction of Antioxidant Proteins Using a Classifier Selection Strategy, PLoSOne, 2016, 11(9): e0163274

[9]Runtao Yang, Rui Gao*, Chengjin Zhang,AMathematical Model and the Functional Relationship of Three-base Codons in theComplex Plane,The 31st Chinese Control Conference, Hefei, P.R. China, 2012.7.24-7.26

[10]Runtao Yang, Chengjin Zhang*, Rui Gao, Lina Zhang,AMachine Learning Approach to Identify DNA Replication Proteins FromSequence-derived Features,The 28th Canadian Conference on Electrical and Computer Engineering, Halifax, Canada,2015.5.3-5.6

[11]Runtao Yang, Rui Gao, Chengjin Zhang*,A New AlgebraicApproach to Finding All Simple Paths and Cycles in Undirected Graphs, InternationalConference on Information and Automation, Lijiang, P.R. China, 2015.8.8-8.10

[12]Lina Zhang, Chengjin Zhang*, RuiGao,Runtao Yang,Incorporatingg-gap Dipeptide Composition and Position Specific Scoring Matrix forIdentifying Antioxidant Proteins, The 28th Canadian Conference on Electrical andComputer Engineering, Halifax, Canada, 2015.5.3-5.6

参与会议

(1) 2012.6.6-2012.6.8 参加IEEE InternationalConference on Automation and Logistics;

(2)2012.7.24-2012.7.26 参加第31届中国控制会议并做分会场报告,报告题目:A mathematical model andthe functional relationship of three-base codons in the complex plane;

(3)2013.8.26-2013.8.28 参加IEEE InternationalConference on Information and Automation;

(4) 2013.12.12-2013.12.14 参加IEEE InternationalConference on Robotics and Biomimetics;

(5) 2015.5.3-2015.5.6 赴加拿大参加IEEE 28th Canadian Conferenceon Electrical and Computer Engineering并做分会场报告,报告题目:A machine learning approach toidentify DNA replication proteins from sequence-derived features.

电子邮箱

runtao-sd@163.com



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