机器学习
周柚

基本情况
姓名: 周柚
性别:
职称: 教授
是否博导:
最高学历: 研究生
最高学位: 博士
电话:
Email:




详细情况
所在学科专业: 计算机应用技术
所研究方向: 机器学习;生物信息学
讲授课程: JAVA程序设计、C#程序设计
教育经历: 1998年-2002年吉林大学计算机科学与技术学院、学士
2002年-2004年哈尔滨工业大学计算机科学与技术学院、硕士
2004年-2008年吉林大学计算机科学与技术学院、博士
2009年-2010年维也纳大学博士后
2010年-2011年德累斯顿工业大学博士后
工作经历: 2004年-2006年吉林大学计算机科学与技术学院、助教
2006年-2012年吉林大学计算机科学与技术学院、讲师
2012年至今吉林大学计算机科学与技术学院、副教授
2014年至今吉林大学计算机科学与技术学院、博士生导师
科研项目: [1]周柚,项目负责人. 蛋白质与蛋白质的结合位点结构比对方法研究. 国家自然科学基金青年基金项目,经费22万元,2013.01-2015.12。
[2]周柚,项目负责人. 主要农作物基因组可协同功能注释软件平台. 863项目子项目,经费20万元. 2009.01-2011.12。
[3]周柚,项目负责人. 生物数据挖掘中的关键技术及应用研究. 吉林省省级经济结构战略调整引导资金专项项目. 经费20万元. 2015.01-2016.12。
[4]周柚,项目负责人. 基于结构motif方法的蛋白质与DNA相互作用研究. 教育部博士基金. 经费3.6万元. 2008.01-2010.12。
[5]周柚,项目负责人. 玉米小分子RNA基因预测算法研究. 吉林省科技发展计划自然科学基金项目。经费5万元. 2010.01-2012.12。
[6]周柚,项目负责人. 非编码RNA与蛋白质相互作用的生物信息学方法研究. 吉林省科技发展计划青年基金项目。经费4万元. 2009.01-2011.12。
[7]周柚,项目负责人. 蛋白质结合位点的空间结构比对算法研究. 吉林省教育厅高校春苗人才. 经费10万元. 2013.01-2014.12。
学术论文: 近五年发表学术论文情况
[1]Wang H, Zhang C, Shi XH, Zhang L, Zhou Y(周柚)*. Improving transmembrane protein consensus topology prediction using inter-helical interaction. Biochimica et Biophysica Acta – Biomembranes, 1818(11): 2679-2686, 2012. (SCI, IF:3.389)
[2]Zheng M, Sun Y, Liu GX, Zhou Y(周柚)*, Zhou CG. Improved gravitation field algorithm and its application in hierarchical clustering. PLOS ONE, 7(11): e49039, 2012. (SCI, IF:3.73)
[3]Zheng M, Wu JN, Huang YX, Liu GX, Zhou Y(周柚)*, Zhou CG. Inferring Gene Regulatory Networks by Singular Value Decomposition and Gravitation Field Algorithm. PLOS ONE, 7(12): e51141, 2012. (SCI, IF:3.73)
[4]Zheng M, Huang YC , Shen W, Zhong Y, Wu JN, Liu GX, Zhou Y(周柚)*. A novel scale-free network construction method and its application in gene expression profiles simulation. PROG BIOCHEM BIOPHYS, 42(5): 581-590, 2011. (SCI, IF:0.554)
[5]Xu H, Zhao Y, Xing LN, Zhou Y(周柚). The Novel Heuristic for Data Transmission Dynamic Scheduling Problems. Journal of Applied Mathematics, Volume 2013. (SCI, IF:0.834)
[6]Zhou Y(周柚), Blanzieri E, Liang YC, Zhou X. An Algorithm for Recognizing on Mislabeled and Abnormal Samples in Cancer Microarray. International Journal of Digital Content Technology and its Applications, 5(11): 198-205, 2011. (EI)
[7]郑明, 刘桂霞, 周柚*, 周春光. 基于引力场算法的基因调控网络构建. 吉林大学学报(工学版), 44(2): 427-432, 2014. (EI)
[8]Wu JN, Zhou CG, Li ZX, Xia XF, Zhou Y(周柚)*, Liu GX. A module searching method in protein-protein interaction networks with gene expression profile. Journal of Information Computational Science, 10(5): 1541-1549, 2013. (EI)
[9]Sun Y, Wang Y, Chen L, Du W*, Cao ZB, Zhou Y (周柚)*. Improved Filter Feature Selection Methods by Samples Localization. Journal of Bionanoscience, 7(4):371-377, 2013. (EI)
[10]Zheng M, Cui ZH, Hu XY, Zhang MM, Zhou Y(周柚)*, Zhou CG. The Influence on Treatment Efficiency in Diabetic Retinopathy by Laser Photocoagulation Area. Journal of Convergence Information Technology, 7(14): 269-277, 2012. (EI)
[11]Wu JN, Zhou CG, Li ZX, Xia XF, Zhou Y(周柚)*, Liu GX. A novel workflow for microarray data analysis under expression level of genes. Journal of Computer Information System, 9(16): 4745-4754, 2012. (EI)
[12]沈威, 郑明, 刘桂霞, 邢翀, 吴佳楠, 周春光, 周柚*. 基于奇异值求通解方法进行基因调控网络构建.  中南大学学报(自然科学版), 43(4): 1377-1381, 2012. (EI)
[13]Xing C, Wang G, Wang Y, Zhou Y(周柚)*, Zhou CG. PSOfold: A metaheuristic for RNA folding. Journal of Computer Information System, 8(1):1-8, 2012. (EI)
[14]Shen W, Zhou Y(周柚)*, Zheng M, Liu GX, Xing C, Wu JN, Zhong Y, A novel bicluster method with mixed optimal search algorithm. Journal of Convergence Information Technology, 6(12):390-397, 2011.  (EI)
[15]Xing C, Wei W, Wu JN, Zhang CL, Zhou Y(周柚)*. Matching Point Pattern Using a Munkres Genetic Algorithm. Journal of Convergence Information Technology, 6(12): 376-383, 2011. (EI)
[16]吴佳楠, 周春光, 夏雪飞, 刘桂霞,沈薇, 周柚. 基于简单统计排名模型的差异表达基因识别. 吉林大学学报(工学版). 2013, 43(4): 1059-1063. (EI)
[17]Wang KP, Huang L, Zhai YD; Zhou Y(周柚), Wang Y. Traffic light synchronization in double rings road structure. Journal of Information and Computer Science, 9(2): 395-402, 2012. (EI)
[18]Wu JN, Zhou CG, Liu GX, Shen W, Zheng M, Zhou Y(周柚). RSDM: A method to identify differentially expressed genes based on meta-analysis. Journal of Jilin University(Engineering and Technology Edition), 42(5): 1262-1266, 2012. (EI)
[19]Zhang MM, Zhou Y(周柚)*, Zhang XW, Pang K, Li ZX, Zhou CG. Point Pattern Matching by Center-Based Shape Context. Advances in information Sciences and Service Sciences, 5(10): 547-554, 2013.
[20]付媛, 王岩, 周柚, 张帆, 王珏鑫, 梁艳春. 基于SVM-RFE的水稻抗病基因筛选. 吉林大学学报(理学版), 49 (6): 1101-1104, 2011.
[21]Kuo Pang, Yanchun Liang, You Zhou, Kangping Wang, Shu Wang. A Directional Algorithm Based on Shape Context for 3D Point Pattern Matching⋆. Journal of Computational Information Systems 11.7. (2015).
[22]Sun Y, Du W*, Zhou CG, Zhou Y, Cao ZB, Tian Y and Wang Y*. A Computational Method for Prediction of Saliva-secretory Proteins and Its Application to Identification of Head and Neck Cancer Biomarkers for Salivary Diagnosis. IEEE Transactions on Nanobioscience. pp(99), 2015.
[23]Yu j, Zhou Y, Xu H. Microwave hydrothermal synthesis and photodegradation activities for ciprofloxacin under visible light of InVO4 nanocrystals. Materials Research Innovations, 18(3):196-200, 2014.
[24]Xing, Chong;  Wang, Yao;  Zhou, You;  Liang, Yanchun Prediction of tRNA based on LS-SVM algorithm with principal component analysis. Advanced Materials Research, v 461, p 753-756, 2012, Advanced Building Materials and Structural Engineering
[25] Zhou X, Sun H, Wang DP, Zhang Y, Zhou Y* (周柚, 通讯作者).Analysis of gene expression data based on density and biological knowledge. International Conference on Frontier of Computer Science and Technology, 2010. p. 448-453. (EI检索)
[26]Ren YJ, Wang DP, Wang Y, Zhou JB, Zhang HY, Zhou Y* (周柚, 通讯作者), Liang YC. Prediction of Disease-Resistant Gene in Rice Based on SVM-RFE. International Conference on Biomedical Engineering and Informatics, 2010, p.2343-2346. (EI检索)
[27]Zhou Y(周柚), Xing C, Shen W, Wu JN and Zhou X. A Fast Algorithm for Outlier Detection in Microarray. International Conference on Computer Science Enviroment and Ecoinformaics. p.79-82, 2011. (EI)
[28]Zhou Y(周柚), Wei W, Yu C, Sun Y, Xing C, Shen W and  Shi XH. A Munkres Particle Swarm Optimization Algorithm for Point Pattern Matching. International Conference on Human Health and Biomedical Engineering. p.1164-1167, 2011. (EI)
[29]Zhong Y, Zheng M, Wu JN, Shen W, Zhou Y (周柚)*, Zhou CG. Search the Optimal Preference of Affinity Propagation Algorithm. 2012 The Fifth International Conference on Intelligent Computation Technology and Automation. p.586-592, 2012,. (EI)
[30]Wu JN, Zhou CG, Li ZX, Xia XF, Zhang S, Zhou Y(周柚)*. A Novel Algorithm for Generating Simulated Genetic Data Based on K-medoids. 2012 IEEE 2nd International Conference on Cloud Computing and Intelligence Systems, p.29-32, 2012. (EI)
[31]Shen W, Xie CJ, Liu GX, Xing C, Wang MQ and  Zhou Y(周柚)*. A novel biclustering with parallel genetic algorithm. International Conference on Human Health and Biomedical Engineering. p.900-904, 2011. (EI)
[32]Wu JN, Zhong Y, Liu GX, Tian Y, Wu MJ, Zhou Y(周柚). The design of differentially expressed gene recognition software based on meta-analysis. ICICEE. p.1392-1396. 2012. (EI)
[33]Zhou Y(周柚), Wei W, Xing C, Zhang CL, Xu H, Zhang LB. A Kabsch Genetic Algorithm for Point Pattern Matching in 3D. International Conference on signal Processing Systems. p.441-444, 2011.
[34]Xing C, Wang Y, Zhou Y(周柚), Liang YC. Prediction of tRNA based on LS-SVM algorithm with principal component analysis. 2012 International Conference on Building Materials and Structural Engineering. 461:753-756, 2012. (EI)
[35]Zhou Y(周柚), Shen W, Wu JN, Zhang CL, Xing C and Wang KP. A Noise Exclusion Algorithm in High Dimensional Data. 2011. International Conference on signal Processing Systems. 2011.pp.31-34.
[36]Zhou Y(周柚), Wei W, Xing C, Zhang CL, Xu H, Zhang LB. A Kabsch Genetic Algorithm for Point Pattern Matching in 3D. International Conference on signal Processing Systems. 2011.pp.441-444.
[37]Gruber A, Bernhart B, Zhou Y(周柚), Hofacker I. RNALfoldz: efficient prediction of thermodynamically stable, local secondary structures. German Conference on Bioinformatics, 2010.p.12-21.
获奖情况: 周柚,王岩,管仁初,杜伟,王鏐璞,周春光,徐昊,王康平,韩霄松,吴迪,白天,李儒辉,王晗,生物数据挖掘中的关键技术及应用研究,中国商业联合会,全国商业科技进步,一等奖,2013 年。
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