何洁月
发布人:王霞  发布时间:2019-01-05   浏览次数:1651

联系信息






邮件:何洁月Mail:Jieyue He

东南大学计算机科学与工程学院系
College of Computer Science and Engineering, Southeast University

南京市江宁区东南大学路2号
Dongnandaxue Road 2#

中国南京 211189
Nanjing 211189, China
邮箱:jieyuehe@seu.edu.cnEmail:jieyuehe@seu.edu.cn

简介

        本科、硕士毕业于南京大学计算机科学与技术专业,博士毕业于东南大学计算机科学与工程学院计算机应用技术专业,曾先后在香港大学电子商务研究所、美国佐治亚州立大学访问进修、工作。现任东南大学计算机科学与工程学院教授,中国计算机学会大数据专家委员会委员,江苏省大数据专家委员会副主任,江苏省生物信息学会委员。主要研究兴趣包括数据密集型计算、数据挖掘和机器学习、生物信息学等。本人长期从事数据分析与挖掘工作,近年来在面向大数据的网络表示学习与挖掘,大数据下的深度学习及推荐,大数据下的数据仓库建模及复杂查询分析等方面进行了较深入的研究,积累了大量经验和成果,并发表相关多篇论文。

期刊论文 (部分)



[1]Y. Liu, S. Wang,MS Khan,J. He: A novel deep hybrid recommender system based on auto-encoder with neural collaborative filtering. Big Data Mining & Analytics, 2018 , 1 (3) :211-221.
[2]何洁月,马贝:利用社交关系的实值条件受限玻尔兹曼机协同过滤推荐算法.计算机学报,2016(1).
[3]何洁月,沈斌:基于路径信息比较的图同构新算法,Novel graph isomorphism algorithm based on path information comparison.东南大学学报,2015年02期,pages:236-240. Accession number :20151700789947
[4]Bin Shen, Muwei Zhao, Wei Zhong, and Jieyue He: An Improved Method for Completely Uncertain Biological Network Alignment, BioMed Research International, vol. 2015, Article ID 253854, 11 pages, 2015. WOS:000354292100001. Impact factor:1.579
[5]Jieyue He, Chunyan Wang, Kunpu Qiu1 and Wei Zhong: An novel frequent probability pattern mining algorithm based on circuit simulation method in uncertain biological networks. BMC Systems Biology 2014, 8(Suppl 3):S6 , WOS:000345689000005.impact factor:2.853
[6]Muwei Zhao,Wei Zhong,Jieyue He* :PBNA: An Improved Probabilistic Biological Network Alignment Method. Tsinghua Science and Technology, 6,2014. Accession number: 20152300911275
[7]Jieyue He,Chaojun Li, Baoliu Ye, Wei Zhong:Efficient and accurate greedy search methods for mining functional modules in protein interaction networks. BMC Bioinformatics 2012, 13(Suppl 10):S19.
[8]何洁月,赵德京:一种高效的生物网络概率模体发现算法[J],东南大学学报:自然科学版,2012,42(1)
[9]Bernard Chen, Jieyue He, Stephen Pellicer, Yi Pan: Using Hybrid Hierarchical K-means (HHK) clustering algorithm for protein sequence motif Super-Rule-Tree (SRT) structure construction. International Journal of Data Mining and Bioinformatics IJDMB 4(3): 316-330 (2010)
[10]Jieyue He, Fang Zhou, Wei Zhong, Yi Pan: Gene subsets extraction based on Mutual-Information-based Minimum Spanning Trees model. I. J. Computational Biology and Drug Design 2(2): 187-203 (2009)
[11]周肪,何洁月:“生物信息学中基因芯片的特征选择技术综述”,计算机科学,2007年 第34卷 第12期.
[12]Jieyue He, Hae-Jin Hu, Robert Harrison, Phang C. Tai, and Yi Pan, ``Rule Generation for Protein Secondary Structure Prediction with Support Vector Machines and Decision Tree,'' IEEE Transactions on NanoBioscience, March 2006,Vol.5, No.1:pp.46-53.
[13]Jieyue He, Hae-Jin Hu, Robert Harrison, Phang C. Tai, and Yi Pan, Transmembrane Segments Prediction and Understanding using Support Vector Machine and Decision Tree, Special Issue of Expert Systems with Applications: An International Journal on Intelligent Bioinformatics Systems, January 2006,Vol. 30, No. 1:pp. 64-72.

会议论文 (部分)



[1]Wenmao Wu, Zhizhou Yu, and Jieyue He: A Semi-Supervised Deep Network Embedding Approach Based on the Neighborhood Structure,(CCF BigData 2018),2018.10.11-13.西安(获得最佳学生论文奖)
[2]何洁月,王帅,罗浩:基于度量空间的并行top-k dominating查询,CCF-Bigdata2016,10月,兰州
[3]王春艳,郑承俊,何洁月:基于序号的非树形子图并行搜索,(CCF BigData 2015),2015.10.20-21.合肥
[4]Shengqiang Yao, Jieyue He: An efficient OLAP query algorithm based on dimension hierarchical encoding storage and shark. Lecture Notes in Computer Science, v 8795, p 180-187, 2014. Accession number : 20150400456326
[5]Chunyan Wang, Kunpu Qiu, Wei Zhong, Jieyue He: Discovering frequent probability pattern in uncertain biological networks by circuit simulation method. Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013, p 619, 2013. Accession number: 20141017414336
[6]Huan Xu , Hao Luo,Jieyue He : What-if query processing policy for big data in OLAP system. Proceedings - 2013 International Conference on Advanced Cloud and Big Data, CBD 2013, p 110-116, 2013. Accession number: 20142817910329
[7]Chaojun Li, Jieyue He, Baoliu Ye, Wei Zhong: A Novel Core-Attachment Based Greedy Search Method for Mining Functional Modules in Protein Interaction Networks. ISBRA 2011: 332-343.
[8]Jiaji Zhou, Desheng Kong, Jieyue He: Degree-Based Sampling Method with Partition-Based Subgraph Finder for Larger Motif Detection. Applied Mechanics and Materials, volumes135-136, 509(2011)
[9]Jieyue He, Pingping Chen, Dejing Zhao,wei zhong: Enhancing Prediction understandability For Transmembane Segments By BoostingFOIL, 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems,shanghai,2009
[10]Fang Zhou, Jieyue He, Wei Zhong: Mutual Information based Minimum Spanning Trees Model for Selecting Discriminative Genes. BIBE 2007: 1051-1055
[11]Jieyue He#, Wei Zhong, Robert Harrison, Phang C. Tai and Yi Pan. Clustering Support Vector Machines and Its Application to Local Protein Tertiary Structure Prediction, International conference on computational science(2) (Lecture Notes in Computer Science),2006,vol3992:pp.710-717

教学工作






讲授课程:程序设计基础及语言I,II曾开设课程:数据结构

数据仓库与数据挖掘
高级数据结构

数据科学导论
数据库原理

主持与参与的部分科研项目





[1]面向复杂生物网络的多特征大模体识别方法研究江苏省自然科学基金项目
[2]面向蛋白质结构预测的智能可理解性技术的研究江苏省自然科学基金项目
[3]语义Web的关键技术研究国家自然科学基金项目
[4]基于表达数据的基因转录调控信息分析江苏省自然科学基金项目
[5]基于移动数据库系统的企业移动管理技术研究与开发国家863项目
[6]基因调控信息集成数据库系统的研究与开发国家863项目
[7]语义网格资源描述模型、形式化理论和支撑技术国家973项目
[8]基于语义网格的信息集成平台技术研究江苏省十五高科技项目

学术活动及任职


中国计算机学会大数据专家委员会委员
江苏省生物信息学专业委员会委员
江苏省大数据专家委员会副主任
International Journal of Bioinformatics Research and Applications(IJBRA)国际刊物的编委