何洁月 博士

Jieyue He, Ph.D. 

 教 授        

 Professor                                     

东南大学计算机科学与工程学院

College of Computer Science and Engineering, Southeast University, China

 

    联系信息                                                                                     Correspondence

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

 

四排楼2

 

Southeast University

 

中国南京 210096

 

2 Sipailou, Nanjing 210096, China

邮箱:

jieyuehe@seu.edu.cn

Email:

jieyuehe@seu.edu.cn

 

    主要研究兴趣                                  Research Interest

      智能计算

Intelligent Computing

      生物信息学

Bioinformatics

      商务智能

Business Intelligence

      数据挖掘技术

Data Mining

      机器学习  

Machine Learning

 

 

    教学工作                                         

    讲授课程:

程序设计基础及语言III

曾开设课程:

数据结构

 

 

 

高级数据结构

 

 

 

数据库原理

 

    学术活动及任职                                         

 江苏省生物信息学专业委员会委员

 

  International Journal of Bioinformatics Research and Applications(IJBRA)国际刊物的编委

 

 HPDMA2007Program Co-Chair,国际会议(ISBRA2006ISBRA2011)、BIBM0710IWBRA2006IEEE-grc2006--IEEE-grc2011ICTAI06ISPA2005等作为Program Committee Member

 

 

 

    近年代表性研究论文                                         

1.   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).

2.  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)

3.  Jieyue He, R. Harrison, Phang C. Tai, Yi Pan, "Tri-Cluster-Tri-Scheme-Training: Exploiting Unlabeled Data for Transmembrane Segments Prediction," BIBE, pp.168-175, 2009 Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

4.  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.

5.  Zhenggang Chang, Jieyue He, Wei Zhongy, and Yi Pan: A Novel Graph-based Selection Wrapper for Learning Enhancement in a Semi-supervised Manner, IEEE BIBM 2009, 1 - 4 NOVEMBER 2009, WASHINGTON D.C.proceeding pp. 62-67

6.  Wei Zhong, Rick Chow, Jieyue He, Richard Stolz, Marsha Dowell: Multi-Level Support Vector Machines for Classifying Large Chronic Disease Datasets. BIOCOMP 2009: 370-375

7.  Jieyue He, Hae-Jin Hu, Bernard Chen, Phang C. Tai, Robert W. Harrison, Yi Pan: Rule Extraction from SVM for Protein Structure Prediction. Rule Extraction from Support Vector Machines 2008: 227-252.

8.  Wei Zhong, Rick Chow, Richard Stolz, Jieyue He, Marsha Dowell: Hierarchical Clustering Support Vector Machines for Classifying Type-2 Diabetes Patients. ISBRA 2008: 379-389.

9.  Bernard Chen, Jieyue He, Stephen Pellicer, Yi Pan: Protein Sequence Motif Super-Rule-Tree (SRT) Structure Constructed by Hybrid Hierarchical K-Means Clustering Algorithm. BIBM 2008: 98-103.

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, 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.

12. 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.

13. 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

14. Jieyue He, Bernard Chen, Hae-Jin Hu, Robert Harrison, Phang C. Tai, Yisheng Dong,and Yi Pan,” Understanding Protein Structure Prediction Using SVM_DT,” G.Chen et al.(Eds.):ISPA Workshops 2005, Lecture Notes in Computer Science (LNCS ), Vol 3759, pp.203-212, 2005.

15. Jieyue He, Hae-Jin Hu, Robert Harrison, Phang C. Tai, Yisheng Dong,and Yi Pan,”Rule Clustering and Super_rule Generation for Transmembrane Segments Prediction,” Proceedings of IEEE Computational Systems Bioinformatics Conference (CSB 2005), August 8-11,2005,Califormia, USA, Poster, pp. 224-227.

16. Jieyue He, Hongqiang Rong,Zongwei Luo,Joshua Zhexue Huang,Frank Tong.” Uni-grid P&T: A toolkit for building customizable grid portals” , Lecture Notes in Computer Science, , Springer-Verlag, 2003,Vol 2853, pp198-212.

17. Wei Zhong, Jieyue He, Robert Harrison, Phang C. Tai, and Yi Pan. “Clustering Support Vector Machines for Local Protein Structure Prediction,” Expert Systems with Applications: An International Journal, vol. 32(2), pp. 518-526, February 2007.

18. Hae-Jin Hu, Jeanetta Holley, Jieyue He, Robert W. Harrison, Hsiuchin Yang, Phang C. Tai and Yi Pan, "To Be or Not to Be: Predicting Soluble SecAs as Membrane Proteins," IEEE Transactions on NanoBioscience, Vol. 6, No. 2, June 2007, pp. 168-179.

19. Hae-Jin Hu, Phang C. Tai, Jieyue He, Robert Harrison, and Yi Pan, Transmembrane Segments Prediction based on Support Vector Machine with Position Specific Scoring Matrix,'' The Ninth Annual International Conference on Research in Computational Molecular Biology (RECOMB 2005), Cambridge, MA, May 14-18, 2005, poster.pp.135-136.

20. Hae-Jin Hu, Phang C. Tai, Jieyue He, Robert Harrison and Yi Pan “Protein Secondary Structure Prediction Using Support Vector Machine with a PSSM Profile and an Advanced Tertiary Classifier” Proceedings of IEEE Computational Systems Bioinformatics Conference (CSB 2005), August 8-11,2005,Califormia, USA, Poster, pp. 213-214.

21. Vijaya Smitha Kolli, Hui Liu, Jieyue He, Michelle Hong Pan, and Yi Pan”Calculating Genomic Distances in Parallel Using OpenMP” C.Priami,A.Zelikovsky(Eds.): Transactions on Computational Systems Biology 2, pp. 113-123, 2005.

22. 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 34 12.

23. 李选如,何洁月: “Study on A New Automated Ontology Mapping Algorithm”, Journal of Southeast University, Vol22,3,pp:348-352.