研究興趣
生物信息學智慧型計算
商務智慧型
數據挖掘技術
機器學習
教學工作
程式設計基礎及語言I，II曾開設課程:
數據結構
高級數據結構
資料庫原理
學術活動及任職
江蘇省生物信息學專業委員會委員International Journal of Bioinformatics Research and Applications(IJBRA)國際刊物的編委
HPDMA2007的Program Co-Chair，國際會議（ISBRA2006－ISBRA2011）、BIBM07－10，IWBRA2006、IEEE-grc2006－－IEEE-grc2011、ICTAI06和ISPA2005等作為Program Committee Member。
近年代表性研究論文
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，何潔月：“生物信息學中基因晶片的特徵選擇技術綜述”，計算機科學，2007年 第34卷 第12期.
23. 李選如,何潔月: “Study on A New Automated Ontology Mapping Algorithm”, Journal of Southeast University, Vol22,3,pp:348-352.
