导师姓名：陈湘涛
性别：
人气指数：53

所属院校：湖南大学
所属院系：信息科学与工程学院
职称：副教授
导师类型：
招生专业：
研究领域： 1.大数据技术2.数据挖掘与机器学习3.社交网络4.模式分类
研究领域： 1.大数据技术2.数据挖掘与机器学习3.社交网络4.模式分类 [收起]




个人简述 :
博士，副教授，中国计算机协会会员。目前研究兴趣为大数据技术，数据挖掘与机器学习，社交网络，模式分类，迁移学习，数据库与数据仓库等。主持湖南省自然科学基金1项；参与国家自然科学基金3项，国家科技支撑计划项目1项，博士点基金1项，省部级项目3项；主持企业横向课题4项。近年来，在国内外发表学术论文30余篇，其中EI检索14篇，SCI检索2篇，参编专著1部。

科研工作 :
近年发表的论文——[1] Chen Xiangtao, Guan Zipin. Mining strong jumping emerging patterns with a novel list data structure[C]//Second International Workshop on Pattern Recognition. International Society for Optics and Photonics, 2017: 104431M-104431M-8.[2] Ding, Pingjian Chen, Xiangtao Guan, Zipin. Meta-Path Based Inductive Classification in Heterogeneous Information Networks[J]. Journal of Computational and Theoretical Nanoscience, 2016, 13(10): 6747-6753.[3] Xiangtao Chen, Zhouzhou Liu. Finding Contrast Patterns in Imbalanced Classification based on Sliding Window. 4th International Conference on Mechanical Materials and Manufacturing Engineering(MMME 2016). Atlantis Press, 2016:161-166[4] Pingjian Ding, Jiawei Luo, Qiu Xiao, Xiangtao Chen. A path-based measurement for human miRNA functional similarities using miRNA-disease associations[J]. Scientific Reports, 2016, 6.(SCI二区)[5] Wei Liu, Wen Zhu, Bo Liao, Xiangtao Chen. Gene Regulatory Network Inferences Using a Maximum-Relevance and Maximum-Significance Strategy[J]. PloS one, 2016, 11(11): e**.(SCI二区)[6] Saliu Adam Muhammad, Xiangtao Chen, Liao Bo. Predictor Variables' Influence on Classification Outcome in Insurance Fraud Detection.International Journal of Hybrid Information Technology.2015,8(5):41-50. (EI)[7] 陈湘涛,王晶,丁平尖. 面向多数据集的共享显露序列模式挖掘.中南大学学报(自然科学版). 2015,46(11):4091－4099. (EI)[8] Damien Hanyurwimfura, Liao Bo, Chen Xiangtao, etc. Topics and Search Based Classification of Scientific Publications. Journal of Computational and Theoretical Nanoscience. 2015, 12(12), 5210-5222.(EI)[9] Chen Min, Li Zejun, Zhang Yuan, Chen Xiangtao, Li Ang. A Multiple Platform Based Method For Data Integration[J]. Journal of Computational and Theoretical Nanoscience, 2015, 12(11): 4890-4894.(EI)[10] 陈湘涛,丁平尖,王晶.异构信息网中基于元路径的动态相似性搜索.计算机应用. 2014,34(9):2604－2607[11] Xiangtao Chen,Jing Wang,Pingjian Ding. Sequence Dataset Similarity Measure by Aggregated Shared Emerging Sequences. 3rd International Conference on Computer Science and Service System (CSSS2014). Atlantis Press, 2014: 211-214[12] 陈湘涛,张超,韩茜.基于Hadoop的并行共享决策树挖掘算法研究.计算机科学,2013,40(11): 215-221[13] Chen Xiangtao. Zhang Wei. Similarity Measure by Aggregating Shared Emerging Patterns. The Fifth International Conference on Computational and Information Sciences (ICCIS 2013). 2013.6: 802-805(EI)

教育背景 :
2000.09-2004.04，中南大学，冶金科学与工程学院，博士。1997.09-2000.06，中南大学，数学科学与计算技术学院，硕士。1992.09-1996.06，湖南师范大学，数学系，学士。