熊海涛 - Haitao Xiong_云顶娱乐手机登录

熊海涛 - Haitao Xiong

来源:云顶娱乐官网登录入口 作者: 云顶娱乐官网登录入口  |  发布日期:2017-03-17 17:06:00  |  阅读次数:

姓名:熊海涛

部门:云顶娱乐手机登录信息管理系

职称:副教授

联系方式:xionghaitao@btbu.edu.cn

研究方向:数据挖掘与商务智能、多模态情感分析

工作经历:

20117月-201310月:云顶娱乐手机登录,讲师

20144月-20166月:北京航空航天大学计算机学院,博士后

20179月-20189月:美国东北大学(Northeastern University),访问学者

201310月-目前:云顶娱乐手机登录,副教授

教育背景:

20009月-20047月:北京信息工程学院,信息管理与信息系统专业,学士

20069月-20117月:北京航空航天大学经济管理学院,管理科学与工程专业,博士

科研项目:

主持国家级、省部级纵向课题多项。主要科研项目如下:

1. 北京市属高校高水平教师队伍建设支持计划青年拔尖人才培育计划项目(主持)。编号:CIT&TCD20180403120181-202012月。

2. 基于异质数据融合的电信欺诈检测技术研究(主持)。北京市自然科学基金面上项目,编号:417201420171-201912月。

3. 面向大数据的一致性分类及应用研究(主持)。国家自然科学基金青年项目,编号:7120100420131-201512月。

4. 基于富信息的大数据推荐系统及应用研究(主持)。北京市教育委员会科技计划面上项目,编号:KM20131001100920131-201512月。

5. 基于移动群智感知的物联网大数据挖掘与应用(参与)。国家自然科学基金重点项目,编号:7153100120161-202012月。

6. 大数据背景下的信息安全风险评估与对策研究(参与)。北京市社会科学基金重点项目,编号:14JGA01320149-201612月。

科研成果:

近年累计发表学术论文20余篇。部分研究成果如下:

1. Haitao Xiong, Hongfu Liu, Bineng Zhong, Yun Fu. Structured and Sparse Annotations for Image Emotion Distribution Learning. AAAI 2019.

2. Hao Lin, Junjie Wu, Haitao Xiong*. Topic Detection from Short Text: A Term-based Consensus Clustering Method. ICSSSM 2016.

3. Haitao Xiong, Dan Wang. Dynamic Path Optimization Algorithm based on Spatial-temporal and Genetic Factor. ICSSSM 2016.

4. Haitao Xiong, Zhengbin Liu. A situation information integrated personalized travel package recommendation approach based on TD-LDA model. BESC 2015.

5. Bowen Wang, Haitao Xiong*, Chengrui Jiang. A Multicriteria Decision Making Approach Based on Fuzzy Theory and Credibility Mechanism for Logistics Center Location Selection. Scientific World Journal, 2014.

6. Haitao Xiong, Ming Li, Tongqiang Jiang, Shouxiang Zhao. Classification Algorithm based on NB for Class Overlapping Problem. Applied Mathematics & Information Sciences, 7(2L):409-415, 2013.

 

7. 熊海涛, 吴俊杰, 刘洪甫, 刘鲁. 分类中的类重迭问题及其处理方法研究. 管理科学学报, 16(4):8-21, 2013.

 

8. 熊海涛, 吴俊杰, 刘鲁. LSVDD: 基于局部支持向量数据描述的稀有类分析算法. 系统工程理论与实践, 32(8): 1784-1792, 2012.

 

9. 熊海涛, 刘鲁, 张际春. 装备保障中基于信任和预测的访问控制模型. 系统工程与电子技术, 33(2):315-319, 2011.

 

 

Haitao Xiong

Associate Professor

Information Management Department

School of Computer and Information Engineering

Beijing Technology and Business University

Email: xionghaitao@btbu.edu.cn

 

Research Interests

Data Mining and Business Intelligence

Multimodal Sentiment Analysis

 

Education

● Ph.D., Management Science and Engineering, Beihang University, Jul. 2011.

● B.E., Information Management and Information System, Beijing Information and Technology Institute, Jul. 2004.

 

Professional Experience

● Associate Professor, School of Computer and Information Engineering, Beijing Technology and Business University, Oct. 2013 - Present.

● Visiting Scholar, Northeastern University, Sep. 2017 - Sep. 2019.

● Postdoc., School of Computer, Beihang University, Apr. 2014 - Jun. 2016.

● Assistant Professor, School of Computer and Information Engineering, Beijing Technology and Business University, Jul. 2011 - Oct. 2013.

 

Publications

1. Haitao Xiong, Hongfu Liu, Bineng Zhong, Yun Fu. Structured and Sparse Annotations for Image Emotion Distribution Learning. AAAI 2019.

2. Hao Lin, Junjie Wu, Haitao Xiong*. Topic Detection from Short Text: A Term-based Consensus Clustering Method. ICSSSM 2016.

3. Haitao Xiong, Dan Wang. Dynamic Path Optimization Algorithm based on Spatial-temporal and Genetic Factor. ICSSSM 2016.

4. Haitao Xiong, Zhengbin Liu. A situation information integrated personalized travel package recommendation approach based on TD-LDA model. BESC 2015.

5. Bowen Wang, Haitao Xiong*, Chengrui Jiang. A Multicriteria Decision Making Approach Based on Fuzzy Theory and Credibility Mechanism for Logistics Center Location Selection. Scientific World Journal, 2014.

6. Haitao Xiong, Ming Li, Tongqiang Jiang, Shouxiang Zhao. Classification Algorithm based on NB for Class Overlapping Problem. Applied Mathematics & Information Sciences, 7(2L):409-415, 2013.

7. Haitao Xiong, Junjie Wu, Hongfu Liu, Lu Liu. Towards Classification with Class Overlapping. Journal of Management Sciences in China, 16(4):8-21, 2013. (in Chinese)

8. Haitao Xiong, Junjie Wu, Lu Liu, Ming Li. LSVDD: Rare Class Analysis Based on Local Support Vector Data Description. Systems Engineering - Theory & Practice, 32(8):1784-1792, 2012. (in Chinese)

9. Haitao Xiong, Lu Liu, Jichun Zhang, Huibing Shi. Trust and Forecast based Access Control Model for Equipment Support Systems. Systems Engineering and Electronics, 33(2):315-319, 2011. (in Chinese)

 

 

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Updated on November 14, 2013

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