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彭嘉续
会计信息化系
助理教授

一、基本信息

金沙威尼斯欢乐娱人城会计信息化系  讲师

电子邮箱:pengjiaxu@cufe.edu.cn

通讯地址:北京市海淀区学院南路39号主教学楼金沙威尼斯欢乐娱人城(邮编:100081


二、教育背景

20151-20209月,新加坡国立大学,信息系统与分析专业,博士

20129-20151月,北京航空航天大学,管理科学与工程专业,硕士

20089-20126月,石家庄铁道大学,数学与应用数学专业,学士


三、主要工作经历

202011-至今,金沙威尼斯欢乐娱人城,金沙威尼斯欢乐娱人城,讲师  


四、学术研究兴趣与领域

实证研究中的统计分析,机器学习及其在财务信息分析中的应用,社会网络研究  


五、科研成果

(一)工作论文

1.Handling Missing Values in Information Systems Research: A Review of Methods and Assumptions, available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3560070

2.Transfer Learning in Dynamic Business Environments: Trade-offs in Response to Changes

(二)期刊论文

1.Wang J., Peng, J. and Liu, O. (2015) A Classification Approach for Less Popular Webpages Based on Latent Semantic Analysis and Rough Set Model,Expert Systems with Applications, 42(1), pp. 642-648, DOI:10.1016/j.eswa.2014.08.013.

2.Wang, J., Peng, J. and Liu, O. (2014) Density-Based Rough Set Model for Hesitant Node Clustering in Overlapping Community Detection,Journal of Systems Engineering and Electronics, 25(6), pp. 1089-1097, DOI:10.1109/JSEE.2014.00125.

(三)学术会议

1.Peng J. and Hahn J.(2020) Transfer Learning in Dynamic Data Environments: Trade-offs in Response to Changes,2020International Conference on Information Systems (ICIS 2020), Conference via Zoom, December 13-16.

2.Peng J. (2019) Transfer Learning in Dynamic Business Environments: An Application in Earnings Forecast for Public Firms,2019International Conference on Information Systems (ICIS 2019), Munich, Germany, December 15-18, available at: https://aisel.aisnet.org/icis2019/data_science/data_science/6/.

3.Peng J. and Hahn J. (2019) Handling Nonignorable Missing Values in Information Systems Research: Toward Imputation with Machine Learning,2019 INFORMS Annual Meeting, Seattle, Washington, USA, October 20-23.

4.Peng J. and Huang K. (2017) A Semiparametric Missing Value Imputation Approach for Predictive Analytics,2017Workshop on Information Technologies and Systems (WITS 2017), Seoul, Korea, December 13-14.

5.Wang, J., Peng, J. and Liu, O. (2014), An Approach for Hesitant Node Classification in Overlapping Community Detection,2014Pacific Asia Conference on Information Systems (PACIS 2014), Chengdu, China, June 24-28, available at: https://aisel.aisnet.org/pacis2014/47/.


六、奖励及荣誉

新加坡国立大学研究生奖学金(2015-2019)、北京市优秀毕业生(2015)、国家奖学金(2014)、河北省优秀毕业生(2012)等