朱兵 教授

    鲁汶大学信息管理与决策科学系博士后研究员,鲁汶大学数据科学研究组中国区研究讲席,四川大学商学院管理科学与系统科学系副教授,管理科学与工程专业博士,主要从事数据科学、商务数据分析和客户关系管理领域研究。先后在Journal of the Operational Research Society, Fuzzy Sets and Systems等发表论文20余篇,其中 SCI检索8篇,SSCI检索2篇。主持国家自然青年基金,教育部人文社科青年基金及博士点新教师基金各1项,荣获四川省科技进步二等奖2

论文列表:

2016

* Bing Zhu, Yongge Niu, Jin Xiao, Bart Baesens. A new transferred feature selection algorithm for customer identification. Neural Computing and Applications. (online first) DOI: 10.1007/s00521-016-2214-y
*  Geer Teng, Changzheng He, Jin Xiao, Yue He, Bing Zhu.  Xiaoyi Jiang. Cluster ensemble framework based on the group method of data handling. Applied Soft Computing. (online first)

2015

* Bing Zhu, Changzheng He, Xiaoyi Jiang. A consistency-based validation for data clustering. Intelligent Data Analysis, 19(3), pp. 471-484, 2015.
* Bing Zhu, Changzheng He, Xiaoyi Jiang. Customer choice prediction based on transfer learning, Journal of the Operational Research Society ,  66(6), pp.1044-1051, 2015.
* Bing Zhu, Changzheng He, Huiyuan Li.  基于迁移学习的客户信用评估模型研究 (Research on credit scoring model based on transfer learning ).  运筹与管理(Operations Research and Management Science), 24(2), pp. 201-207, 2015.
* Changzheng He, Bing Zhu, Mingzhu Zhang, Yuanyuan Zhuang ,Xiaoli He, Dongyue Du. Customers’ Risk Type Prediction Based on Analog Complexing. Procedia Computer Science,  55,  pp.939 – 943, 2015.

2014

* Bing Zhu, Changzheng He, Yongge Niu. Using group method of data handling to model customer choice behaviour,  Scientia Iranica, 21(3),  pp. 1051-1060 , 2014 .
* Jin Xiao, Bing Zhu, Geer Teng, Changzheng He, Dunhu Liu. One-step dynamic classifier ensemble model for customer value segmentation with missing values. Mathematical Problems in Engineering,2014(1), pp.1-15, 2014.
* Xuwei Liu,  Changzheng He, Bing Zhu.  基于序关系重构的恒定再平衡投资组合 (Rank-reconstruction based constant Rrebalanced portfolios). 中国管理科学 (Chinese Journal of Management Science), 22(3),pp. 13-19, 2014.
* Changzheng He, Li Kong , Bing Zhu, Jin Xiao,信用卡取现影响因素研究(Research on the Factors that influence cash withdrawal from credit card. 管理评论 (Management Review) , 2014, 10, pp. 30-45, 2014.* Bing Zhu, Jin Xiao, Changzheng He.  A balanced transfer learning model for customer churn prediction.  Proceedings of the International Conference on Management Science and Engineering management, pp. 97-104, 2014 .

2013  and Before

* Bing Zhu, Qingqing Deng, Xiaozhou He.  A new hybrid model of feature selection for imbalanced data,  Proceedings of the International Conference on Management Science and Engineering Management,  pp. 238-242, 2013.
* Mingzhu Zhang, Changzheng He, Xin Gu, Panos Liatsis, Bing Zhu. D-GMDH: A novel inductive modelling approach in the forecasting of the industrial economy. Economic Modelling, 30, pp. 514-520, 2013.
* Bing Zhu, Changzheng He, Panos Liatsis, Xiaoyu Li. A GMDH-based fuzzy modeling approach for constructing TS model. Fuzzy Sets and Systems, 189 (1) , pp.19-29, 2012.
* Bing Zhu, Changzheng He, Panos Liatsis. A robust missing value imputation method for noisy data. Applied Intelligence, 36(1), pp. 61-74, 2012.
* Tran Quang Duc, Liatsis Panos, Bing Zhu, Changzheng He. An approach for multimodal biometric fusion under the missing data scenario. Proceedings of the International Conference on Uncertainty Reasoning and Knowledge Engineering, URKE 2011, pp. 185-188, 2011.
* Tran Quang Duc, Panos Liatsis , Bing Zhu, Changzheng He. Using density based score fusion for multimodal identification systems under the missing data scenario. Proceeding of Developments in E-systems Engineering (DeSE), pp. 238-242, 2011.
* Changzheng He, Bing Zhu  . A new imputation method based on GMDH. Proceedings of IWIM2009, pp. 14-19, Krynica, Poland, 2009.
* Changzheng He, Bing Zhu . TS-based GMDH model and its application. International Conference on Inductive Modelling, ICIM2008, pp. 31-33, Kiev, Ukraine, 2008.

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Contact
zhubing1866@hotmail.com
Department of Decision Sciences and Information Management
Naamsestraat 69, 3000 Leuven
Belgium