姓名：王鲁 职称：讲师

性别：男 学历：研究生 学位：博士

联系方式：wanglu_hit@126.com 专业：电子商务系

个人简介：

王鲁，男，管理学博士，讲师，硕士生导师，电子商务系主任。主要研究方向是金融科技、商务智能、预测理论与方法、数据挖掘、人工神经网络等，已主持国家自然科学基金1项，参与国家级、省部级课题多项，发表论文20余篇，其中以第一/通讯作者在Information Sciences、Knowledge-Based Systems、Applied Soft Computing、Expert Systems With Applications等被SCI/SSCI/CSCD和国家自然科学基金委管理学部认定A类期刊上发表论文10多篇。

主讲课程：

本科生：《金融数据分析》、《大数据时代》、《学科前沿与研究方法》等

研究生：《学科前沿与研究方法》

主要代表作包括(但不限于)：

[1]Wang Lu, Zhang. W.*.A qualitatively analyzable two-stage ensemble model based on machine learning for credit risk early warning: Evidence from Chinese manufacturing companies. Information Processing &Management, 2023, 60: 1-23. (SCI/SSCI，JCR-1区，中科院TOP，FMS-B，CCF-B)

[2]Wang Lu*. Imbalanced credit risk prediction based on SMOTE and multi-kernel FCM improved by particle swarm optimization. Applied Soft Computing, 2022, 114: 1-14. (SCI/SSCI，JCR-1区，中科院TOP，ABDC-C类)

[3]Wang Lu*, Wu. C.. Dynamic imbalanced business credit evaluation based on Learn++ with sliding time window and weight sampling and FCM with multiple kernels. Information Sciences, 2020, 520:305-323. (SCI/SSCI，JCR-1区，中科院TOP，FMS-B，CCF-B)

[4]Wang Lu*, Chen Y., Jiang H.,Yao J.. Imbalanced credit risk evaluation based on multiple sampling, multiple kernel fuzzy self-organizing map and local accuracy ensemble. Applied Soft Computing, 2020, 91: 1-13. (SCI/SSCI，JCR-1区，中科院TOP，ABDC-C类)

[5]Wang Lu*,Rousek P., Haskova S..Laffer curve – a comparative study across the v4 (visegrad) countries.Entrepreneurship and Sustainability Issues, 2021, 9(2):433-445. (ESCI)

[6]Wang Lu, Wu. C. *. Business failure prediction based on two-stage selective ensemble with manifold learning algorithm and kernel-based fuzzy self-organizing map. Knowledge-Based Systems, 2017, 121: 99-110. (SCI/SSCI；JCR-1区，中科院TOP，FMS-C，CCF-C)

[7]Wang Lu*, Wu. C..A Combination of Models for Financial Crisis Prediction: Integrating Probabilistic Neural Network with Back-Propagation based on Adaptive Boosting. International Journal of Computational Intelligence Systems, 2017, 10(1): 507-520. (SCI；JCR-3区)

[8]王鲁，吴冲*.基于自组织映射和模糊隶属度的财务危机预警研究.运筹与管理, 2017, 26(12): 119-125.(国自然管理学部A刊/CSCD)

[9]Yao J., Wang Z.,Wang Lu*,Liu M.,Jiang H., Chen Y.. Novel hybrid ensemble credit scoring model with stacking-based noise detection and weight assignment. Expert Systems With Applications, 2022, 198: 1-12. (SCI/SSCI；JCR一区，中科院TOP，FMS-C，CCF-C)

[10]Yao J., Wang Z.,Wang Lu*, Zhang Z., Jiang H., Yan S.. A hybrid model with novel feature selection method and enhanced voting method for credit scoring. Journal of Intelligent & Fuzzy Systems, 2022, 42(3):2565-2579. (SCI，JCR-3区)

[11]Zhang W., Xu R., Wang Lu*. Investigating the Complex Relationship between Financial Performance and Company's Green Behavior: A Comparative Analysis. Discrete Dynamics in Nature and Society, 2021, 2021: 1-14. (SCI，JCR-3区)

主持的部分科研项目：

面向缺失值和非均衡类别面板数据的财务危机预测多层次集成模型研究，国家自然科学基金青年基金，2019-2021，主持

社会服务：

担任硕士学位论文评审专家，Journal of valuation and expertness杂志的编辑，2019International Conference—Eurasia: Sustainable Development, Security, Cooperation的评委，International Journal of Fuzzy Systems、Computational Economics、Quality & Quantity等国际期刊的审稿人。