浙江财经大学主页平台管理系统 Wang Lu--Home--Home

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Scientific Research
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王鲁，管理学博士，副教授，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、大数据分析、预测理论与方法、人工智能模型等，已主持国家自然科学基金1项，教育部省部级课题1项，申请发明专利1项，作为核心成员参与国家级、省部级及横向课题近10项，在国内外重要核心期刊上发表论文20余篇，其中以第一/通讯作者在Information Processing &Management、Information Sciences、Knowledge-Based Systems、Applied Soft Computing、Expert Systems With Applications、运筹于管理等被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。指导学生发表在Expert Systems With Applications、Decision Support Systems等国际主流期刊论文多篇，指导本科生在挑战杯、电子商务等各类学科竞赛获奖多项。

Work Experience

[1] 2017年11月~Now，浙江财经大学

Social Affiliations

[1] 2022年1月~Now，全国研究生教育评估监测专家库专家

[2] 2021年6月~Now，广东省基础与应用基础研究基金-项目评审专家

[3] 2021年6月~Now，广东省科技厅-高层次人才评审专家

Research Project

[1]面向电商平台企业信用风险的预测方法与可解释性分析研究，进行，2024年度教育部人文社科一般项目青年基金项目，Wang Lu,Chen Yuangao,Zhu Liyuan,Ma JIngLing,顾建阳,俞则成,郑家皓,史成龙

[2]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，完成，2018年度国家自然科学基金青年科学基金项目，Wang Lu,Chen Yuangao,姜辉,揭婉晨,张捷,虞佳,朱磊

PapersMORE

[1]Wang Lu,Chen Yuangao,姜辉,Yao Jianrong. Imbalanced credit risk evaluation based on multiple sampling, multiple kernel fuzzy self-organizing map and local accuracy ensemble，Applied Soft Computing，91: 1-13：2020-06-01

[2]Yao Jianrong,郭相良,Wang Lu,姜辉. An evolutionary game and system dynamics approach for the production and consumption of carbon-labeled products-based on a media monitoring perspective，Journal of Environmental Management，360：2024-06-01

[3]Wang Lu,郑家皓,Yao Jianrong,Chen Yuangao. A multi-stage integrated model based on deep neural network for credit risk assessment with unbalanced data，KYBERNETES，APR 2024：2024-04-01

[4]Wang, Zhongyi,Xiao, Jin,Wang Lu,Yao Jianrong. A novel federated learning approach with knowledge transfer for credit scoring，DECISION SUPPORT SYSTEMS，卷: 177：2024-02-01

[5]Wang Lu. Imbalanced credit risk prediction based on SMOTE and multi-kernel FCM improved by particle swarm optimization，Applied Soft Computing，114: 1-14：2022-01-15

[6]Wenyao Zhang,Ruzhi Xu,Wang Lu. Investigating the Complex Relationship between Financial Performance and Company’s Green Behavior: A Comparative Analysis，DISCRETE DYNAMICS IN NATURE AND SOCIETY，2021卷1-14页：2021-06-19

[7]Wang Lu,Pavel Rousek,Simona Hašková. Laffer curve-a comparative study across the V4 (visegrad) countries，Entrepreneurship and Sustainability Issues，9(2): 433-445：2021-12-31

[8]王鲁,吴冲. Business failure prediction based on two-stage selective ensemble with manifold learning algorithm and kernel-based fuzzy self-organizing map，Knowledge-Based Systems，卷: 121 页: 99-110：2017-04-01

[9]王鲁,吴冲. 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，卷: 10 期: 1 页: 507-520：2017-01-01

[10]Wang Lu. Financial distress prediction for listed enterprises using Fuzzy C-Means，Littera Scripta，12卷1期169-177页：2019-08-01

Patents

[1]Wang Lu , 郑家皓,Chen Yuangao,Yao Jianrong,面向不平衡数据集多阶段集成模型的信用风险评估方法,2022-07-06

Courses

[1]供应链金融

[2]量化金融分析

[3]金融数据分析