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王鲁

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作者:杨天亦

    

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发布时间:2017-11-28

    

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王鲁,男,中共党员,管理学博士,毕业于哈尔滨工业大学管理科学与工程专业。现任浙江财经大学信息管理与人工智能学院讲师,硕士生导师。主要研究方向是预测理论与方法、信用风险预测、金融数据分析、人工神经网络、模式识别理论及应用等,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,在Information Sciences、Applied Soft Computing、Knowledge-Based Systems等期刊上发表论文10余篇。

主要代表作:

[1]Wang Lu*, Wu Chong. Dynamic imbalanced business credit evaluation based on Learn++ with sliding time window and weight sampling and FCM with multiple kernels[J]. Informationsciences, 2020, 520:305-323. (SCI/SSCI)

[2]Wang Lu*, Chen Yuangao, Jiang Hui,Yao Jianrong. Imbalanced credit risk evaluation based on multiple sampling, multiple kernel fuzzy self-organizing map and local accuracy ensemble[J]. Applied Soft Computing, 2020, 91: 106262. (SCI/SSCI)

[3] Wang Lu, Wu Chong*. Business failure prediction based on two-stage selective ensemble with manifold learning algorithm and kernel-based fuzzy self-organizing map[J]. Knowledge-Based Systems, 2017, 121: 99-110. (SCI/SSCI)

[4] Wang Lu*, Wu Chong. A Combination of Models for Financial Crisis Prediction: Integrating Probabilistic Neural Network with Back-Propagation based on Adaptive Boosting[J]. International Journal of Computational Intelligence Systems, 2017, 10(1): 507-520. (SCI/EI)

[5] Wu Chong, Wang Lu*, Shi Zhe. Financial Distress Prediction Based on Support Vector Machine with a Modified Kernel Function[J]. Journal of Intelligent Systems, 2016, 25(3): 417-429. (EI)

[6]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[J].运筹与管理,2017,26: 119-125. (国家自然科学基金委员会管理学部认定A类重要期刊/CSCD)

主持项目:

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

学术服务:

担任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。

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