申峰




基本信息
申峰，教授，博士生导师
电子邮箱：shenfeng@swufe.edu.cn
地址：四川省成都市温江区西南财经大学格致楼517办公室
研究方向
金融科技、互联网金融、金融大数据、人工智能、机器学习、数据挖掘、信用风控、信用评分、信用评级、量化交易、金融风险管理等
Feng Shen
Professor, Ph.D Supervisor
Contact Information
Email: shenfeng@swufe.edu.cn
Office: Room 517, Gezhi Building
Education Background
June 2015, Sichuan University, Ph.D. in Management Science and Engineering
June 2009, PLA Information Engineering University, B.Eng in Electronic Information Science and Technology
Working Experiences
September 2015, School of Finance, Southwestern University of Finance and Economics
Research Interests
Fintech, Internet Finance, Big Data Analysis, Artificial Intelligence, Machine Learning, Data Mining, Credit Risk Model, Credit Scoring, Credit Rating, Quantitative Trading, Financial Risk Management
Published Articles
（1）Feng Shen, Xingchao Zhao, Gang Kou, Fawaz E. Alsaadid. A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique, Applied Soft Computing, 2021
（2）Feng Shen, Chen Liang, Zhiyuan Yang. Combined probabilistic linguistic term set and ELECTRE II method for solving a venture capital project evaluation problem, Economic Research-Ekonomska Istra?ivanja, 2021
（3）Feng Shen, Xingchao Zhao, Gang Kou. Three-stage reject inference learning framework for credit scoring using unsupervised transfer learning and three-way decision theory,Decision Support Systems, 2020
（4）Gang Kou, Yong Xu, Yi Peng,Feng Shen, Yang Chen, Kun Chang, Shaomin Kou. Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection, Decision Support Systems, 2020
（5）Feng Shen, Yongyong Liu, Run Wang, Wei Zhou. A dynamic financial distress forecast model with multiple forecast results under unbalanced data environment, Knowledge-Based Systems, 2020
（6）Feng Shen, Run Wang, Yu Shen. A cost-sensitive logistic regression credit scoring model based on multi-objective optimization approach, Technological and Economic Development of Economy, 2019
（7）Zhiyong Li, Xinyi Hu, Ke Li, Fanyin Zhou,Feng Shen. Inferring the outcomes of rejected loans: an application of semisupervised clustering, Journal of the Royal Statistical Society Series A, 2019
（8）Feng Shen, Xingchao Zhao, Zhiyong Li, Ke Li, Zhiyi Meng. A novel ensemble classification model based on neural networks and a classifier optimisation technique for imbalanced credit risk evaluation, Physica A: Statistical Mechanics and its Applications, 2019
（9）Feng Shen, Yunwen Ma, Run Wang, Ningning Pan, Zhiyi Meng. Does environmental performance affect financial performance? Evidence from Chinese listed companies in heavily polluting industries, Quality & Quantity, 2019
（10）Feng Shen, Xinsong Ma, Zhiyong Li, Zeshui Xu, Dongliang Cai, An extended intuitionistic fuzzy TOPSIS method based on a new distance measure with an application to credit risk evaluation, Information Sciences, 2018
（11）Feng Shen, Jiuping Xu, Zeshui Xu. An outranking sorting method for multi-criteria group decision making using intuitionistic fuzzy sets. Information Sciences, 2016
（12）Jiuping Xu, Ziqi Wang,Feng Shen, Ouyang Chi, Yan Tu. Natural Disasters and Social Conflict: A Systematic Literature Review. International Journal of Disaster Risk Reduction, 2016
（13）Feng Shen, Jiuping Xu, Zeshui Xu. An automatic ranking approach for multi-criteria group decision making under intuitionistic fuzzy environment. Fuzzy Optimization and Decision Making, 2015
（14）Jiuping Xu,Feng Shen. A new outranking choice method for group decision making under Atanassov’s interval-valued intuitionistic fuzzy environment. Knowledge-Based Systems, 2014
（15）Feng Shen, Yongyong Liu, Dao Lan, Zhiyong Li. A Dynamic Financial Distress Forecast Model with Time-WeightingBased on Random Forest, Proceedings of the Twelfth International Conference on Management Science and Engineering Management, 2018
（16）Feng Shen, Xingchao Zhao, Dao Lan, Zhiyong Li. A Hybrid Model of AdaBoost and Back-Propagation Neural Network for Credit Scoring, Proceedings of the Eleventh International Conference on Management Science and Engineering Management, 2017
（17）Feng Shen, Dao Lan, Zhiyong Li. An Intuitionistic Fuzzy ELECTRE-III Method for Credit Risk Assessment, Proceedings of the Tenth International Conference on Management Science and Engineering Management, 2016
（18）Jianzhong Chen,Feng Shen, Mingshan Xu. The data acquisition and transmission system design and realization of mine’s dynamic weighbridge. Applied Mechanics and Materials, 2013
（19）Jianzhong Chen,Feng Shen. Method for group decision making with multi-attribute based on Electre III of stochastic dominance relation. Business Computing and Global Informatization (BCGIN), Second International Conference on. IEEE, 2012
（20）Feng Shen, Jianzhong Chen. A multi-attribute group decision making method based improved ELECTRE-III, Proceedings of the Fifth International Conference on Management Science and Engineering Management, 2011
荣誉奖励
中国金融教育发展基金会“金融院校百名优秀教师”
四川省学术和技术带头人后备人选
西南财经大学优秀教师一等奖
唐立新优秀教学教师奖
西南财经大学“光华****”学术A级
西南财经大学优秀科研成果奖
西南财经大学金融学院科研先进工作者
指导学生获得西南财经大学优秀硕士学位论文光华奖
欢迎对我的研究方向感兴趣，有志于科研的本科生、研究生参与我的助研工作。个人简历请发送到：shenfeng@swufe.edu.cn