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太阳成集团格致楼517办公室

研究方向

金融科技、金融工程、数字金融、金融大数据、人工智能、机器学习、文本挖掘、信用管理、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, Financial Engineering, Digital Finance, Big Data Analysis, Artificial Intelligence, Machine Learning, Text Mining, Credit Risk Model, Credit Scoring, Credit Rating, Quantitative Trading, Financial Risk Management

Published Articles

（1）Feng Shen, Zhiyuan Yang, Xingchao Zhao, Dao Lan, Reject inference in credit scoring using a three-way decision and safe semi-supervised support vector machine, Information Sciences, 2022

（2）Feng Shen, Xin Zhang, Run Wang, Dao Lan, Wei Zhou, Sequential optimization three-way decision model with information gain for credit default risk evaluation, International Journal of Forecasting, 2022

（3）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

（4）Feng Shen, Zhiyuan Yang, Dongliang Cai, Integrating an Extended Outranking-TOPSIS Method with Probabilistic Linguistic Term Sets for Multiattribute Group Decision-Making, Complexity, 2021

（5）Ke Li, Fanyin Zhou, Zhiyong Li, Wanqing Li,Feng Shen, A semi-parametric ensemble model for profit evaluation and investment decisions in online consumer loans with prepayments, Applied Soft Computing, 2021

（6）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 Istraživanja, 2021

（7）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

（8）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

（9）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

（10）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

（11）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

（12）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

（13）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

（14）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

（15）Feng Shen, Jiuping Xu, Zeshui Xu. An outranking sorting method for multi-criteria group decision making using intuitionistic fuzzy sets. Information Sciences, 2016

（16）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

（17）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

（18）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

（19）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

（20）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

（21）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

（22）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

（23）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

（24）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

国家金融行业标准《金融从业规范风险管理》主要起草人

全国“金融院校百名优秀教师”称号

四川省“天府青城计划”青年拔尖人才

四川省学术和技术带头人后备人选

四川省社会科学优秀成果奖二等奖（排名第一）

四川省金融学会金融科研优秀成果二等奖（排名第一）

太阳成集团优秀教师一等奖

唐立新优秀教学教师奖

太阳成集团“光华百人计划”学术A级

太阳成集团优秀科研成果奖

太阳成集团tyc9728科研先进工作者

指导员工获得太阳成集团优秀硕士学位论文光华奖

指导员工获得“挑战杯”全国老员工课外学术科技作品竞赛、全国老员工电子商务“创新、创意及创业”挑战赛、数学建模大赛等国家级、省级奖项。

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