Yi Peng

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 41

Top Topics

Emergency Management

Multiple Criteria

Decision Making

Pairwise Comparison

Top Venues

J. Oper. Res. Soc.

Eur. J. Oper. Res.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Hegui Zhang, Gang Kou, Yi Peng, Boyu Zhang
Role-aware random walk for network embedding. Inf. Sci. 652 (2024)
Tie Li, Gang Kou, Yi Peng
A new representation learning approach for credit data analysis. Inf. Sci. 627 (2023)
Huanhuan Zhang, Gang Kou, Yi Peng
Minimum Cost Consensus Models Measuring Moderator's Preference on Consensus Levels. IEEE Trans. Syst. Man Cybern. Syst. 53 (5) (2023)
Guangxu Li, Gang Kou, Yi Peng
Heterogeneous Large-Scale Group Decision Making Using Fuzzy Cluster Analysis and Its Application to Emergency Response Plan Selection. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data. IEEE Trans. Cybern. 52 (12) (2022)
Hegui Zhang, Xiaolong Chen, Yi Peng, Gang Kou, Ruijie Wang
The interaction of multiple information on multiplex social networks. Inf. Sci. 605 (2022)
Xiangrui Chao, Gang Kou, Yi Peng, Alberto Fernández
An efficiency curve for evaluating imbalanced classifiers considering intrinsic data characteristics: Experimental analysis. Inf. Sci. 608 (2022)
Guangxu Li, Gang Kou, Yanhong Li, Yi Peng
A group decision making approach for supplier selection with multi-period fuzzy information and opinion interaction among decision makers. J. Oper. Res. Soc. 73 (4) (2022)
Enrique Herrera-Viedma, Francisco Chiclana, Yucheng Dong, Yi Peng, Yejun Xu, Francisco Javier Cabrerizo
Special issue on Soft Computing based Intelligent Decision Making Systems for Dynamic Frameworks with Real-world Application. Appl. Soft Comput. 123 (2022)
Xiangrui Chao, Yucheng Dong, Gang Kou, Yi Peng
How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight. Ann. Oper. Res. 316 (1) (2022)
Haomin Wang, Gang Kou, Yi Peng
An Iterative Algorithm to Derive Priority From Large-Scale Sparse Pairwise Comparison Matrix. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Yanhong Li, Gang Kou, Guangxu Li, Yi Peng
Consensus reaching process in large-scale group decision making based on bounded confidence and social network. Eur. J. Oper. Res. 303 (2) (2022)
Changsheng Lin, Gang Kou, Yi Peng, Fawaz E. Alsaadi
Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM. Ann. Oper. Res. 316 (1) (2022)
Huanhuan Zhang, Gang Kou, Yi Peng
Large-scale peer-to-peer loan consensus based on minimum cost consensus. J. Oper. Res. Soc. 73 (10) (2022)
Gang Kou, Yi Peng, Xiangrui Chao, Enrique Herrera-Viedma, Fawaz E. Alsaadi
A geometrical method for consensus building in GDM with incomplete heterogeneous preference information. Appl. Soft Comput. 105 (2021)
Xiangrui Chao, Gang Kou, Yi Peng, Enrique Herrera-Viedma
Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion. Eur. J. Oper. Res. 288 (1) (2021)
Xiangrui Chao, Gang Kou, Yi Peng, Enrique Herrera-Viedma, Francisco Herrera
An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement. Inf. Sci. 575 (2021)
Jiulong Zhang, Gang Kou, Yi Peng, Yu Zhang
Estimating priorities from relative deviations in pairwise comparison matrices. Inf. Sci. 552 (2021)
Haomin Wang, Gang Kou, Yi Peng
Multi-class misclassification cost matrix for credit ratings in peer-to-peer lending. J. Oper. Res. Soc. 72 (4) (2021)
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
A fast diagonal distance metric learning approach for large-scale datasets. Inf. Sci. 571 (2021)
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. Decis. Support Syst. 140 (2021)
Haomin Wang, Yi Peng, Gang Kou
A two-stage ranking method to minimize ordinal violation for pairwise comparisons. Appl. Soft Comput. 106 (2021)
Yu Zhou, Gang Kou, Hui Xiao, Yi Peng, Fawaz E. Alsaadi
Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses. Reliab. Eng. Syst. Saf. 198 (2020)
Tie Li, Gang Kou, Yi Peng, Yong Shi
Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning. IEEE Trans. Syst. Man Cybern. Syst. 50 (4) (2020)
Gang Kou, Pei Yang, Yi Peng, Feng Xiao, Yang Chen, Fawaz E. Alsaadi
Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods. Appl. Soft Comput. 86 (2020)
Jia Chen, Gang Kou, Yi Peng, Xiangrui Chao, Feng Xiao, Fawaz E. Alsaadi
Effect of marketing messages and consumer engagement on economic performance: evidence from Weibo. Internet Res. 30 (5) (2020)
Tie Li, Gang Kou, Yi Peng
Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods. Inf. Syst. 91 (2020)
Changshi Liu, Gang Kou, Xiancheng Zhou, Yi Peng, Huyi Sheng, Fawaz E. Alsaadi
Time-dependent vehicle routing problem with time windows of city logistics with a congestion avoidance approach. Knowl. Based Syst. 188 (2020)
Yongming Song, Yi Peng
A MCDM-Based Evaluation Approach for Imbalanced Classification Methods in Financial Risk Prediction. IEEE Access 7 (2019)
Yong Xu, Gang Kou, Yi Peng, Fawaz E. Alsaadi
Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data. ICDS (2019)
Huanhuan Zhang, Gang Kou, Yi Peng
Soft consensus cost models for group decision making and economic interpretations. Eur. J. Oper. Res. 277 (3) (2019)
Wenshuai Wu, Gang Kou, Yi Peng
A consensus facilitation model based on experts' weights for investment strategy selection. J. Oper. Res. Soc. 69 (9) (2018)
Guangxu Li, Gang Kou, Yi Peng
A Group Decision Making Model for Integrating Heterogeneous Information. IEEE Trans. Syst. Man Cybern. Syst. 48 (6) (2018)
Juan Antonio Morente-Molinera, Gang Kou, Yi Peng, C. Torres-Albero, Enrique Herrera-Viedma
Analysing discussions in social networks using group decision making methods and sentiment analysis. Inf. Sci. 447 (2018)
Xiangrui Chao, Yi Peng
A cost-sensitive multi-criteria quadratic programming model for imbalanced data. J. Oper. Res. Soc. 69 (4) (2018)
Yiyi Zhao, Gang Kou, Yi Peng, Yang Chen
Understanding influence power of opinion leaders in e-commerce networks: An opinion dynamics theory perspective. Inf. Sci. 426 (2018)
Xiangrui Chao, Gang Kou, Tie Li, Yi Peng
Jie Ke versus AlphaGo: A ranking approach using decision making method for large-scale data with incomplete information. Eur. J. Oper. Res. 265 (1) (2018)
Xiangrui Chao, Yi Peng, Gang Kou
A Similarity Measure-based Optimization Model for Group Decision Making with Multiplicative and Fuzzy Preference Relations. Int. J. Comput. Commun. Control 12 (1) (2017)
Yan Huang, Gang Kou, Yi Peng
Nonlinear manifold learning for early warnings in financial markets. Eur. J. Oper. Res. 258 (2) (2017)
Gang Kou, Changsheng Lin, Yi Peng, Guangxu Li, Yang Chen
Minimum Mean Square Error Estimators for the Exponential SSALT Model. Informatica 27 (4) (2016)
Wenshuai Wu, Yi Peng
Extension of grey relational analysis for facilitating group consensus to oil spill emergency management. Ann. Oper. Res. 238 (1-2) (2016)
Gang Kou, Yi Peng
An Application of Latent Semantic Analysis for Text Categorization. Int. J. Comput. Commun. Control 10 (3) (2015)
Xiangrui Chao, Yi Peng
A Cost-sensitive Multi-criteria Quadratic Programming Model. ITQM (2015)
Daji Ergu, Yi Peng
A framework for SaaS software packages evaluation and selection with virtual team and BOCR of analytic network process. J. Supercomput. 67 (1) (2014)
Yi Peng, Lean Yu
Multiple criteria decision making in emergency management. Comput. Oper. Res. 42 (2014)
Daji Ergu, Gang Kou, Yi Peng, Xinfeng Yang
Simulation Experiments for Improving the Consistency Ratio of Reciprocal Matrices. Int. J. Comput. Commun. Control 9 (4) (2014)
Gang Kou, Yi Peng, Guoxun Wang
Evaluation of clustering algorithms for financial risk analysis using MCDM methods. Inf. Sci. 275 (2014)
Daji Ergu, Gang Kou, Yi Peng, Yong Shi, Yu Shi
The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment. J. Supercomput. 64 (3) (2013)
Yiyi Zhao, Yi Peng
The Roles of Environmental Noises and Opinion Leaders in Emergency. AMT (2013)
Yi Peng, Yong Zhang, Gang Kou, Jun Li, Yong Shi
Multicriteria Decision Making Approach for Cluster Validation. ICCS (2012)
Daji Ergu, Gang Kou, Yi Peng, Feixiong Li, Yong Shi
Data Consistency in Emergency Management. Int. J. Comput. Commun. Control 7 (3) (2012)
Wenshuai Wu, Gang Kou, Yi Peng
Credit Risk Evaluation by Improved MCDM Models. BIFE (2012)
Yi Peng, Guoxun Wang, Honggang Wang
User preferences based software defect detection algorithms selection using MCDM. Inf. Sci. 191 (2012)
Yi Peng, Yong Shi
Editorial: Multiple criteria decision making and operations research. Ann. Oper. Res. 197 (1) (2012)
Gang Kou, Yanqun Lu, Yi Peng, Yong Shi
Evaluation of Classification Algorithms Using MCDM and Rank Correlation. Int. J. Inf. Technol. Decis. Mak. 11 (1) (2012)
Daji Ergu, Gang Kou, Yi Peng, Yong Shi
A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP. Eur. J. Oper. Res. 213 (1) (2011)
Lin Chen, Zongfang Zhou, Yi Peng, Gang Kou
Structural Model for Determining Enterprise Group's Integrated Lines of Credit. Int. J. Inf. Technol. Decis. Mak. 10 (2) (2011)
Yi Peng, Guoxun Wang, Gang Kou, Yong Shi
An empirical study of classification algorithm evaluation for financial risk prediction. Appl. Soft Comput. 11 (2) (2011)
Yi Peng, Gang Kou, Guoxun Wang, Wenshuai Wu, Yong Shi
Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method. Int. J. Inf. Technol. Decis. Mak. 10 (1) (2011)
Yi Peng, Yong Zhang, Yu Tang, Shiming Li
An incident information management framework based on data integration, data mining, and multi-criteria decision making. Decis. Support Syst. 51 (2) (2011)
Gang Kou, Chunwei Lou, Guoxun Wang, Yi Peng, Yu Tang, Shiming Li
A heterogeneous information integration framework for emergency management. ICIS (2010)
Xing Zhong, Yi Peng, Gang Kou
A dynamic self-adoptive genetic algorithm for personal credit risk assessment. ICIS (2010)
Guoxun Wang, Liang Liu, Yi Peng, Guangli Nie, Gang Kou, Yong Shi
Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM. Web Intelligence/IAT Workshops (2010)
Yu Shi, Gang Kou, Youyuan Li, Guoxun Wang, Yi Peng, Yong Shi
FMCDM: A fuzzy multi-criteria decision-making hybrid approach to evaluate the damage level of typhoon: Integration of fuzzy AHP and fuzzy TOPSIS. ICIS (2010)
Yi Peng, Gang Kou, Guoxun Wang, Honggang Wang, Franz I. S. Ko
Empirical Evaluation of Classifiers for Software Risk Management. Int. J. Inf. Technol. Decis. Mak. 8 (4) (2009)
Gang Kou, Yi Peng, Zhengxin Chen, Yong Shi
Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection. Inf. Sci. 179 (4) (2009)
Yi Peng, Gang Kou, Yong Shi
Knowledge-Rich Data Mining in Financial Risk Detection. ICCS (2) (2009)
Gang Kou, Yi Peng
A New Hierarchical Document Clustering Method. NCM (2009)
Gang Kou, Yi Peng
A Standard Process for Data Mining Based Software Debugging. NCM (2) (2008)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
A Multi-criteria Convex Quadratic Programming model for credit data analysis. Decis. Support Syst. 44 (4) (2008)
Yi Peng, Gang Kou
A Comparative Study of Classification Methods in Financial Risk Detection. NCM (2) (2008)
Yi Peng, Gang Kou
A Domain Knowledge-Driven Framework for Multi-Criteria Optimization-Based Data Mining Methods. NCM (2) (2008)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
A Descriptive Framework for the Field of Data Mining and Knowledge Discovery. Int. J. Inf. Technol. Decis. Mak. 7 (4) (2008)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
epsilon-Support Vector and Large-Scale Data Mining Problems. International Conference on Computational Science (3) (2007)
Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi
Application of Classification Methods to Individual Disability Income Insurance Fraud Detection. International Conference on Computational Science (3) (2007)
Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Yajun Guo
Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface. Int. J. Comput. Math. 84 (5) (2007)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques. Data Sci. J. 6 (2007)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis. International Conference on Computational Science (4) (2006)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
A Hybrid Strategy for Clustering Data Mining Documents. ICDM Workshops (2006)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
Multiclass Credit Cardholders' Behaviors Classification Methods. International Conference on Computational Science (4) (2006)
Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou
E-Business Intelligence Via MCMP-Based Data Mining Methods. WImBI (2006)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. ICDM Workshops (2006)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
A Systemic Framework for the Field of Data Mining and Knowledge Discovery. ICDM Workshops (2006)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
Improving Clustering Analysis for Credit Card Accounts Classification. International Conference on Computational Science (3) (2005)
Yong Shi, Yi Peng, Gang Kou, Zhengxin Chen
Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach. Int. J. Inf. Technol. Decis. Mak. 4 (4) (2005)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
Using Optimization-Based Classification Method for Massive Datasets. AMCIS (2005)
Gang Kou, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu
Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming. Ann. Oper. Res. 135 (1) (2005)
Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi
Document Clustering in Antimicrobial Peptides Research. AMCIS (2005)
Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi
Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior. International Conference on Computational Science (2004)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. CASDMKM (2004)
Gang Kou, Yi Peng, Yong Shi, Weixuan Xu
A Set of Data Mining Models to Classify Credit Cardholder Behavior. International Conference on Computational Science (2003)
Gang Kou, Xiantao Liu, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu
Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development. Optim. Methods Softw. 18 (4) (2003)
Yong Shi, Yi Peng, Weixuan Xu, Xiaowo Tang
Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management. Int. J. Inf. Technol. Decis. Mak. 1 (1) (2002)