Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management. - Yong Shi 001; Yi Peng 001; Weixuan Xu; Xiaowo Tang (Int. J. Inf. Technol. Decis. Mak., 2002)

A Set of Data Mining Models to Classify Credit Cardholder Behavior. - Gang Kou; Yi Peng 001; Yong Shi 001; Weixuan Xu (International Conference on Computational Science, 2003)

Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development. - Gang Kou; Xiantao Liu; Yi Peng 001; Yong Shi 001; Morgan Wise; Weixuan Xu (Optim. Methods Softw., 2003)

A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen; Xiaojun Chen 001 (CASDMKM, 2004)

Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior. - Yi Peng 001; Gang Kou; Zhengxin Chen; Yong Shi 001 (International Conference on Computational Science, 2004)

Using Optimization-Based Classification Method for Massive Datasets. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (AMCIS, 2005)

Document Clustering in Antimicrobial Peptides Research. - Yi Peng 001; Nian Yan; Gang Kou; Zhengxin Chen; Yong Shi 001 (AMCIS, 2005)

Improving Clustering Analysis for Credit Card Accounts Classification. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (3), 2005)

Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming. - Gang Kou; Yi Peng 001; Yong Shi 001; Morgan Wise; Weixuan Xu (Ann. Oper. Res., 2005)

Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach. - Yong Shi 001; Yi Peng 001; Gang Kou; Zhengxin Chen (Int. J. Inf. Technol. Decis. Mak., 2005)

A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (4), 2006)

Multiclass Credit Cardholders' Behaviors Classification Methods. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (4), 2006)

Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (ICDM Workshops, 2006)

A Systemic Framework for the Field of Data Mining and Knowledge Discovery. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (ICDM Workshops, 2006)

A Hybrid Strategy for Clustering Data Mining Documents. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (ICDM Workshops, 2006)

E-Business Intelligence Via MCMP-Based Data Mining Methods. - Yi Peng 001; Yong Shi 001; Xingsen Li; Zhengxin Chen; Gang Kou (WImBI, 2006)

epsilon-Support Vector and Large-Scale Data Mining Problems. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (International Conference on Computational Science (3), 2007)

Application of Classification Methods to Individual Disability Income Insurance Fraud Detection. - Yi Peng 001; Gang Kou; Alan Sabatka; Jeff Matza; Zhengxin Chen; Deepak Khazanchi; Yong Shi 001 (International Conference on Computational Science (3), 2007)

Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques. - Gang Kou; Yi Peng 001; Yong Shi 001; Zhengxin Chen (Data Sci. J., 2007)

Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface. - Yong Shi 001; Jia Wan; Xinyang Zhang; Gang Kou; Yi Peng 001; Yajun Guo (Int. J. Comput. Math., 2007)

A Standard Process for Data Mining Based Software Debugging. - Gang Kou; Yi Peng 001 (NCM (2), 2008)

A Comparative Study of Classification Methods in Financial Risk Detection. - Yi Peng 001; Gang Kou (NCM (2), 2008)

A Domain Knowledge-Driven Framework for Multi-Criteria Optimization-Based Data Mining Methods. - Yi Peng 001; Gang Kou (NCM (2), 2008)

A Multi-criteria Convex Quadratic Programming model for credit data analysis. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (Decis. Support Syst., 2008)

A Descriptive Framework for the Field of Data Mining and Knowledge Discovery. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (Int. J. Inf. Technol. Decis. Mak., 2008)

Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods. - Yi Peng 001; Gang Kou; Yong Shi 001; Zhengxin Chen (Communications and Discoveries from Multidisciplinary Data, 2008)

Knowledge-Rich Data Mining in Financial Risk Detection. - Yi Peng 001; Gang Kou; Yong Shi 001 (ICCS (2), 2009)

A New Hierarchical Document Clustering Method. - Gang Kou; Yi Peng 001 (NCM, 2009)

Empirical Evaluation of Classifiers for Software Risk Management. - Yi Peng 001; Gang Kou; Guoxun Wang; Honggang Wang 001; Franz I. S. Ko (Int. J. Inf. Technol. Decis. Mak., 2009)

Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection. - Gang Kou; Yi Peng 001; Zhengxin Chen; Yong Shi 001 (Inf. Sci., 2009)

Multiple Criteria Optimization in Data Mining. - Gang Kou; Yi Peng 001; Yong Shi 001 (Encyclopedia of Data Warehousing and Mining, 2009)

Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM. - Guoxun Wang; Liang Liu; Yi Peng 001; Guangli Nie; Gang Kou; Yong Shi 001 (Web Intelligence/IAT Workshops, 2010)

A heterogeneous information integration framework for emergency management. - Gang Kou; Chunwei Lou; Guoxun Wang; Yi Peng 001; Yu Tang 017; Shiming Li (ICIS, 2010)

FMCDM: A fuzzy multi-criteria decision-making hybrid approach to evaluate the damage level of typhoon: Integration of fuzzy AHP and fuzzy TOPSIS. - Yu Shi; Gang Kou; Youyuan Li; Guoxun Wang; Yi Peng 001; Yong Shi 001 (ICIS, 2010)

A dynamic self-adoptive genetic algorithm for personal credit risk assessment. - Xing Zhong; Yi Peng 001; Gang Kou (ICIS, 2010)

An empirical study of classification algorithm evaluation for financial risk prediction. - Yi Peng 001; Guoxun Wang; Gang Kou; Yong Shi 001 (Appl. Soft Comput., 2011)

An incident information management framework based on data integration, data mining, and multi-criteria decision making. - Yi Peng 001; Yong Zhang; Yu Tang 017; Shiming Li (Decis. Support Syst., 2011)

A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP. - Daji Ergu; Gang Kou; Yi Peng 001; Yong Shi 001 (Eur. J. Oper. Res., 2011)

Structural Model for Determining Enterprise Group's Integrated Lines of Credit. - Lin Chen; Zongfang Zhou; Yi Peng 001; Gang Kou (Int. J. Inf. Technol. Decis. Mak., 2011)

Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method. - Yi Peng 001; Gang Kou; Guoxun Wang; Wenshuai Wu; Yong Shi 001 (Int. J. Inf. Technol. Decis. Mak., 2011)

Optimization Based Data Mining: Theory and Applications. - Yong Shi 001; Yingjie Tian 001; Gang Kou; Yi Peng 001; Jianping Li 001 (Springer, 2011)

Credit Risk Evaluation by Improved MCDM Models. - Wenshuai Wu; Gang Kou; Yi Peng 001 (BIFE, 2012)

Editorial: Multiple criteria decision making and operations research. - Yi Peng 001; Yong Shi 001 (Ann. Oper. Res., 2012)

Data Consistency in Emergency Management. - Daji Ergu; Gang Kou; Yi Peng 001; Feixiong Li; Yong Shi 001 (Int. J. Comput. Commun. Control, 2012)

Evaluation of Classification Algorithms Using MCDM and Rank Correlation. - Gang Kou; Yanqun Lu; Yi Peng 001; Yong Shi 001 (Int. J. Inf. Technol. Decis. Mak., 2012)

User preferences based software defect detection algorithms selection using MCDM. - Yi Peng 001; Guoxun Wang; Honggang Wang 001 (Inf. Sci., 2012)

Multicriteria Decision Making Approach for Cluster Validation. - Yi Peng 001; Yong Zhang; Gang Kou; Jun Li 015; Yong Shi 001 (ICCS, 2012)

The Roles of Environmental Noises and Opinion Leaders in Emergency. - Yiyi Zhao; Yi Peng 001 (AMT, 2013)

The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment. - Daji Ergu; Gang Kou; Yi Peng 001; Yong Shi 001; Yu Shi (J. Supercomput., 2013)

Multiple criteria decision making in emergency management. - Yi Peng 001; Lean Yu (Comput. Oper. Res., 2014)

Simulation Experiments for Improving the Consistency Ratio of Reciprocal Matrices. - Daji Ergu; Gang Kou; Yi Peng 001; Xinfeng Yang (Int. J. Comput. Commun. Control, 2014)

Evaluation of clustering algorithms for financial risk analysis using MCDM methods. - Gang Kou; Yi Peng 001; Guoxun Wang (Inf. Sci., 2014)

A framework for SaaS software packages evaluation and selection with virtual team and BOCR of analytic network process. - Daji Ergu; Yi Peng 001 (J. Supercomput., 2014)

A Cost-sensitive Multi-criteria Quadratic Programming Model. - Xiangrui Chao; Yi Peng 001 (ITQM, 2015)

Regional earthquake vulnerability assessment using a combination of MCDM methods. - Yi Peng 001 (Ann. Oper. Res., 2015)

An Application of Latent Semantic Analysis for Text Categorization. - Gang Kou; Yi Peng 001 (Int. J. Comput. Commun. Control, 2015)

Extension of grey relational analysis for facilitating group consensus to oil spill emergency management. - Wenshuai Wu; Yi Peng 001 (Ann. Oper. Res., 2016)

Minimum Mean Square Error Estimators for the Exponential SSALT Model. - Gang Kou; Changsheng Lin; Yi Peng 001; Guangxu Li; Yang Chen 006 (Informatica, 2016)

Nonlinear manifold learning for early warnings in financial markets. - Yan Huang 019; Gang Kou; Yi Peng 001 (Eur. J. Oper. Res., 2017)

A Similarity Measure-based Optimization Model for Group Decision Making with Multiplicative and Fuzzy Preference Relations. - Xiangrui Chao; Yi Peng 001; Gang Kou (Int. J. Comput. Commun. Control, 2017)

Jie Ke versus AlphaGo: A ranking approach using decision making method for large-scale data with incomplete information. - Xiangrui Chao; Gang Kou; Tie Li; Yi Peng 001 (Eur. J. Oper. Res., 2018)

Analysing discussions in social networks using group decision making methods and sentiment analysis. - Juan Antonio Morente-Molinera; Gang Kou; Yi Peng 001; C. Torres-Albero; Enrique Herrera-Viedma (Inf. Sci., 2018)

Understanding influence power of opinion leaders in e-commerce networks: An opinion dynamics theory perspective. - Yiyi Zhao; Gang Kou; Yi Peng 001; Yang Chen 006 (Inf. Sci., 2018)

A cost-sensitive multi-criteria quadratic programming model for imbalanced data. - Xiangrui Chao; Yi Peng 001 (J. Oper. Res. Soc., 2018)

A consensus facilitation model based on experts' weights for investment strategy selection. - Wenshuai Wu; Gang Kou; Yi Peng 001 (J. Oper. Res. Soc., 2018)

A Group Decision Making Model for Integrating Heterogeneous Information. - Guangxu Li; Gang Kou; Yi Peng 001 (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data. - Yong Xu; Gang Kou; Yi Peng 001; Fawaz E. Alsaadi (ICDS, 2019)

A MCDM-Based Evaluation Approach for Imbalanced Classification Methods in Financial Risk Prediction. - Yongming Song; Yi Peng 001 (IEEE Access, 2019)

Soft consensus cost models for group decision making and economic interpretations. - Huanhuan Zhang; Gang Kou; Yi Peng 001 (Eur. J. Oper. Res., 2019)

Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods. - Gang Kou; Pei Yang; Yi Peng 001; Feng Xiao; Yang Chen 006; Fawaz E. Alsaadi (Appl. Soft Comput., 2020)

Effect of marketing messages and consumer engagement on economic performance: evidence from Weibo. - Jia Chen; Gang Kou; Yi Peng 001; Xiangrui Chao; Feng Xiao; Fawaz E. Alsaadi (Internet Res., 2020)

Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods. - Tie Li; Gang Kou; Yi Peng 001 (Inf. Syst., 2020)

Time-dependent vehicle routing problem with time windows of city logistics with a congestion avoidance approach. - Changshi Liu; Gang Kou; Xiancheng Zhou; Yi Peng 001; Huyi Sheng; Fawaz E. Alsaadi (Knowl. Based Syst., 2020)

Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses. - Yu Zhou 032; Gang Kou; Hui Xiao 001; Yi Peng 001; Fawaz E. Alsaadi (Reliab. Eng. Syst. Saf., 2020)

Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning. - Tie Li; Gang Kou; Yi Peng 001; Yong Shi 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

A geometrical method for consensus building in GDM with incomplete heterogeneous preference information. - Gang Kou; Yi Peng 001; Xiangrui Chao; Enrique Herrera-Viedma; Fawaz E. Alsaadi (Appl. Soft Comput., 2021)

A two-stage ranking method to minimize ordinal violation for pairwise comparisons. - Haomin Wang 001; Yi Peng 001; Gang Kou (Appl. Soft Comput., 2021)

Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection. - Gang Kou; Yong Xu; Yi Peng 001; Feng Shen; Yang Chen 006; Kun Chang; Shaomin Kou (Decis. Support Syst., 2021)

Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion. - Xiangrui Chao; Gang Kou; Yi Peng 001; Enrique Herrera-Viedma (Eur. J. Oper. Res., 2021)

Fuzzy inference based Hegselmann-Krause opinion dynamics for group decision-making under ambiguity. - Yiyi Zhao; Min Xu; Yucheng Dong; Yi Peng 001 (Inf. Process. Manag., 2021)

An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement. - Xiangrui Chao; Gang Kou; Yi Peng 001; Enrique Herrera-Viedma; Francisco Herrera (Inf. Sci., 2021)

A fast diagonal distance metric learning approach for large-scale datasets. - Tie Li; Gang Kou; Yi Peng 001; Philip S. Yu (Inf. Sci., 2021)

Estimating priorities from relative deviations in pairwise comparison matrices. - Jiulong Zhang; Gang Kou; Yi Peng 001; Yu Zhang 073 (Inf. Sci., 2021)

Multi-class misclassification cost matrix for credit ratings in peer-to-peer lending. - Haomin Wang 001; Gang Kou; Yi Peng 001 (J. Oper. Res. Soc., 2021)

How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight. - Xiangrui Chao; Yucheng Dong; Gang Kou; Yi Peng 001 (Ann. Oper. Res., 2022)

Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM. - Changsheng Lin; Gang Kou; Yi Peng 001; Fawaz E. Alsaadi (Ann. Oper. Res., 2022)

Special issue on Soft Computing based Intelligent Decision Making Systems for Dynamic Frameworks with Real-world Application. - Enrique Herrera-Viedma; Francisco Chiclana; Yucheng Dong; Yi Peng 001; Yejun Xu; Francisco Javier Cabrerizo (Appl. Soft Comput., 2022)

Consensus reaching process in large-scale group decision making based on bounded confidence and social network. - Yanhong Li; Gang Kou; Guangxu Li; Yi Peng 001 (Eur. J. Oper. Res., 2022)

An efficiency curve for evaluating imbalanced classifiers considering intrinsic data characteristics: Experimental analysis. - Xiangrui Chao; Gang Kou; Yi Peng 001; Alberto Fernández 001 (Inf. Sci., 2022)

The interaction of multiple information on multiplex social networks. - Hegui Zhang; Xiaolong Chen; Yi Peng 001; Gang Kou; Ruijie Wang 005 (Inf. Sci., 2022)

A group decision making approach for supplier selection with multi-period fuzzy information and opinion interaction among decision makers. - Guangxu Li; Gang Kou; Yanhong Li; Yi Peng 001 (J. Oper. Res. Soc., 2022)

Large-scale peer-to-peer loan consensus based on minimum cost consensus. - Huanhuan Zhang; Gang Kou; Yi Peng 001 (J. Oper. Res. Soc., 2022)

An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data. - Tie Li; Gang Kou; Yi Peng 001; Philip S. Yu (IEEE Trans. Cybern., 2022)

Heterogeneous Large-Scale Group Decision Making Using Fuzzy Cluster Analysis and Its Application to Emergency Response Plan Selection. - Guangxu Li; Gang Kou; Yi Peng 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

An Iterative Algorithm to Derive Priority From Large-Scale Sparse Pairwise Comparison Matrix. - Haomin Wang 001; Gang Kou; Yi Peng 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A new representation learning approach for credit data analysis. - Tie Li; Gang Kou; Yi Peng 001 (Inf. Sci., 2023)

Minimum Cost Consensus Models Measuring Moderator's Preference on Consensus Levels. - Huanhuan Zhang; Gang Kou; Yi Peng 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Role-aware random walk for network embedding. - Hegui Zhang; Gang Kou; Yi Peng 001; Boyu Zhang (Inf. Sci., 2024)

Z-number linguistic term set for multi-criteria group decision-making and its application in predicting the acceptance of academic papers. - Yangxue Li; Gang Kou; Yi Peng 001; Juan Antonio Morente-Molinera (Appl. Intell., 2024)

A simulation optimization approach for weight valuation in analytic hierarchy process. - Hui Xiao 001; Sha Zeng; Yi Peng 001; Gang Kou (Eur. J. Oper. Res., 2025)