Yi Peng

104 papers C 5Misc 8Journal 71Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
A simulation optimization approach for weight valuation in analytic hierarchy process.
Eur. J. Oper. Res.
Hui Xiao, Sha Zeng, Yi Peng, Gang Kou
2025 J jnl
Feature Selection and Grouping Effect Analysis for Credit Evaluation via Regularized Diagonal Distance Metric Learning.
INFORMS J. Comput.
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
2025 J jnl
Learning user's dynamic and personalized interests from E-commerce reviews of verified purchases: a time series based framework.
J. Oper. Res. Soc.
Tie Li, Gang Kou, Yi Peng
2024 J jnl
Role-aware random walk for network embedding.
Inf. Sci.
Hegui Zhang, Gang Kou, Yi Peng, Boyu Zhang
2024 J jnl
Z-number linguistic term set for multi-criteria group decision-making and its application in predicting the acceptance of academic papers.
Appl. Intell.
Yangxue Li, Gang Kou, Yi Peng, Juan Antonio Morente-Molinera
2023 J jnl
A new representation learning approach for credit data analysis.
Inf. Sci.
Tie Li, Gang Kou, Yi Peng
2023 J jnl
Minimum Cost Consensus Models Measuring Moderator's Preference on Consensus Levels.
IEEE Trans. Syst. Man Cybern. Syst.
Huanhuan Zhang, Gang Kou, Yi Peng
2022 J jnl
A group decision making approach for supplier selection with multi-period fuzzy information and opinion interaction among decision makers.
J. Oper. Res. Soc.
Guangxu Li, Gang Kou, Yanhong Li, Yi Peng
2022 J jnl
Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM.
Ann. Oper. Res.
Changsheng Lin, Gang Kou, Yi Peng, Fawaz E. Alsaadi
2022 J jnl
An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data.
IEEE Trans. Cybern.
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
2022 J jnl
An Iterative Algorithm to Derive Priority From Large-Scale Sparse Pairwise Comparison Matrix.
IEEE Trans. Syst. Man Cybern. Syst.
Haomin Wang, Gang Kou, Yi Peng
2022 J jnl
An efficiency curve for evaluating imbalanced classifiers considering intrinsic data characteristics: Experimental analysis.
Inf. Sci.
Xiangrui Chao, Gang Kou, Yi Peng, Alberto Fernández
2022 J jnl
Consensus reaching process in large-scale group decision making based on bounded confidence and social network.
Eur. J. Oper. Res.
Yanhong Li, Gang Kou, Guangxu Li, Yi Peng
2022 J jnl
Heterogeneous Large-Scale Group Decision Making Using Fuzzy Cluster Analysis and Its Application to Emergency Response Plan Selection.
IEEE Trans. Syst. Man Cybern. Syst.
Guangxu Li, Gang Kou, Yi Peng
2022 J jnl
How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight.
Ann. Oper. Res.
Xiangrui Chao, Yucheng Dong, Gang Kou, Yi Peng
2022 J jnl
Large-scale peer-to-peer loan consensus based on minimum cost consensus.
J. Oper. Res. Soc.
Huanhuan Zhang, Gang Kou, Yi Peng
2022 J jnl
Special issue on Soft Computing based Intelligent Decision Making Systems for Dynamic Frameworks with Real-world Application.
Appl. Soft Comput.
Enrique Herrera-Viedma, Francisco Chiclana, Yucheng Dong, Yi Peng, Yejun Xu, Francisco Javier Cabrerizo
2022 J jnl
The interaction of multiple information on multiplex social networks.
Inf. Sci.
Hegui Zhang, Xiaolong Chen, Yi Peng, Gang Kou, Ruijie Wang
2021 J jnl
A fast diagonal distance metric learning approach for large-scale datasets.
Inf. Sci.
Tie Li, Gang Kou, Yi Peng, Philip S. Yu
2021 J jnl
A geometrical method for consensus building in GDM with incomplete heterogeneous preference information.
Appl. Soft Comput.
Gang Kou, Yi Peng, Xiangrui Chao, Enrique Herrera-Viedma, Fawaz E. Alsaadi
2021 J jnl
A two-stage ranking method to minimize ordinal violation for pairwise comparisons.
Appl. Soft Comput.
Haomin Wang, Yi Peng, Gang Kou
2021 J jnl
An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement.
Inf. Sci.
Xiangrui Chao, Gang Kou, Yi Peng, Enrique Herrera-Viedma, Francisco Herrera
2021 J jnl
Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection.
Decis. Support Syst.
Gang Kou, Yong Xu, Yi Peng, Feng Shen, Yang Chen, Kun Chang, Shaomin Kou
2021 J jnl
Estimating priorities from relative deviations in pairwise comparison matrices.
Inf. Sci.
Jiulong Zhang, Gang Kou, Yi Peng, Yu Zhang
2021 J jnl
Fuzzy inference based Hegselmann-Krause opinion dynamics for group decision-making under ambiguity.
Inf. Process. Manag.
Yiyi Zhao, Min Xu, Yucheng Dong, Yi Peng
2021 J jnl
Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion.
Eur. J. Oper. Res.
Xiangrui Chao, Gang Kou, Yi Peng, Enrique Herrera-Viedma
2021 J jnl
Multi-class misclassification cost matrix for credit ratings in peer-to-peer lending.
J. Oper. Res. Soc.
Haomin Wang, Gang Kou, Yi Peng
2020 J jnl
Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Tie Li, Gang Kou, Yi Peng, Yong Shi
2020 J jnl
Effect of marketing messages and consumer engagement on economic performance: evidence from Weibo.
Internet Res.
Jia Chen, Gang Kou, Yi Peng, Xiangrui Chao, Feng Xiao, Fawaz E. Alsaadi
2020 J jnl
Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods.
Appl. Soft Comput.
Gang Kou, Pei Yang, Yi Peng, Feng Xiao, Yang Chen, Fawaz E. Alsaadi
2020 J jnl
Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods.
Inf. Syst.
Tie Li, Gang Kou, Yi Peng
2020 J jnl
Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses.
Reliab. Eng. Syst. Saf.
Yu Zhou, Gang Kou, Hui Xiao, Yi Peng, Fawaz E. Alsaadi
2020 J jnl
Time-dependent vehicle routing problem with time windows of city logistics with a congestion avoidance approach.
Knowl. Based Syst.
Changshi Liu, Gang Kou, Xiancheng Zhou, Yi Peng, Huyi Sheng, Fawaz E. Alsaadi
2019 J jnl
A MCDM-Based Evaluation Approach for Imbalanced Classification Methods in Financial Risk Prediction.
IEEE Access
Yongming Song, Yi Peng
2019 C conf
Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data.
ICDS
Yong Xu, Gang Kou, Yi Peng, Fawaz E. Alsaadi
2019 J jnl
Soft consensus cost models for group decision making and economic interpretations.
Eur. J. Oper. Res.
Huanhuan Zhang, Gang Kou, Yi Peng
2018 J jnl
A Group Decision Making Model for Integrating Heterogeneous Information.
IEEE Trans. Syst. Man Cybern. Syst.
Guangxu Li, Gang Kou, Yi Peng
2018 J jnl
A consensus facilitation model based on experts' weights for investment strategy selection.
J. Oper. Res. Soc.
Wenshuai Wu, Gang Kou, Yi Peng
2018 J jnl
A cost-sensitive multi-criteria quadratic programming model for imbalanced data.
J. Oper. Res. Soc.
Xiangrui Chao, Yi Peng
2018 J jnl
Analysing discussions in social networks using group decision making methods and sentiment analysis.
Inf. Sci.
Juan Antonio Morente-Molinera, Gang Kou, Yi Peng, C. Torres-Albero, Enrique Herrera-Viedma
2018 J jnl
Jie Ke versus AlphaGo: A ranking approach using decision making method for large-scale data with incomplete information.
Eur. J. Oper. Res.
Xiangrui Chao, Gang Kou, Tie Li, Yi Peng
2018 J jnl
Understanding influence power of opinion leaders in e-commerce networks: An opinion dynamics theory perspective.
Inf. Sci.
Yiyi Zhao, Gang Kou, Yi Peng, Yang Chen
2017 J jnl
A Similarity Measure-based Optimization Model for Group Decision Making with Multiplicative and Fuzzy Preference Relations.
Int. J. Comput. Commun. Control
Xiangrui Chao, Yi Peng, Gang Kou
2017 J jnl
Nonlinear manifold learning for early warnings in financial markets.
Eur. J. Oper. Res.
Yan Huang, Gang Kou, Yi Peng
2016 J jnl
Extension of grey relational analysis for facilitating group consensus to oil spill emergency management.
Ann. Oper. Res.
Wenshuai Wu, Yi Peng
2016 J jnl
Minimum Mean Square Error Estimators for the Exponential SSALT Model.
Informatica
Gang Kou, Changsheng Lin, Yi Peng, Guangxu Li, Yang Chen
2015 — conf
A Cost-sensitive Multi-criteria Quadratic Programming Model.
ITQM
Xiangrui Chao, Yi Peng
2015 J jnl
An Application of Latent Semantic Analysis for Text Categorization.
Int. J. Comput. Commun. Control
Gang Kou, Yi Peng
2015 J jnl
Regional earthquake vulnerability assessment using a combination of MCDM methods.
Ann. Oper. Res.
Yi Peng
2014 J jnl
A framework for SaaS software packages evaluation and selection with virtual team and BOCR of analytic network process.
J. Supercomput.
Daji Ergu, Yi Peng
2014 J jnl
Evaluation of clustering algorithms for financial risk analysis using MCDM methods.
Inf. Sci.
Gang Kou, Yi Peng, Guoxun Wang
2014 J jnl
Multiple criteria decision making in emergency management.
Comput. Oper. Res.
Yi Peng, Lean Yu
2014 J jnl
Simulation Experiments for Improving the Consistency Ratio of Reciprocal Matrices.
Int. J. Comput. Commun. Control
Daji Ergu, Gang Kou, Yi Peng, Xinfeng Yang
2013 — ed.
Proceedings of the First International Conference on Information Technology and Quantitative Management, ITQM 2013, Dushu Lake Hotel, Sushou, China, 16-18 May, 2013
ITQM
Yong Shi, Youmin Xi, Peter Wolcott, Yingjie Tian, Jianping Li, Daniel Berg, Zhengxin Chen, Enrique Herrera-Viedma, Gang Kou, Heeseok Lee, Yi Peng, Lean Yu
2013 — conf
The Roles of Environmental Noises and Opinion Leaders in Emergency.
AMT
Yiyi Zhao, Yi Peng
2013 J jnl
The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment.
J. Supercomput.
Daji Ergu, Gang Kou, Yi Peng, Yong Shi, Yu Shi
2012 — conf
Credit Risk Evaluation by Improved MCDM Models.
BIFE
Wenshuai Wu, Gang Kou, Yi Peng
2012 J jnl
Data Consistency in Emergency Management.
Int. J. Comput. Commun. Control
Daji Ergu, Gang Kou, Yi Peng, Feixiong Li, Yong Shi
2012 J jnl
Editorial: Multiple criteria decision making and operations research.
Ann. Oper. Res.
Yi Peng, Yong Shi
2012 J jnl
Evaluation of Classification Algorithms Using MCDM and Rank Correlation.
Int. J. Inf. Technol. Decis. Mak.
Gang Kou, Yanqun Lu, Yi Peng, Yong Shi
2012 Misc conf
Multicriteria Decision Making Approach for Cluster Validation.
ICCS
Yi Peng, Yong Zhang, Gang Kou, Jun Li, Yong Shi
2012 J jnl
User preferences based software defect detection algorithms selection using MCDM.
Inf. Sci.
Yi Peng, Guoxun Wang, Honggang Wang
2011 J jnl
A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP.
Eur. J. Oper. Res.
Daji Ergu, Gang Kou, Yi Peng, Yong Shi
2011 J jnl
An empirical study of classification algorithm evaluation for financial risk prediction.
Appl. Soft Comput.
Yi Peng, Guoxun Wang, Gang Kou, Yong Shi
2011 J jnl
An incident information management framework based on data integration, data mining, and multi-criteria decision making.
Decis. Support Syst.
Yi Peng, Yong Zhang, Yu Tang, Shiming Li
2011 J jnl
Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method.
Int. J. Inf. Technol. Decis. Mak.
Yi Peng, Gang Kou, Guoxun Wang, Wenshuai Wu, Yong Shi
2011 — book
Optimization Based Data Mining: Theory and Applications.
Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li
2011 J jnl
Structural Model for Determining Enterprise Group's Integrated Lines of Credit.
Int. J. Inf. Technol. Decis. Mak.
Lin Chen, Zongfang Zhou, Yi Peng, Gang Kou
2010 C conf
A dynamic self-adoptive genetic algorithm for personal credit risk assessment.
ICIS
Xing Zhong, Yi Peng, Gang Kou
2010 C conf
A heterogeneous information integration framework for emergency management.
ICIS
Gang Kou, Chunwei Lou, Guoxun Wang, Yi Peng, Yu Tang, Shiming Li
2010 C conf
FMCDM: A fuzzy multi-criteria decision-making hybrid approach to evaluate the damage level of typhoon: Integration of fuzzy AHP and fuzzy TOPSIS.
ICIS
Yu Shi, Gang Kou, Youyuan Li, Guoxun Wang, Yi Peng, Yong Shi
2010 — conf
Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM.
Web Intelligence/IAT Workshops
Guoxun Wang, Liang Liu, Yi Peng, Guangli Nie, Gang Kou, Yong Shi
2010 C ed.
Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), Chengdu, China, June 23-25, 2010
ICIS
Yi Peng, Gang Kou, Franz I. S. Ko, Yong Zeng, Kae-Dal Kwack
2009 — conf
A New Hierarchical Document Clustering Method.
NCM
Gang Kou, Yi Peng
2009 J jnl
Empirical Evaluation of Classifiers for Software Risk Management.
Int. J. Inf. Technol. Decis. Mak.
Yi Peng, Gang Kou, Guoxun Wang, Honggang Wang, Franz I. S. Ko
2009 — conf
Knowledge-Rich Data Mining in Financial Risk Detection.
ICCS (2)
Yi Peng, Gang Kou, Yong Shi
2009 — ch.
Multiple Criteria Optimization in Data Mining.
Encyclopedia of Data Warehousing and Mining
Gang Kou, Yi Peng, Yong Shi
2009 J jnl
Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection.
Inf. Sci.
Gang Kou, Yi Peng, Zhengxin Chen, Yong Shi
2008 — conf
A Comparative Study of Classification Methods in Financial Risk Detection.
NCM (2)
Yi Peng, Gang Kou
2008 J jnl
A Descriptive Framework for the Field of Data Mining and Knowledge Discovery.
Int. J. Inf. Technol. Decis. Mak.
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2008 — conf
A Domain Knowledge-Driven Framework for Multi-Criteria Optimization-Based Data Mining Methods.
NCM (2)
Yi Peng, Gang Kou
2008 J jnl
A Multi-criteria Convex Quadratic Programming model for credit data analysis.
Decis. Support Syst.
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2008 — conf
A Standard Process for Data Mining Based Software Debugging.
NCM (2)
Gang Kou, Yi Peng
2008 — ch.
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods.
Communications and Discoveries from Multidisciplinary Data
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2007 Misc conf
Application of Classification Methods to Individual Disability Income Insurance Fraud Detection.
International Conference on Computational Science (3)
Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi
2007 J jnl
Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface.
Int. J. Comput. Math.
Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Yajun Guo
2007 J jnl
Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques.
Data Sci. J.
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2007 Misc conf
epsilon-Support Vector and Large-Scale Data Mining Problems.
International Conference on Computational Science (3)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2006 — conf
A Hybrid Strategy for Clustering Data Mining Documents.
ICDM Workshops
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2006 Misc conf
A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis.
International Conference on Computational Science (4)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2006 — conf
A Systemic Framework for the Field of Data Mining and Knowledge Discovery.
ICDM Workshops
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2006 — conf
E-Business Intelligence Via MCMP-Based Data Mining Methods.
WImBI
Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou
2006 Misc conf
Multiclass Credit Cardholders' Behaviors Classification Methods.
International Conference on Computational Science (4)
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2006 — conf
Network Intrusion Detection by Multi-group Mathematical Programming based Classifier.
ICDM Workshops
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen
2005 J jnl
Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach.
Int. J. Inf. Technol. Decis. Mak.
Yong Shi, Yi Peng, Gang Kou, Zhengxin Chen
2005 J jnl
Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming.
Ann. Oper. Res.
Gang Kou, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu
2005 — conf
Document Clustering in Antimicrobial Peptides Research.
AMCIS
Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi
2005 Misc conf
Improving Clustering Analysis for Credit Card Accounts Classification.
International Conference on Computational Science (3)
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2005 — conf
Using Optimization-Based Classification Method for Massive Datasets.
AMCIS
Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen
2004 — conf
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection.
CASDMKM
Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen
2004 Misc conf
Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior.
International Conference on Computational Science
Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi
2003 Misc conf
A Set of Data Mining Models to Classify Credit Cardholder Behavior.
International Conference on Computational Science
Gang Kou, Yi Peng, Yong Shi, Weixuan Xu
2003 J jnl
Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development.
Optim. Methods Softw.
Gang Kou, Xiantao Liu, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu
2002 J jnl
Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management.
Int. J. Inf. Technol. Decis. Mak.
Yong Shi, Yi Peng, Weixuan Xu, Xiaowo Tang