Yi Peng

According to our database, Yi Peng authored at least 98 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Role-aware random walk for network embedding.

Hegui Zhang, Gang Kou, Yi Peng, Boyu Zhang

Inf. Sci., January, 2024

2023

Minimum Cost Consensus Models Measuring Moderator's Preference on Consensus Levels.

Huanhuan Zhang, Gang Kou, Yi Peng

IEEE Trans. Syst. Man Cybern. Syst., May, 2023

A new representation learning approach for credit data analysis.

Tie Li, Gang Kou, Yi Peng

Inf. Sci., May, 2023

2022

An Iterative Algorithm to Derive Priority From Large-Scale Sparse Pairwise Comparison Matrix.

Haomin Wang, Gang Kou, Yi Peng

IEEE Trans. Syst. Man Cybern. Syst., 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

IEEE Trans. Syst. Man Cybern. Syst., 2022

An Integrated Cluster Detection, Optimization, and Interpretation Approach for Financial Data.

Tie Li, Gang Kou, Yi Peng, Philip S. Yu

IEEE Trans. Cybern., 2022

Large-scale peer-to-peer loan consensus based on minimum cost consensus.

Huanhuan Zhang, Gang Kou, Yi Peng

J. Oper. Res. Soc., 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

J. Oper. Res. Soc., 2022

The interaction of multiple information on multiplex social networks.

Hegui Zhang, Xiaolong Chen, Yi Peng, Gang Kou, Ruijie Wang

Inf. Sci., 2022

An efficiency curve for evaluating imbalanced classifiers considering intrinsic data characteristics: Experimental analysis.

Xiangrui Chao, Gang Kou, Yi Peng, Alberto Fernández

Inf. Sci., 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

Eur. J. 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, Yejun Xu, Francisco Javier Cabrerizo

Appl. Soft Comput., 2022

Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM.

Changsheng Lin, Gang Kou, Yi Peng, Fawaz E. Alsaadi

Ann. Oper. Res., 2022

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

Ann. Oper. Res., 2022

2021

Multi-class misclassification cost matrix for credit ratings in peer-to-peer lending.

Haomin Wang, Gang Kou, Yi Peng

J. Oper. Res. Soc., 2021

Estimating priorities from relative deviations in pairwise comparison matrices.

Jiulong Zhang, Gang Kou, Yi Peng, Yu Zhang

Inf. Sci., 2021

A fast diagonal distance metric learning approach for large-scale datasets.

Tie Li, Gang Kou, Yi Peng, Philip S. Yu

Inf. Sci., 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, Enrique Herrera-Viedma, Francisco Herrera

Inf. Sci., 2021

Fuzzy inference based Hegselmann-Krause opinion dynamics for group decision-making under ambiguity.

Yiyi Zhao, Min Xu, Yucheng Dong, Yi Peng

Inf. Process. Manag., 2021

Large-scale group decision-making with non-cooperative behaviors and heterogeneous preferences: An application in financial inclusion.

Xiangrui Chao, Gang Kou, Yi Peng, Enrique Herrera-Viedma

Eur. J. Oper. Res., 2021

Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection.

Gang Kou, Yong Xu, Yi Peng, Feng Shen, Yang Chen, Kun Chang, Shaomin Kou

Decis. Support Syst., 2021

A two-stage ranking method to minimize ordinal violation for pairwise comparisons.

Haomin Wang, Yi Peng, Gang Kou

Appl. Soft Comput., 2021

A geometrical method for consensus building in GDM with incomplete heterogeneous preference information.

Gang Kou, Yi Peng, Xiangrui Chao, Enrique Herrera-Viedma, Fawaz E. Alsaadi

Appl. Soft Comput., 2021

2020

Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning.

Tie Li, Gang Kou, Yi Peng, Yong Shi

IEEE Trans. Syst. Man Cybern. Syst., 2020

Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses.

Yu Zhou, Gang Kou, Hui Xiao, Yi Peng, Fawaz E. Alsaadi

Reliab. Eng. Syst. Saf., 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, Huyi Sheng, Fawaz E. Alsaadi

Knowl. Based Syst., 2020

Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods.

Tie Li, Gang Kou, Yi Peng

Inf. Syst., 2020

Effect of marketing messages and consumer engagement on economic performance: evidence from Weibo.

Jia Chen, Gang Kou, Yi Peng, Xiangrui Chao, Feng Xiao, Fawaz E. Alsaadi

Internet Res., 2020

Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods.

Gang Kou, Pei Yang, Yi Peng, Feng Xiao, Yang Chen, Fawaz E. Alsaadi

Appl. Soft Comput., 2020

2019

Soft consensus cost models for group decision making and economic interpretations.

Huanhuan Zhang, Gang Kou, Yi Peng

Eur. J. Oper. Res., 2019

A MCDM-Based Evaluation Approach for Imbalanced Classification Methods in Financial Risk Prediction.

Yongming Song, Yi Peng

IEEE Access, 2019

Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data.

Yong Xu, Gang Kou, Yi Peng, Fawaz E. Alsaadi

Proceedings of the Data Science - 6th International Conference, 2019

2018

A Group Decision Making Model for Integrating Heterogeneous Information.

Guangxu Li, Gang Kou, Yi Peng

IEEE Trans. Syst. Man Cybern. Syst., 2018

A consensus facilitation model based on experts' weights for investment strategy selection.

Wenshuai Wu, Gang Kou, Yi Peng

J. Oper. Res. Soc., 2018

A cost-sensitive multi-criteria quadratic programming model for imbalanced data.

Xiangrui Chao, Yi Peng

J. Oper. Res. Soc., 2018

Understanding influence power of opinion leaders in e-commerce networks: An opinion dynamics theory perspective.

Yiyi Zhao, Gang Kou, Yi Peng, Yang Chen

Inf. Sci., 2018

Analysing discussions in social networks using group decision making methods and sentiment analysis.

Juan Antonio Morente-Molinera, Gang Kou, Yi Peng, C. Torres-Albero, Enrique Herrera-Viedma

Inf. Sci., 2018

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

Eur. J. Oper. Res., 2018

2017

A Similarity Measure-based Optimization Model for Group Decision Making with Multiplicative and Fuzzy Preference Relations.

Xiangrui Chao, Yi Peng, Gang Kou

Int. J. Comput. Commun. Control, 2017

Nonlinear manifold learning for early warnings in financial markets.

Yan Huang, Gang Kou, Yi Peng

Eur. J. Oper. Res., 2017

2016

Minimum Mean Square Error Estimators for the Exponential SSALT Model.

Gang Kou, Changsheng Lin, Yi Peng, Guangxu Li, Yang Chen

Informatica, 2016

Extension of grey relational analysis for facilitating group consensus to oil spill emergency management.

Wenshuai Wu, Yi Peng

Ann. Oper. Res., 2016

2015

An Application of Latent Semantic Analysis for Text Categorization.

Gang Kou, Yi Peng

Int. J. Comput. Commun. Control, 2015

Regional earthquake vulnerability assessment using a combination of MCDM methods.

Yi Peng

Ann. Oper. Res., 2015

A Cost-sensitive Multi-criteria Quadratic Programming Model.

Xiangrui Chao, Yi Peng

Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

2014

A framework for SaaS software packages evaluation and selection with virtual team and BOCR of analytic network process.

Daji Ergu, Yi Peng

J. Supercomput., 2014

Evaluation of clustering algorithms for financial risk analysis using MCDM methods.

Gang Kou, Yi Peng, Guoxun Wang

Inf. Sci., 2014

Simulation Experiments for Improving the Consistency Ratio of Reciprocal Matrices.

Daji Ergu, Gang Kou, Yi Peng, Xinfeng Yang

Int. J. Comput. Commun. Control, 2014

Multiple criteria decision making in emergency management.

Yi Peng, Lean Yu

Comput. Oper. Res., 2014

2013

The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment.

Daji Ergu, Gang Kou, Yi Peng, Yong Shi, Yu Shi

J. Supercomput., 2013

The Roles of Environmental Noises and Opinion Leaders in Emergency.

Yiyi Zhao, Yi Peng

Proceedings of the Active Media Technology - 9th International Conference, 2013

2012

Multicriteria Decision Making Approach for Cluster Validation.

Yi Peng, Yong Zhang, Gang Kou, Jun Li, Yong Shi

Proceedings of the International Conference on Computational Science, 2012

User preferences based software defect detection algorithms selection using MCDM.

Yi Peng, Guoxun Wang, Honggang Wang

Inf. Sci., 2012

Evaluation of Classification Algorithms Using MCDM and Rank Correlation.

Gang Kou, Yanqun Lu, Yi Peng, Yong Shi

Int. J. Inf. Technol. Decis. Mak., 2012

Data Consistency in Emergency Management.

Daji Ergu, Gang Kou, Yi Peng, Feixiong Li, Yong Shi

Int. J. Comput. Commun. Control, 2012

Editorial: Multiple criteria decision making and operations research.

Yi Peng, Yong Shi

Ann. Oper. Res., 2012

Credit Risk Evaluation by Improved MCDM Models.

Wenshuai Wu, Gang Kou, Yi Peng

Proceedings of the Fifth International Conference on Business Intelligence and Financial Engineering, 2012

2011

Optimization Based Data Mining: Theory and Applications.

Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li

Advanced Information and Knowledge Processing, Springer, ISBN: 978-0-85729-504-0, 2011

Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method.

Yi Peng, Gang Kou, Guoxun Wang, Wenshuai Wu, Yong Shi

Int. J. Inf. Technol. Decis. Mak., 2011

Structural Model for Determining Enterprise Group's Integrated Lines of Credit.

Lin Chen, Zongfang Zhou, Yi Peng, Gang Kou

Int. J. Inf. Technol. Decis. Mak., 2011

A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP.

Daji Ergu, Gang Kou, Yi Peng, Yong Shi

Eur. J. Oper. Res., 2011

An incident information management framework based on data integration, data mining, and multi-criteria decision making.

Yi Peng, Yong Zhang, Yu Tang, Shiming Li

Decis. Support Syst., 2011

An empirical study of classification algorithm evaluation for financial risk prediction.

Yi Peng, Guoxun Wang, Gang Kou, Yong Shi

Appl. Soft Comput., 2011

2010

A dynamic self-adoptive genetic algorithm for personal credit risk assessment.

Xing Zhong, Yi Peng, Gang Kou

Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 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, Yong Shi

Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 2010

A heterogeneous information integration framework for emergency management.

Gang Kou, Chunwei Lou, Guoxun Wang, Yi Peng, Yu Tang, Shiming Li

Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 2010

Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM.

Guoxun Wang, Liang Liu, Yi Peng, Guangli Nie, Gang Kou, Yong Shi

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

2009

Multiple Criteria Optimization in Data Mining.

Gang Kou, Yi Peng, Yong Shi

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection.

Gang Kou, Yi Peng, Zhengxin Chen, Yong Shi

Inf. Sci., 2009

Empirical Evaluation of Classifiers for Software Risk Management.

Yi Peng, Gang Kou, Guoxun Wang, Honggang Wang, Franz I. S. Ko

Int. J. Inf. Technol. Decis. Mak., 2009

A New Hierarchical Document Clustering Method.

Gang Kou, Yi Peng

Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

Knowledge-Rich Data Mining in Financial Risk Detection.

Yi Peng, Gang Kou, Yong Shi

Proceedings of the Computational Science, 2009

2008

Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods.

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen

Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

A Descriptive Framework for the Field of Data Mining and Knowledge Discovery.

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen

Int. J. Inf. Technol. Decis. Mak., 2008

A Multi-criteria Convex Quadratic Programming model for credit data analysis.

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen

Decis. Support Syst., 2008

A Domain Knowledge-Driven Framework for Multi-Criteria Optimization-Based Data Mining Methods.

Yi Peng, Gang Kou

Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

A Comparative Study of Classification Methods in Financial Risk Detection.

Yi Peng, Gang Kou

Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

A Standard Process for Data Mining Based Software Debugging.

Gang Kou, Yi Peng

Proceedings of the NCM 2008, The Fourth International Conference on Networked Computing and Advanced Information Management, Gyeongju, Korea, September 2-4, 2008, 2008

2007

Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface.

Yong Shi, Jia Wan, Xinyang Zhang, Gang Kou, Yi Peng, Yajun Guo

Int. J. Comput. Math., 2007

Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques.

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen

Data Sci. J., 2007

Application of Classification Methods to Individual Disability Income Insurance Fraud Detection.

Yi Peng, Gang Kou, Alan Sabatka, Jeff Matza, Zhengxin Chen, Deepak Khazanchi, Yong Shi

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

epsilon-Support Vector and Large-Scale Data Mining Problems.

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006

E-Business Intelligence Via MCMP-Based Data Mining Methods.

Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou

Proceedings of the Web Intelligence Meets Brain Informatics, 2006

A Hybrid Strategy for Clustering Data Mining Documents.

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Systemic Framework for the Field of Data Mining and Knowledge Discovery.

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Network Intrusion Detection by Multi-group Mathematical Programming based Classifier.

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Multiclass Credit Cardholders' Behaviors Classification Methods.

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen

Proceedings of the Computational Science, 2006

A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis.

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen

Proceedings of the Computational Science, 2006

2005

Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach.

Yong Shi, Yi Peng, Gang Kou, Zhengxin Chen

Int. J. Inf. Technol. Decis. Mak., 2005

Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming.

Gang Kou, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu

Ann. Oper. Res., 2005

Improving Clustering Analysis for Credit Card Accounts Classification.

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen

Proceedings of the Computational Science, 2005

Document Clustering in Antimicrobial Peptides Research.

Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi

Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

Using Optimization-Based Classification Method for Massive Datasets.

Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen

Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

2004

Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior.

Yi Peng, Gang Kou, Zhengxin Chen, Yong Shi

Proceedings of the Computational Science, 2004

A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection.

Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen

Proceedings of the Data Mining and Knowledge Management, 2004

2003

Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development.

Gang Kou, Xiantao Liu, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu

Optim. Methods Softw., 2003

A Set of Data Mining Models to Classify Credit Cardholder Behavior.

Gang Kou, Yi Peng, Yong Shi, Weixuan Xu

Proceedings of the Computational Science - ICCS 2003, 2003

2002

Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management.

Yong Shi, Yi Peng, Weixuan Xu, Xiaowo Tang

Int. J. Inf. Technol. Decis. Mak., 2002