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Yi Peng 0001
Person information
- affiliation: University of Electronic Science and Technology of China, School of Management and Economy, Chengdu, China
- affiliation (PhD): University of Nebraska at Omaha, College of Information Science & Technology, NE, USA
Other persons with the same name
- Yi Peng — disambiguation page
- Yi Peng 0002 — Tsinghua University, Department of Computer Science and Technology, Beijing, China
- Yi Peng 0003 — Aarhus University, Department of Agroecology, Denmark (and 1 more)
- Yi Peng 0004 — Wuhan University, School of Remote Sensing and Information Engineering, Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, China
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2020 – today
- 2024
- [j68]Yangxue Li, Gang Kou, Yi Peng, Juan Antonio Morente-Molinera:
Z-number linguistic term set for multi-criteria group decision-making and its application in predicting the acceptance of academic papers. Appl. Intell. 54(21): 10962-10981 (2024) - [j67]Hegui Zhang, Gang Kou, Yi Peng, Boyu Zhang:
Role-aware random walk for network embedding. Inf. Sci. 652: 119765 (2024) - 2023
- [j66]Tie Li, Gang Kou, Yi Peng:
A new representation learning approach for credit data analysis. Inf. Sci. 627: 115-131 (2023) - [j65]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): 2938-2948 (2023) - 2022
- [j64]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): 143-177 (2022) - [j63]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): 179-195 (2022) - [j62]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: 109059 (2022) - [j61]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): 790-802 (2022) - [j60]Hegui Zhang, Xiaolong Chen, Yi Peng, Gang Kou, Ruijie Wang:
The interaction of multiple information on multiplex social networks. Inf. Sci. 605: 366-380 (2022) - [j59]Xiangrui Chao, Gang Kou, Yi Peng, Alberto Fernández:
An efficiency curve for evaluating imbalanced classifiers considering intrinsic data characteristics: Experimental analysis. Inf. Sci. 608: 1131-1156 (2022) - [j58]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): 855-868 (2022) - [j57]Huanhuan Zhang, Gang Kou, Yi Peng:
Large-scale peer-to-peer loan consensus based on minimum cost consensus. J. Oper. Res. Soc. 73(10): 2326-2337 (2022) - [j56]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): 13848-13861 (2022) - [j55]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): 3038-3051 (2022) - [j54]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): 3391-3403 (2022) - 2021
- [j53]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: 107224 (2021) - [j52]Haomin Wang, Yi Peng, Gang Kou:
A two-stage ranking method to minimize ordinal violation for pairwise comparisons. Appl. Soft Comput. 106: 107287 (2021) - [j51]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: 113429 (2021) - [j50]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): 271-293 (2021) - [j49]Yiyi Zhao, Min Xu, Yucheng Dong, Yi Peng:
Fuzzy inference based Hegselmann-Krause opinion dynamics for group decision-making under ambiguity. Inf. Process. Manag. 58(5): 102671 (2021) - [j48]Jiulong Zhang, Gang Kou, Yi Peng, Yu Zhang:
Estimating priorities from relative deviations in pairwise comparison matrices. Inf. Sci. 552: 310-327 (2021) - [j47]Tie Li, Gang Kou, Yi Peng, Philip S. Yu:
A fast diagonal distance metric learning approach for large-scale datasets. Inf. Sci. 571: 225-245 (2021) - [j46]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: 499-527 (2021) - [j45]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): 923-934 (2021) - 2020
- [j44]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) - [j43]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): 1565-1581 (2020) - [j42]Tie Li, Gang Kou, Yi Peng:
Improving malicious URLs detection via feature engineering: Linear and nonlinear space transformation methods. Inf. Syst. 91: 101494 (2020) - [j41]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) - [j40]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: 106871 (2020) - [j39]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): 1218-1229 (2020)
2010 – 2019
- 2019
- [j38]Yongming Song, Yi Peng:
A MCDM-Based Evaluation Approach for Imbalanced Classification Methods in Financial Risk Prediction. IEEE Access 7: 84897-84906 (2019) - [j37]Huanhuan Zhang, Gang Kou, Yi Peng:
Soft consensus cost models for group decision making and economic interpretations. Eur. J. Oper. Res. 277(3): 964-980 (2019) - [c28]Yong Xu, Gang Kou, Yi Peng, Fawaz E. Alsaadi:
Bankruptcy Forecasting for Small and Medium-Sized Enterprises Using Cash Flow Data. ICDS 2019: 477-487 - 2018
- [j36]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): 239-247 (2018) - [j35]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: 131-147 (2018) - [j34]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: 157-168 (2018) - [j33]Xiangrui Chao, Yi Peng:
A cost-sensitive multi-criteria quadratic programming model for imbalanced data. J. Oper. Res. Soc. 69(4): 500-516 (2018) - [j32]Wenshuai Wu, Gang Kou, Yi Peng:
A consensus facilitation model based on experts' weights for investment strategy selection. J. Oper. Res. Soc. 69(9): 1435-1444 (2018) - [j31]Guangxu Li, Gang Kou, Yi Peng:
A Group Decision Making Model for Integrating Heterogeneous Information. IEEE Trans. Syst. Man Cybern. Syst. 48(6): 982-992 (2018) - 2017
- [j30]Yan Huang, Gang Kou, Yi Peng:
Nonlinear manifold learning for early warnings in financial markets. Eur. J. Oper. Res. 258(2): 692-702 (2017) - [j29]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): 26-40 (2017) - 2016
- [j28]Wenshuai Wu, Yi Peng:
Extension of grey relational analysis for facilitating group consensus to oil spill emergency management. Ann. Oper. Res. 238(1-2): 615-635 (2016) - [j27]Gang Kou, Changsheng Lin, Yi Peng, Guangxu Li, Yang Chen:
Minimum Mean Square Error Estimators for the Exponential SSALT Model. Informatica 27(4): 755-765 (2016) - 2015
- [j26]Yi Peng:
Regional earthquake vulnerability assessment using a combination of MCDM methods. Ann. Oper. Res. 234(1): 95-110 (2015) - [j25]Gang Kou, Yi Peng:
An Application of Latent Semantic Analysis for Text Categorization. Int. J. Comput. Commun. Control 10(3): 357-369 (2015) - [c27]Xiangrui Chao, Yi Peng:
A Cost-sensitive Multi-criteria Quadratic Programming Model. ITQM 2015: 1302-1307 - 2014
- [j24]Yi Peng, Lean Yu:
Multiple criteria decision making in emergency management. Comput. Oper. Res. 42: 1-2 (2014) - [j23]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): 408-418 (2014) - [j22]Gang Kou, Yi Peng, Guoxun Wang:
Evaluation of clustering algorithms for financial risk analysis using MCDM methods. Inf. Sci. 275: 1-12 (2014) - [j21]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): 219-238 (2014) - 2013
- [j20]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): 835-848 (2013) - [c26]Yiyi Zhao, Yi Peng:
The Roles of Environmental Noises and Opinion Leaders in Emergency. AMT 2013: 231-240 - [e2]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:
Proceedings of the First International Conference on Information Technology and Quantitative Management, ITQM 2013, Dushu Lake Hotel, Sushou, China, 16-18 May, 2013. Procedia Computer Science 17, Elsevier 2013 [contents] - 2012
- [j19]Yi Peng, Yong Shi:
Editorial: Multiple criteria decision making and operations research. Ann. Oper. Res. 197(1): 1-4 (2012) - [j18]Daji Ergu, Gang Kou, Yi Peng, Feixiong Li, Yong Shi:
Data Consistency in Emergency Management. Int. J. Comput. Commun. Control 7(3): 450-458 (2012) - [j17]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): 197-225 (2012) - [j16]Yi Peng, Guoxun Wang, Honggang Wang:
User preferences based software defect detection algorithms selection using MCDM. Inf. Sci. 191: 3-13 (2012) - [c25]Wenshuai Wu, Gang Kou, Yi Peng:
Credit Risk Evaluation by Improved MCDM Models. BIFE 2012: 191-195 - [c24]Yi Peng, Yong Zhang, Gang Kou, Jun Li, Yong Shi:
Multicriteria Decision Making Approach for Cluster Validation. ICCS 2012: 1283-1291 - 2011
- [b1]Yong Shi, Yingjie Tian, Gang Kou, Yi Peng, Jianping Li:
Optimization Based Data Mining: Theory and Applications. Advanced Information and Knowledge Processing, Springer 2011, ISBN 978-0-85729-503-3, pp. 1-316 - [j15]Yi Peng, Guoxun Wang, Gang Kou, Yong Shi:
An empirical study of classification algorithm evaluation for financial risk prediction. Appl. Soft Comput. 11(2): 2906-2915 (2011) - [j14]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): 316-327 (2011) - [j13]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): 246-259 (2011) - [j12]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): 187-206 (2011) - [j11]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): 269-285 (2011) - 2010
- [c23]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: 215-218 - [c22]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: 666-671 - [c21]Gang Kou, Chunwei Lou, Guoxun Wang, Yi Peng, Yu Tang, Shiming Li:
A heterogeneous information integration framework for emergency management. ICIS 2010: 672-675 - [c20]Xing Zhong, Yi Peng, Gang Kou:
A dynamic self-adoptive genetic algorithm for personal credit risk assessment. ICIS 2010: 711-716 - [e1]Yi Peng, Gang Kou, Franz I. S. Ko, Yong Zeng, Kae-Dal Kwack:
Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), Chengdu, China, June 23-25, 2010. IEEE 2010, ISBN 978-1-4244-7386-1 [contents]
2000 – 2009
- 2009
- [j10]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): 749-767 (2009) - [j9]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): 371-381 (2009) - [c19]Yi Peng, Gang Kou, Yong Shi:
Knowledge-Rich Data Mining in Financial Risk Detection. ICCS (2) 2009: 534-542 - [c18]Gang Kou, Yi Peng:
A New Hierarchical Document Clustering Method. NCM 2009: 1789-1792 - [r1]Gang Kou, Yi Peng, Yong Shi:
Multiple Criteria Optimization in Data Mining. Encyclopedia of Data Warehousing and Mining 2009: 1386-1389 - 2008
- [j8]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
A Multi-criteria Convex Quadratic Programming model for credit data analysis. Decis. Support Syst. 44(4): 1016-1030 (2008) - [j7]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): 639-682 (2008) - [c17]Yi Peng, Gang Kou:
A Comparative Study of Classification Methods in Financial Risk Detection. NCM (2) 2008: 9-12 - [c16]Yi Peng, Gang Kou:
A Domain Knowledge-Driven Framework for Multi-Criteria Optimization-Based Data Mining Methods. NCM (2) 2008: 46-49 - [c15]Gang Kou, Yi Peng:
A Standard Process for Data Mining Based Software Debugging. NCM (2) 2008: 149-152 - [p1]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods. Communications and Discoveries from Multidisciplinary Data 2008: 331-340 - 2007
- [j6]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques. Data Sci. J. 6: 429-434 (2007) - [j5]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): 697-707 (2007) - [c14]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: 852-858 - [c13]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
epsilon-Support Vector and Large-Scale Data Mining Problems. International Conference on Computational Science (3) 2007: 874-881 - 2006
- [c12]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: 476-484 - [c11]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
Multiclass Credit Cardholders' Behaviors Classification Methods. International Conference on Computational Science (4) 2006: 485-492 - [c10]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
A Systemic Framework for the Field of Data Mining and Knowledge Discovery. ICDM Workshops 2006: 395-399 - [c9]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen:
Network Intrusion Detection by Multi-group Mathematical Programming based Classifier. ICDM Workshops 2006: 803-807 - [c8]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
A Hybrid Strategy for Clustering Data Mining Documents. ICDM Workshops 2006: 838-842 - [c7]Yi Peng, Yong Shi, Xingsen Li, Zhengxin Chen, Gang Kou:
E-Business Intelligence Via MCMP-Based Data Mining Methods. WImBI 2006: 443-453 - 2005
- [j4]Gang Kou, Yi Peng, Yong Shi, Morgan Wise, Weixuan Xu:
Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming. Ann. Oper. Res. 135(1): 261-274 (2005) - [j3]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): 581-600 (2005) - [c6]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
Using Optimization-Based Classification Method for Massive Datasets. AMCIS 2005: 110 - [c5]Yi Peng, Nian Yan, Gang Kou, Zhengxin Chen, Yong Shi:
Document Clustering in Antimicrobial Peptides Research. AMCIS 2005: 331 - [c4]Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen:
Improving Clustering Analysis for Credit Card Accounts Classification. International Conference on Computational Science (3) 2005: 548-553 - 2004
- [c3]Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen:
A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. CASDMKM 2004: 145-153 - [c2]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: 931-939 - 2003
- [j2]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): 453-473 (2003) - [c1]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: 54-63 - 2002
- [j1]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): 131-151 (2002)
Coauthor Index
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