Yi Peng

发表

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

Zhengxin Chen, Yi Peng, Gang Kou, 2008, Int. J. Inf. Technol. Decis. Mak..

THE DYNAMIC EFFECTS OF ONLINE PRODUCT REVIEWS ON PURCHASE DECISIONS

Yi Peng, Gang Kou, Jia Chen, 2018, Technological and Economic Development of Economy.

Dynamic fuzzy multiple criteria decision making for performance evaluation

Yi Peng, Gang Kou, Guangxu Li, 2015 .

FAMCDM: A fusion approach of MCDM methods to rank multiclass classification algorithms

Yi Peng, Gang Kou, Yong Shi, 2011 .

DMCDM: A dynamic multi criteria decision making model for sovereign credit default risk evaluation

Yi Peng, Gang Kou, Chunwei Lou, 2010, The 2nd International Conference on Software Engineering and Data Mining.

Support A simple method to improve the consistency ratio of the pairwise comparison matrix in ANP

Yi Peng, Gang Kou, Yong Shi, 2011 .

Improved AHP-group decision making for investment strategy selection

Yi Peng, Gang Kou, Daji Ergu, 2012 .

MACHINE LEARNING METHODS FOR SYSTEMIC RISK ANALYSIS IN FINANCIAL SECTORS

Yi Peng, Gang Kou, E. Herrera‐Viedma, 2019, Technological and Economic Development of Economy.

Multi-Level Opinion Dynamics under Bounded Confidence

Yi Peng, Gang Kou, Yiyi Zhao, 2012, PloS one.

Group decision-making using improved multi-criteria decision making methods for credit risk analysis

Yi Peng, Gang Kou, Wenshuai Wu, 2016 .

Personal Credit Management

Yi Peng, Gang Kou, Yong Shi, 2011 .

Application of Classification Methods to Individual Disability Income Insurance Fraud Detection

Deepak Khazanchi, Zhengxin Chen, Yi Peng, 2007, International Conference on Computational Science.

An optimization model integrating different preference formats

Yi Peng, Gang Kou, Xiangrui Chao, 2016, 2016 6th International Conference on Computers Communications and Control (ICCCC).

IBMM for Rank Reversal

Yi Peng, Gang Kou, Yong Shi, 2013 .

Introduction to Data Mining Techniques via Multiple Criteria Optimization Approaches and Applications

Zhengxin Chen, Yi Peng, Gang Kou, 2007 .

HIV-1 Informatics

Yi Peng, Gang Kou, Yong Shi, 2011 .

Advancing Innovation and Development of IT and Quantitative Management: Preface for ITQM 2013

Zhengxin Chen, Lean Yu, Yi Peng, 2013, ITQM.

Optimization-based Data Mining Techniques with Applications

Yi Peng, Gang Kou, Shingo Aoki, 2005 .

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

Yi Peng, Gang Kou, Wenshuai Wu, 2018, J. Oper. Res. Soc..

DYNAMIC THRESHOLDS OF GEOMETRIC CONSISTENCY INDEX ASSOCIATED WITH PAIRWISE COMPARISON MATRIX

Yi Peng, Gang Kou, M. Hefni, 2022, Technological and Economic Development of Economy.

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

Enrique Herrera-Viedma, Gang Kou, Yi Peng, 2021, Eur. J. Oper. Res..

Preface: the eighth workshop on optimization based techniques for emerging data mining problems (OEDM)

Heeseok Lee, Kin Keung Lai, Yi Peng, 2013, ICDM 2013.

Document Clustering in Antimicrobial Peptides Research

Zhengxin Chen, Yi Peng, Gang Kou, 2005, AMCIS.

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

Philip S. Yu, Yi Peng, Gang Kou, 2021, IEEE Transactions on Cybernetics.

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

Yi Peng, Gang Kou, Xiangrui Chao, 2022, Inf. Sci..

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

Zhengxin Chen, Yi Peng, Gang Kou, 2008, Decis. Support Syst..

A Cost-sensitive Multi-criteria Quadratic Programming Model

Yi Peng, Xiangrui Chao, Yi Peng, 2015, ITQM.

Support Vector Machines for Multi-class Classification Problems

Yi Peng, Gang Kou, Yong Shi, 2011 .

MCDM approach to evaluating bank loan default models

Yi Peng, Gang Kou, Chen Lu, 2014 .

A Multicriteria Decision Making Approach for Estimating the Number of Clusters in a Data Set

Yi Peng, Gang Kou, Yong Shi, 2012, PloS one.

Unsupervised and Semi-supervised Support Vector Machines

Yi Peng, Gang Kou, Yong Shi, 2011 .

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

Yi Peng, Yongming Song, Yi Peng, 2019, IEEE Access.

Optimization Based Data Mining: Theory and Applications

Jianping Li, Yi Peng, Gang Kou, 2011, Advanced Information and Knowledge Processing.

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

Yi Peng, Gang Kou, Yong Shi, 2007, Int. J. Comput. Math..

Minimum Mean Square Error Estimators for the Exponential SSALT Model

Yi Peng, Gang Kou, Yang Chen, 2016, Informatica.

Evaluation of clustering algorithms for financial risk analysis using MCDM methods

Yi Peng, Gang Kou, Guoxun Wang, 2014, Inf. Sci..

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

Yong Xu, Yi Peng, Gang Kou, 2021, Decis. Support Syst..

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

Tie Li, Gang Kou, Yi Peng, 2020, Inf. Syst..

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

Yong Shi, Yi Peng, Gang Kou, 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Discovering Credit Cardholders’ Behavior by Multiple Criteria Linear Programming

Yi Peng, Gang Kou, Yong Shi, 2005, Ann. Oper. Res..

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

Yi Peng, Yong Shi, Weixuan Xu, 2002, Int. J. Inf. Technol. Decis. Mak..

Estimating priorities from relative deviations in pairwise comparison matrices

Yu Zhang, Yi Peng, Gang Kou, 2021, Inf. Sci..

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

Yi Peng, Gang Kou, Haomin Wang, 2021, Appl. Soft Comput..

Soft consensus cost models for group decision making and economic interpretations

Yi Peng, Gang Kou, Huanhuan Zhang, 2019, Eur. J. Oper. Res..

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

Yi Peng, Gang Kou, Yong Shi, 2003, Optim. Methods Softw..

BEHAVIOR MONITORING METHODS FOR TRADE-BASED MONEY LAUNDERING INTEGRATING MACRO AND MICRO PRUDENTIAL REGULATION: A CASE FROM CHINA

Yi Peng, Gang Kou, Fawaz E. Alsaadi, 2019, Technological and Economic Development of Economy.

An empirical study of classification algorithm evaluation for financial risk prediction

Gang Kou, Yong Shi, Guoxun Wang, 2011, Appl. Soft Comput..

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

Gang Kou, Yang Chen, Pei Yang, 2020, Appl. Soft Comput..

A Group Decision Making Model for Integrating Heterogeneous Information

Yi Peng, Gang Kou, Guangxu Li, 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Evaluation of Classification Algorithms Using MCDM and Rank Correlation

Yi Peng, Gang Kou, Yong Shi, 2012, Int. J. Inf. Technol. Decis. Mak..

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

Yi Peng, Gang Kou, Yong Shi, 2011, The Journal of Supercomputing.

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

Yi Peng, Daji Ergu, Yi Peng, 2013, The Journal of Supercomputing.

Time-dependent vehicle routing problem with time windows of city logistics with a congestion avoidance approach

Yi Peng, Gang Kou, Fawaz E. Alsaadi, 2020, Knowl. Based Syst..

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

Yi Peng, Xiangrui Chao, Yi Peng, 2018, J. Oper. Res. Soc..

Multiple Criteria Quadratic Programming

Yi Peng, Gang Kou, Yong Shi, 2011 .

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

Zhengxin Chen, Gang Kou, Yong Shi, 2005, Int. J. Inf. Technol. Decis. Mak..

Network surveillance and multi-group intrusion classification

Zhengxin Chen, Yi Peng, Gang Kou, 2005, Proceedings of ICSSSM '05. 2005 International Conference on Services Systems and Services Management, 2005..

A Set of Data Mining Models to Classify Credit Cardholder Behavior

Yi Peng, Gang Kou, Yong Shi, 2003, International Conference on Computational Science.

Consensus reaching process in large-scale group decision making based on bounded confidence and social network

Yi Peng, Gang Kou, Guangxu Li, 2022, Eur. J. Oper. Res..

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

Zhengxin Chen, Yi Peng, Gang Kou, 2009, Inf. Sci..

A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection

Xiaojun Chen, Zhengxin Chen, Yi Peng, 2004, CASDMKM.

Intelligent Knowledge Management

Yi Peng, Gang Kou, Yong Shi, 2011 .

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

Gang Kou, Daji Ergu, Yong Shi, 2011, Eur. J. Oper. Res..

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

Yi Peng, Gang Kou, Haomin Wang, 2020, J. Oper. Res. Soc..

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

Fawaz E. Alsaadi, Gang Kou, Jia Chen, 2020, Internet Res..

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

Yi Peng, Gang Kou, Haomin Wang, 2022, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

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

Fawaz E. Alsaadi, Gang Kou, Yi Peng, 2020, Annals of Operations Research.

TWO-STAGE PRIORITIZATION PROCEDURE FOR MULTIPLICATIVE AHP-GROUP DECISION MAKING

Changsheng LIN, Gang KOU, Yi PENG, 2020 .

Intelligent Collaborative Support System for AHP-Group Decision Making

Yi Peng, Gang Kou, Yang Chen, 2017 .

Yi Peng, Gang Kou, Xiangrui Chao, 2016, Int. J. Comput. Commun. Control.

IBMM for Missing Data Estimation

Yi Peng, Gang Kou, Yong Shi, 2013 .

IBMM for Inconsistent Data Identification and Adjustment in the AHP/ANP

Yi Peng, Gang Kou, Daji Ergu, 2013 .

BIMM: A Bias Induced Matrix Model for Incomplete Reciprocal Pairwise Comparison Matrix

Yi Peng, Gang Kou, Daji Ergu, 2011 .

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

Yi Peng, Gang Kou, Yong Shi, 2011, Int. J. Inf. Technol. Decis. Mak..

FMCDM: A fuzzy multi-criteria decision-making hybrid approach to evaluate the damage level of typhoon: Integration of fuzzy AHP and fuzzy TOPSIS

Yi Peng, Yu Shi, Yong Shi, 2010, The 3rd International Conference on Information Sciences and Interaction Sciences.

An Application of Latent Semantic Analysis for Text Categorization

Yi Peng, Gang Kou, Yi Peng, 2015, Int. J. Comput. Commun. Control.

User preferences based software defect detection algorithms selection using MCDM

Honggang Wang, Guoxun Wang, Yi Peng, 2012, Inf. Sci..

A Dynamic Assessment Method for Urban Eco-environmental Quality Evaluation

Yi Peng, Gang Kou, Yong Shi, 2011 .

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

Yi Peng, Gang Kou, Yi Peng, 2008, 2008 Fourth International Conference on Networked Computing and Advanced Information Management.

A Standard Process for Data Mining Based Software Debugging

Yi Peng, Gang Kou, Yi Peng, 2008, 2008 Fourth International Conference on Networked Computing and Advanced Information Management.

Network Intrusion Detection by Multi-group Mathematical Programming based Classifier

Zhengxin Chen, Yi Peng, Gang Kou, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

A Bibliography Analysis of Multi-Criteria Decision Making in Computer Science (1989-2009)

Yi Peng, Gang Kou, Yi Peng, 2009 .

Heterogeneous Large-Scale Group Decision Making Using Fuzzy Cluster Analysis and Its Application to Emergency Response Plan Selection

Yi Peng, Gang Kou, Guangxu Li, 2022, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Regional earthquake vulnerability assessment using a combination of MCDM methods

Yi Peng, Yi Peng, 2015, Ann. Oper. Res..

A Fuzzy PROMETHEE Approach for Mining Customer Reviews in Chinese

Yi Peng, Jun Li, Gang Kou, 2014, Arabian Journal for Science and Engineering.

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

Yi Peng, Gang Kou, Enrique Herrera-Viedma, 2021, Appl. Soft Comput..

Nonlinear manifold learning for early warnings in financial markets

Yi Peng, Gang Kou, Yan Huang, 2017, Eur. J. Oper. Res..

Empirical Evaluation of Classifiers for Software Risk Management

Honggang Wang, Yi Peng, Gang Kou, 2009, Int. J. Inf. Technol. Decis. Mak..

An efficient consensus reaching framework for large-scale social network group decision making and its application in urban resettlement

Yi Peng, Gang Kou, Enrique Herrera-Viedma, 2021, Inf. Sci..

Mission Availability for Bounded-Cumulative-Downtime System

Yu Zhou, Yi Peng, Gang Kou, 2013, PloS one.

An Entropy-Weighted Clustering Method for Environmental Pollution Assessment in China

Yi Peng, Gang Kou, Yi Peng, 2011 .

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

Yi Peng, Gang Kou, Huanhuan Zhang, 2021, J. Oper. Res. Soc..

Cost-sensitive classifiers in credit rating: A comparative study on P2P lending

Yi Peng, Haomin Wang, Gang Kou, 2018, 2018 7th International Conference on Computers Communications and Control (ICCCC).

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

Yi Peng, Gang Kou, Daji Ergu, 2013, The Journal of Supercomputing.

Location-Routing Problem for Relief Distribution in the Early Post-Earthquake Stage from the Perspective of Fairness

Yi Peng, Gang Kou, Fawaz E. Alsaadi, 2019, Sustainability.

Application of Clustering Methods to Health Insurance Fraud Detection

Zhengxin Chen, Yi Peng, Gang Kou, 2006, 2006 International Conference on Service Systems and Service Management.

NETWORK RESILIENCE IN THE FINANCIAL SECTORS: ADVANCES, KEY ELEMENTS, APPLICATIONS, AND CHALLENGES FOR FINANCIAL STABILITY REGULATION

Yi Peng, Gang Kou, Xiangrui Chao, 2022, Technological and Economic Development of Economy.

A Hybrid Strategy for Clustering Data Mining Documents

Zhengxin Chen, Yi Peng, Gang Kou, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

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

Gang Kou, Enrique Herrera-Viedma, Juan Antonio Morente-Molinera, 2018, Inf. Sci..

How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight

Yi Peng, Gang Kou, Yucheng Dong, 2021, Annals of Operations Research.

Knowledge-Rich Data Mining in Financial Risk Detection

Yi Peng, Gang Kou, Yong Shi, 2009, ICCS.

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

Yi Peng, Gang Kou, Yang Chen, 2018, Inf. Sci..

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

Yu Zhou, Fawaz E. Alsaadi, Hui Xiao, 2020, Reliab. Eng. Syst. Saf..

Simulation Experiments for Improving the Consistency Ratio of Reciprocal Matrices

Gang Kou, Daji Ergu, Xinfeng Yang, 2014, Int. J. Comput. Commun. Control.

Estimating the missing values for the incomplete decision matrix and consistency optimization in emergency management

Yi Peng, Mingshan Zhang, Daji Ergu, 2016 .

A New Consistency Test Index for the Data in the AHP/ANP

Yi Peng, Gang Kou, Daji Ergu, 2013 .

epsilon-Support Vector and Large-Scale Data Mining Problems

Zhengxin Chen, Yi Peng, Gang Kou, 2007, International Conference on Computational Science.

Jie Ke versus AlphaGo: A ranking approach using decision making method for large-scale data with incomplete information

Yi Peng, Gang Kou, Tie Li, 2018, Eur. J. Oper. Res..

An Integrated Feature Selection and Classification Scheme

Yong Shi, Yi Peng, Gang Kou, 2012 .

An ensemble clustering model for mining concept drifting stream data in emergency management

Yi Peng, Gang Kou, Jun Li, 2012, DM-IKM '12.

A new representation learning approach for credit data analysis

Yi Peng, Gang Kou, Tie Li, 2023, Inf. Sci..

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

Fawaz E. Alsaadi, Gang Kou, Yi Peng, 2019, ICDS.

Network intrusion detection

Yi Peng, Yong Shi, Yingjie Tian, 1994, IEEE Netw..

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

Yi Peng, Gang Kou, Philip S. Yu, 2021, Inf. Sci..

The interaction of multiple information on multiplex social networks

Yi Peng, Gang Kou, Ruijie Wang, 2022, Inf. Sci..

Deep learning based dual encoder retrieval model for citation recommendation

Yi Peng, Gang Kou, Fang Da, 2022, Technological Forecasting and Social Change.

Multicriteria Decision Making Approach for Cluster Validation

Jun Li, Gang Kou, Yong Shi, 2012, ICCS.

Credit Risk Evaluation by Improved MCDM Models

Yi Peng, Gang Kou, Wenshuai Wu, 2012, 2012 Fifth International Conference on Business Intelligence and Financial Engineering.

Minimum Cost Consensus Models Measuring Moderator’s Preference on Consensus Levels

Yi Peng, Gang Kou, Huanhuan Zhang, 2023, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Support Vector Machines for Classification Problems

Yi Peng, Gang Kou, Yong Shi, 2011 .

Applications of IBMM

Yi Peng, Gang Kou, Yong Shi, 2013 .

Structural Model for Determining Enterprise Group’s Integrated Lines of Credit

GANG KOU, LIN CHEN, ZONGFANG ZHOU, 2011, Int. J. Inf. Technol. Decis. Mak..

Editorial: Multiple criteria decision making and operations research

Yi Peng, Yong Shi, 2012, Annals of Operations Research.

Using Optimization-Based Classification Method for Massive Datasets

Zhengxin Chen, Yi Peng, Gang Kou, 2005, AMCIS.