Yi Peng

Overview

Best Publications

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

  Gang Kou;Yi Peng;Guoxun Wang

  818
  Citations

• EVALUATION OF CLASSIFICATION ALGORITHMS USING MCDM AND RANK CORRELATION

  Gang Kou;Yanqun Lu;Yi Peng;Yong Shi

  605
  Citations

• A descriptive framework for the field of data mining and knowledge discovery

  Yong Shi;Zhengxin Chen;Yi Peng

  428
  Citations

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

  Huanhuan Zhang;Gang Kou;Yi Peng

  380
  Citations

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

  Gang Kou;Yong Xu;Yi Peng;Feng Shen

  362
  Citations

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

  Daji Ergu;Gang Kou;Yi Peng;Yong Shi

  361
  Citations

• 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

  351
  Citations

• Optimization Based Data Mining: Theory and Applications

  Yong Shi;Yingjie Tian;Gang Kou;Yi Peng

  318
  Citations

• 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;Enrique Herrera Viedma

  310
  Citations

• A Group Decision Making Model for Integrating Heterogeneous Information

  Guangxu Li;Gang Kou;Yi Peng

  303
  Citations

• Machine learning methods for systemic risk analysis in financial sectors

  Gang Kou;Xiangrui Chao;Yi Peng;Fawaz E. Alsaadi

  292
  Citations

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

  Daji Ergu;Daji Ergu;Gang Kou;Yi Peng;Yong Shi;Yong Shi

  285
  Citations

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

  Yiyi Zhao;Gang Kou;Yi Peng;Yang Chen

  269
  Citations

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

  Yi Peng;Gang Kou;Guoxun Wang;Yong Shi

  247
  Citations

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

  Yi Peng;Yong Zhang;Yu Tang;Shiming Li

  227
  Citations

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

  Yi Peng;Guoxun Wang;Gang Kou;Yong Shi

  226
  Citations

• ENSEMBLE OF SOFTWARE DEFECT PREDICTORS: AN AHP-BASED EVALUATION METHOD

  Yi Peng;Gang Kou;Guoxun Wang;Wenshuai Wu

  224
  Citations

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

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

  207
  Citations

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

  Guangxu Li;Gang Kou;Yi Peng

  174
  Citations

• DATA MINING VIA MULTIPLE CRITERIA LINEAR PROGRAMMING: APPLICATIONS IN CREDIT CARD PORTFOLIO MANAGEMENT

  Yong Shi;Yi Peng;Weixuan Xu;Xiaowo Tang

  164
  Citations

• Network Intrusion Detection

  Yong Shi;Yong Shi;Yingjie Tian;Gang Kou;Yi Peng

  151
  Citations

• Post-seismic supply chain risk management: A system dynamics disruption analysis approach for inventory and logistics planning

  Min Peng;Yi Peng;Hong Chen

  150
  Citations