Individual credit ranking by an integrated interval type-2 trapezoidal fuzzy Electre methodology

被引：37
作者：
Ayyildiz, Ertugrul [1 ]
Taskin Gumus, Alev [1 ]
Erkan, Merve [1 ]
机构：
[1] Yildiz Tech Univ, Dept Ind Engn, TR-34349 Istanbul, Turkey
来源：
SOFT COMPUTING | 2020年 / 24卷 / 21期
关键词：
Credit ranking model; Electre; AHP; Interval type-2 trapezoidal fuzzy numbers; ANALYTIC HIERARCHY PROCESS; DECISION-MAKING; TOPSIS METHOD; AHP; FIRMS; TECHNOLOGY; QUALITY; DELPHI; MODEL;
D O I：
10.1007/s00500-020-04929-1
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, first, it is aimed to determine the most important criteria which affect the credit evaluation process. A type-2 trapezoidal fuzzy analytic hierarchy process method is proposed to analyze the criteria influencing the credit evaluation. Then, a ranking of experts is obtained using a type-2 trapezoidal fuzzy Electre (elimination and choice translating reality English) method. Lastly, the applicants' ranking is determined as a real case. This method is aimed to be used by public and private banks to improve their credit ranking and evaluation strategies. Finally, the applicability and feasibility of the proposed approach are demonstrated by providing the results and sensitivity analysis.
引用
收藏
页码：16149 / 16163
页数：15
相关论文
共 63 条
[1]   Credit scoring and decision making in Egyptian public sector banks [J].
Abdou, Hussein A. ;
Pointon, John .
INTERNATIONAL JOURNAL OF MANAGERIAL FINANCE, 2009, 5 (04) :391-+
[2]   Active Queue Management: A Survey [J].
Adams, Richelle .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2013, 15 (03) :1425-1476
[3]   Fuzzy Logic Models for Non-Programmed Decision-Making in Personnel Selection Processes Based on Gamification [J].
Albadan, Javier ;
Gaona, Paulo ;
Montenegro, Carlos ;
Gonzalez-Crespo, Ruben ;
Herrera-Viedma, Enrique .
INFORMATICA, 2018, 29 (01) :1-20
[4]   A Fuzzy Linguistic RFM Model Applied to Campaign Management [J].
Alberto Carrasco, Ramon ;
Francisca Blasco, Maria ;
Garcia-Madariaga, Jesus ;
Herrera-Viedma, Enrique .
INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2019, 5 (04) :21-27
[5]  
Amanati S, 2014, RES J APPL SCI ENG T, V7, P5179, DOI [10.19026/rjaset.7.915, DOI 10.19026/RJASET.7.915]
[6]  
[Anonymous], 1977, ACCOUNT BUS RES, DOI DOI 10.1080/00014788.1977.9728713
[7]  
Aouam Tarik, 2009, International Journal of Applied Decision Sciences, V2, P151, DOI 10.1504/IJADS.2009.026550
[8]   On the Impact of Policy Uncertainty on Oil Prices: An Asymmetry Analysis [J].
Bahmani-Oskooee, Mohsen ;
Harvey, Hanafiah ;
Niroomand, Farhang .
INTERNATIONAL JOURNAL OF FINANCIAL STUDIES, 2018, 6 (01) :1-11
[9]   Hybrid credit ranking intelligent system using expert system and artificial neural networks [J].
Bahrammirzaee, Arash ;
Ghatari, Ali Rajabzadeh ;
Ahmadi, Parviz ;
Madani, Kurosh .
APPLIED INTELLIGENCE, 2011, 34 (01) :28-46
[10]  
BONISSONE P, 1986, UNCERTAINTY ARTIFICI
1234567