dc.contributor.author | Çakar, Tarık | |
dc.contributor.author | Köker, Raşit | |
dc.contributor.author | Narin, Muhammed Ali | |
dc.date.accessioned | 2023-08-11T18:07:31Z | |
dc.date.available | 2023-08-11T18:07:31Z | |
dc.date.issued | 2021 | en_US |
dc.identifier.issn | 2217-8309 | |
dc.identifier.issn | 2217-8333 | |
dc.identifier.uri | https://hdl.handle.net/11363/5261 | |
dc.description.abstract | In this study the prediction of efficiency of
four different Bank Branches have been done by using
Neurotic Fuzzy Data Envelopment Analysis approach.
In the first stage of the study, Artificial Neural
Network (ANN) model has been modelled and trained
using the last five years data. The data belonging any
year has been taken as input of ANN, next year data
has been defined as output of ANN. Fuzzyfication
process has been applied to obtained predictions based
on asking managers of bank branches, after Fuzzy
Data Envelopment Analysis process has been applied
to fuzzy values. As a result, the bank branches
parameters belonging to 2021 year have been obtained.
The efficiency of 2021 for bank branches have been
calculated based on Fuzzy Data Envelopment Analysis
(FDEA). | en_US |
dc.language.iso | eng | en_US |
dc.publisher | UIKTEN - ASSOC INFORMATION COMMUNICATION TECHNOLOGY EDUCATION & SCIENCE, HILMA ROZAJCA 15, NOVI PAZAR 36300, SERBIA | en_US |
dc.relation.isversionof | 10.18421/TEM104-36 | en_US |
dc.rights | info:eu-repo/semantics/openAccess | en_US |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 United States | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/us/ | * |
dc.subject | Artificial Neural Networks | en_US |
dc.subject | Forecasting | en_US |
dc.subject | Fuzzy Data Envelopment Analysis | en_US |
dc.title | Neurotic Fuzzy-Data-Envelopment Analysis to Forecast Efficiency of Bank Branches | en_US |
dc.type | article | en_US |
dc.relation.ispartof | TEM JOURNAL - Technology, Education, Management, Informatics | en_US |
dc.department | Mühendislik ve Mimarlık Fakültesi | en_US |
dc.identifier.volume | 10 | en_US |
dc.identifier.issue | 4 | en_US |
dc.identifier.startpage | 1751 | en_US |
dc.identifier.endpage | 1760 | en_US |
dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.contributor.institutionauthor | Çakar, Tarık | |