A non-radial directional distance method on classifying inputs and outputs in DEA: Application to banking industry
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F18%3A10236078" target="_blank" >RIV/61989100:27510/18:10236078 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1016/j.eswa.2017.09.034" target="_blank" >https://doi.org/10.1016/j.eswa.2017.09.034</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.eswa.2017.09.034" target="_blank" >10.1016/j.eswa.2017.09.034</a>
Alternative languages
Result language
angličtina
Original language name
A non-radial directional distance method on classifying inputs and outputs in DEA: Application to banking industry
Original language description
The original Data Envelopment Analysis (DEA) models have required an assumption that the status of all inputs and outputs be known exactly, whilst we may face a case with some flexible performance measures whose status is unknown. Some classifier approaches have been proposed in order to deal with flexible measures. This contribution develops a new classifier non-radial directional distance method with the aim of taking into account input contraction and output expansion, simultaneously, in the presence of flexible measures. To make the most appropriate decision for flexible measures, we suggest two pessimistic and optimistic approaches from both individual and summative points of view. Finally, a numerical real ex- ample in the banking system in the countries of the Visegrad Four (i.e. Czech Republic, Hungary, Poland, and Slovakia) is presented to elaborate applicability of the proposed method.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10102 - Applied mathematics
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Expert Systems with Applications
ISSN
0957-4174
e-ISSN
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Volume of the periodical
92
Issue of the periodical within the volume
02/2018
Country of publishing house
GB - UNITED KINGDOM
Number of pages
12
Pages from-to
495-506
UT code for WoS article
000414107100038
EID of the result in the Scopus database
2-s2.0-85030707649