Review of multi-criteria decision-making methods in finance using explainable artificial intelligence

J Černevičienė, A Kabašinskas - Frontiers in artificial intelligence, 2022 - frontiersin.org
The influence of Artificial Intelligence is growing, as is the need to make it as explainable as
possible. Explainability is one of the main obstacles that AI faces today on the way to more …

Ranking-based MCDM models in financial management applications: analysis and emerging challenges

AI Marqués, V García, JS Sánchez - Progress in Artificial Intelligence, 2020 - Springer
Over the last decades, the academic and professional communities have paid much
attention toward the use of multi-criteria decision-making methods in a range of business …

An objectıve criteria proposal for the comparison of MCDM and weighting methods in financial performance measurement: An application in Borsa Istanbul

M Baydaş, OE Elma - Decision Making: Applications in …, 2021 - dmame-journal.org
Financial performance research with multi-criteria decision making (MCDM) methods, is a
common subject of study not only for researchers in the finance literature but also in the …

Application of fuzzy AHP approach for financial performance evaluation of Iranian petrochemical sector

M Shaverdi, MR Heshmati, I Ramezani - Procedia Computer Science, 2014 - Elsevier
Organizational performance evaluation is a very vital and sensitive process in any industry.
One of the most crucial aspects of performance assessment is consideration of financial …

Combining fuzzy AHP and fuzzy TOPSIS with financial ratios to design a novel performance evaluation model

M Shaverdi, I Ramezani, R Tahmasebi… - International Journal of …, 2016 - Springer
Financial performance evaluation is a very crucial process for industries in current highly
competitive environment. Therefore, designing an accurate and appropriate performance …

Evaluation of business strategies based on the financial performance of the corporation and investors' behavior using D-CRITIC and fuzzy MULTI-MOORA techniques …

N Ghaemi-Zadeh, M Eghbali-Zarch - Expert Systems with Applications, 2024 - Elsevier
Revealing the complex relationship between corporation-chosen strategies and financial
performance is crucial in navigating today's dynamic business landscape. This research …

Two comparative MCDM approaches for evaluating the financial performance of Iranian basic metals companies

M Farrokh, H Heydari, H Janani - 2016 - sid.ir
Due to the increasing competition and the continuous changes in current business
environments, appropriate evaluation of the companies' performance is a useful tool not only …

Profitability Performance Analysis Of BİST Manufacturing Sub-Sectors With Different Multi Criteria Decision Making Methods

KR Çakalı, G Baloğlu - Akademik Yaklaşımlar Dergisi, 2022 - dergipark.org.tr
The objective of the study is analyzing the profitability performances of the BIST
manufacturing sub-sectors for the period 2019-2021 using different multi-criteria decision …

Designing a Decision Support System for Ranking the Subsidiaries in Multi-disciplined Holding Companies

M Mehrabanpour, ME Raei Ezabadi… - Modern Research in …, 2019 - journal.saim.ir
In this research is tried to design a Decision Support System for ranking the subsidiaries in
Multi-disciplined holding companies. Holding companies are one of the most common …

Ranking-based MCDM models in financial management applications: analysis and emerging challenges

V García, AI Marqués, JS Sánchez - Instituto de Ingeniería y …, 2020 - cathi.uacj.mx
Over the last decades, the academic and professional communities have paid much
attention toward the use of multi-criteria decision-making methods in a range of business …