Fuzzy Logic and Its Uses in Finance: A Systematic Review Exploring Its Potential to Deal with Banking Crises
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Masafumi Nakano & Akihiko Takahashi & Soichiro Takahashi, 2017. "Fuzzy Logic-based Portfolio Selection with Particle Filtering and Anomaly Detection," CIRJE F-Series CIRJE-F-1037, CIRJE, Faculty of Economics, University of Tokyo.
- Malhotra, Rashmi & Malhotra, D. K., 2002. "Differentiating between good credits and bad credits using neuro-fuzzy systems," European Journal of Operational Research, Elsevier, vol. 136(1), pages 190-211, January.
- Sinkey, Joseph F, Jr, 1975. "A Multivariate Statistical Analysis of the Characteristics of Problem Banks," Journal of Finance, American Finance Association, vol. 30(1), pages 21-36, March.
- Shapiro, Arnold F., 2002. "The merging of neural networks, fuzzy logic, and genetic algorithms," Insurance: Mathematics and Economics, Elsevier, vol. 31(1), pages 115-131, August.
- Muzzioli, Silvia & Torricelli, Costanza, 2004. "A multiperiod binomial model for pricing options in a vague world," Journal of Economic Dynamics and Control, Elsevier, vol. 28(5), pages 861-887, February.
- Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
- Nazemi, Abdolreza & Fatemi Pour, Farnoosh & Heidenreich, Konstantin & Fabozzi, Frank J., 2017. "Fuzzy decision fusion approach for loss-given-default modeling," European Journal of Operational Research, Elsevier, vol. 262(2), pages 780-791.
- Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
- Wilms, Philip & Swank, Job & de Haan, Jakob, 2018. "Determinants of the real impact of banking crises: A review and new evidence," The North American Journal of Economics and Finance, Elsevier, vol. 43(C), pages 54-70.
- Smets, Frank & Collard, Fabrice & Boissay, Frédéric, 2013. "Booms and systemic banking crises," Working Paper Series 1514, European Central Bank.
- Wanke, Peter & Azad, Abul Kalam & Emrouznejad, Ali, 2018. "Efficiency in BRICS banking under data vagueness: A two-stage fuzzy approach," Global Finance Journal, Elsevier, vol. 35(C), pages 58-71.
- Altman, Edward I., 1977. "Predicting performance in the savings and loan association industry," Journal of Monetary Economics, Elsevier, vol. 3(4), pages 443-466, October.
- Carlo Alberto Magni & Stefano Malagoli & Giovanni Mastroleo, 2006.
"An Alternative Approach To Firms' Evaluation: Expert Systems And Fuzzy Logic,"
International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 5(01), pages 195-225.
- Magni, Carlo Alberto, 2004. "An alternative approach to firms’ evaluation: expert systems and fuzzy logic," MPRA Paper 7879, University Library of Munich, Germany.
- Juana Rivera-Lirio & María Muñoz-Torres, 2010. "The Effectiveness of the Public Support Policies for the European Industry Financing as a Contribution to Sustainable Development," Journal of Business Ethics, Springer, vol. 94(4), pages 489-515, July.
- King, Michael R., 2013. "The Basel III Net Stable Funding Ratio and bank net interest margins," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4144-4156.
- Arenas Parra, M. & Bilbao Terol, A. & Rodriguez Uria, M. V., 2001. "A fuzzy goal programming approach to portfolio selection," European Journal of Operational Research, Elsevier, vol. 133(2), pages 287-297, January.
- Aghaei Chadegani, Arezoo & Salehi, Hadi & Md Yunus, Melor & Farhadi, Hadi & Fooladi, Masood & Farhadi, Maryam & Ale Ebrahim, Nader, 2013. "A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases," MPRA Paper 46898, University Library of Munich, Germany, revised 18 Mar 2013.
- David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
- Shapiro, Arnold F., 2004. "Fuzzy logic in insurance," Insurance: Mathematics and Economics, Elsevier, vol. 35(2), pages 399-424, October.
- Masafumi Nakano & Akihiko Takahashi & Soichiro Takahashi, 2017. "Fuzzy Logic-based Portfolio Selection with Particle Filtering and Anomaly Detection," CIRJE F-Series CIRJE-F-1037, CIRJE, Faculty of Economics, University of Tokyo.
- Etienne E. Kerre & John N. Mordeson, 2005. "A Historical Overview Of Fuzzy Mathematics," New Mathematics and Natural Computation (NMNC), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 1-26.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Monzur Hossain & Naoyuki Yoshino & Kenmei Tsubota, 2023. "Sustainable Financing Strategies for the SMEs: Two Alternative Models," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Thomas B. King & Daniel A. Nuxoll & Timothy J. Yeager, 2006.
"Are the causes of bank distress changing? can researchers keep up?,"
Review, Federal Reserve Bank of St. Louis, vol. 88(Jan), pages 57-80.
- Thomas B. King & Timothy J. Yeager, 2004. "Are the causes of bank distress changing? can researchers keep up?," Supervisory Policy Analysis Working Papers 2004-07, Federal Reserve Bank of St. Louis.
- Swami, Onkar Shivraj & Vishnu Kumar, N. Arun & Baruah, Palash, 2012. "Determinants of the exit decision of foreign banks in India," MPRA Paper 38722, University Library of Munich, Germany.
- Andrea Bedin & Monica Billio & Michele Costola & Loriana Pelizzon, 2019.
"Credit Scoring in SME Asset-Backed Securities: An Italian Case Study,"
JRFM, MDPI, vol. 12(2), pages 1-28, May.
- Bedin, Andrea & Billio, Monica & Costola, Michele & Pelizzon, Loriana, 2019. "Credit scoring in SME asset-backed securities: An Italian case study," SAFE Working Paper Series 262, Leibniz Institute for Financial Research SAFE.
- Patricia Harrison & Wade R. Ragas, 1995. "Financial variables contributing to savings and loan failures from 1980–1989," Review of Financial Economics, John Wiley & Sons, vol. 4(2), pages 197-210, March.
- Akkoç, Soner, 2012. "An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish cred," European Journal of Operational Research, Elsevier, vol. 222(1), pages 168-178.
- Harrison, Patricia & Ragas, Wade R., 1995. "Financial variables contributing to savings and loan failures from 1980-1989," Review of Financial Economics, Elsevier, vol. 4(2), pages 197-210.
- Li Xian Liu & Shuangzhe Liu & Milind Sathye, 2021. "Predicting Bank Failures: A Synthesis of Literature and Directions for Future Research," JRFM, MDPI, vol. 14(10), pages 1-24, October.
- Le, Hong Hanh & Viviani, Jean-Laurent, 2018.
"Predicting bank failure: An improvement by implementing a machine-learning approach to classical financial ratios,"
Research in International Business and Finance, Elsevier, vol. 44(C), pages 16-25.
- Hong Hanh Le & Jean-Laurent Viviani, 2018. "Predicting bank failure: An improvement by implementing machine learning approach on classical financial ratios," Post-Print halshs-01615106, HAL.
- Daniel Porath, 2006. "Estimating probabilities of default for German savings banks and credit cooperatives," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 58(3), pages 214-233, July.
- Paola Cerchiello & Paolo Giudici, 2014. "Conditional graphical models for systemic risk measurement," DEM Working Papers Series 087, University of Pavia, Department of Economics and Management.
- repec:mth:ijafr8:v:8:y:2018:i:3:p:39-50 is not listed on IDEAS
- Tarek Ibrahim Eldomiaty & Mohamed Hashem Rashwan & Mohamed Bahaa El Din & Waleed Tayel, 2016. "Firm, industry and economic determinants of working capital at risk," International Journal of Financial Engineering (IJFE), World Scientific Publishing Co. Pte. Ltd., vol. 3(04), pages 1-29, December.
- Kolari, James & Glennon, Dennis & Shin, Hwan & Caputo, Michele, 2002. "Predicting large US commercial bank failures," Journal of Economics and Business, Elsevier, vol. 54(4), pages 361-387.
- Jos� Eduardo Gómez-González, 2012.
"Failing and Merging as Competing Alternatives during Times of Financial Distress: Evidence from the Colombian Financial Crisis,"
International Economic Journal, Taylor & Francis Journals, vol. 26(4), pages 655-671, October.
- Jose Eduardo Gómez-González & Juan carlos Mendoza, 2010. "Failing and Merging as Competing Alternatives during Times of Financial Distress: Evidence from the Colombian Financial Crisis," Borradores de Economia 588, Banco de la Republica de Colombia.
- Jose Eduardo Gómez-González & Juan Carlos Mendoza, 2010. "Failing and Merging as Competing Alternatives during Times of Financial Distress: Evidence from the Colombian Financial Crisis," Borradores de Economia 6726, Banco de la Republica.
- Zeineb Affes & Rania Hentati-Kaffel, 2016. "Predicting US banks bankruptcy: logit versus Canonical Discriminant analysis," Post-Print halshs-01281948, HAL.
- Tania Hamid & Farzana Akter & Naharin Rab, 2016. "Prediction of Financial Distress of Non-Bank Financial Institutions of Bangladesh using Altman’s Z Score Model," International Journal of Business and Management, Canadian Center of Science and Education, vol. 11(12), pages 261-261, November.
- Espahbodi, Hassan & Espahbodi, Pouran, 2003. "Binary choice models and corporate takeover," Journal of Banking & Finance, Elsevier, vol. 27(4), pages 549-574, April.
- Zeineb Affes & Rania Hentati-Kaffel, 2016.
"Predicting US banks bankruptcy: logit versus Canonical Discriminant analysis,"
Documents de travail du Centre d'Economie de la Sorbonne
16016, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Zeineb Affes & Rania Hentati-Kaffel, 2016. "Predicting US banks bankruptcy: logit versus Canonical Discriminant analysis," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01281948, HAL.
- Nicoleta Barbuta-Misu, 2012. "Aggregated Index for Modelling the Influence of Financial Variables on Enterprise Performance," EuroEconomica, Danubius University of Galati, issue 2(31), pages 155-165, May.
- Polsiri, Piruna & Jiraporn, Pornsit, 2012. "Political connections, ownership structure, and financial institution failure," Journal of Multinational Financial Management, Elsevier, vol. 22(1), pages 39-53.
- Josep Patau & Antonio Somoza & Salvador Torra, 2020. "Diagnosis of the Domino Effect in Bankruptcy Situations Through Positioning Maps and Their Evolution 10 Years Later," SAGE Open, , vol. 10(4), pages 21582440209, December.
More about this item
Keywords
fuzzy logic; finance; banking; banking crisis management;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:7:y:2019:i:11:p:1091-:d:285801. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.