A Risk Feature Recognition Method of Cross-Border Financial Derivatives’ Transaction Based on Fuzzy Support Vector Machine
Open Access
- 1 June 2022
- journal article
- research article
- Published by Hindawi Limited in Mobile Information Systems
- Vol. 2022, 1-11
- https://doi.org/10.1155/2022/3495504
Abstract
The traditional identification methods of transaction risk characteristics mostly use the amount of profit and cost to complete the risk assessment. The conflict between the two will lead to low stability. Therefore, the identification method of transaction risk characteristics of transnational financial derivatives is proposed. The fuzzy support vector machine method is used to identify the risk characteristics of cross-border financial derivatives transactions and compensate the errors in the identification process. The possibility index, severity index, and financial risk index of cross-border financial derivatives transaction risk are calculated, and the financial risks are screened and ranked. The distance from risk element to positive ideal solution and negative ideal solution is defined, and the joint identification model of transaction risk of transnational financial derivatives is constructed to realize the identification of transaction risk characteristics. The experimental results show that the designed method has good recognition effect and high recognition performance.Keywords
Funding Information
- Education Department of Jilin Province (JJKH20221243SK)
This publication has 20 references indexed in Scilit:
- Inquiry‐based mobile learning in secondary school science education: A systematic reviewJournal of Computer Assisted Learning, 2020
- Application of innovative risk early warning mode under big data technology in Internet credit financial risk assessmentJournal of Computational and Applied Mathematics, 2020
- Financial risk protection of Thailand’s universal health coverage: results from series of national household surveys between 1996 and 2015International Journal for Equity in Health, 2020
- Perception of non-financial risk determinants in SMEs in Visegrad countriesOeconomia Copernicana, 2020
- What has been the progress in addressing financial risk in Uganda? Analysis of catastrophe and impoverishment due to health paymentsBMC Health Services Research, 2020
- Antecedents to responsible financial management behavior among young adults: moderating role of financial risk toleranceInternational Journal of Bank Marketing, 2020
- Unequal returns: Using the Atkinson index to measure financial riskJournal of Banking & Finance, 2020
- Writing in Transnational Workplaces: Teaching Strategies for Multilingual EngineersIEEE Transactions on Dependable and Secure Computing, 2019
- Dissatisfaction after service failures as a realized transaction risk: Customer opportunism as a function of external and internal rewardsJournal of Retailing and Consumer Services, 2019
- MINIMIZING THE PROBABILITY OF LIFETIME RUIN: TWO RISKLESS ASSETS WITH TRANSACTION COSTSASTIN Bulletin, 2019