Financial Risk Prediction Using Rough Sets Tools: A Case Study

Author(s):  
Santiago Eibe ◽  
Raquel Del Saz ◽  
Covadonga Fernández ◽  
Óscar Marbán ◽  
Ernestina Menasalvas ◽  
...  
2021 ◽  
Vol 275 ◽  
pp. 116651
Author(s):  
Xinchen He ◽  
Hua Wang ◽  
Wei Zhuang ◽  
Dongfang Liang ◽  
Yanhui Ao

2018 ◽  
Vol 2018 ◽  
pp. 1-9
Author(s):  
Jia Liu ◽  
Shiyong Li ◽  
Xiaoxia Zhu

In recent years, internet development provides new channels and opportunities for small- and middle-sized enterprises’ (SMEs) financing. Supply chain finance is a hot topic in theoretical and practical circles. Financial institutions transform materialized capital flows into online data under big data scenario, which provides networked, precise, and computerized financial services for SMEs in the supply chain. By drawing on the risk management theory in economics and the distributed hydrological model in hydrology, this paper presents a supply chain financial risk prediction method under big data. First, we build a “hydrological database” used for the risk analysis of supply chain financing under big data. Second, we construct the risk identification models of “water circle model,” “surface runoff model,” and “underground runoff model” and carry on the risk prediction from the overall level (water circle). Finally, we launch the supply chain financial risk analysis from breadth level (surface runoff) and depth level (underground runoff); moreover, we integrate the analysis results and make financial decisions. The results can enrich the research on risk management of supply chain finance and provide feasible and effective risk prediction methods and suggestions for financial institutions.


2021 ◽  
Vol 3 (1) ◽  
pp. 12-16
Author(s):  
Stephanie Chin ◽  
Sidney Pink

This teaching case study examines how Single Carrot Theatre in Baltimore, Maryland used adaptive capacity, leadership structures and risk assessment to implement a large organizational and artistic pivot. The case study is designed for undergraduate students to analyze how an established arts organization in financial risk can pivot from a traditional model to an innovative business structure while managing financial sustainability, audience growth and artistic vision. The Instructor’s Manual includes learning objectives, sample questions and additional resources to guide discussion around organizational culture and the important role of artistic vision in arts organizations.


2021 ◽  
pp. 1-11
Author(s):  
Jie Yang ◽  
Tian Luo ◽  
Lijuan Zeng ◽  
Xin Jin

Neighborhood rough sets (NRS) are the extended model of the classical rough sets. The NRS describe the target concept by upper and lower neighborhood approximation boundaries. However, the method of approximately describing the uncertain target concept with existed neighborhood information granules is not given. To solve this problem, the cost-sensitive approximation model of the NRS is proposed in this paper, and its related properties are analyzed. To obtain the optimal approximation granular layer, the cost-sensitive progressive mechanism is proposed by considering user requirements. The case study shows that the reasonable granular layer and its approximation can be obtained under certain constraints, which is suitable for cost-sensitive application scenarios. The experimental results show that the advantage of the proposed approximation model, moreover, the decision cost of the NRS approximation model will monotonically decrease with granularity being finer.


2018 ◽  
pp. 917-931
Author(s):  
Simon S. Gao ◽  
Serge Oreal ◽  
Jane Zhang

This study investigated the current perceptions and practices of financial risk management at small businesses in China. The researchers took an interpretative approach, using interviews within a case study, to collect qualitative data from Chinese business owners. Despite the well-documented importance of financial risk management in light of the 2008 global financial crises, surprisingly, the data indicated that little progress has been made on implementing an effective financial risk management in many Chinese small businesses. Analysis indicated the core problems in the case study organization stemmed from a lack of expertise, along with insufficient operational resources, for applying risk management. Interestingly, the researchers also found that Chinese small business managers perceived financial risks differently from managers of large organizations in China. Specifically, small business owners preferred to utilize risk transfer and insurance cover to hedge against financial risk.


2018 ◽  
Vol 35 ◽  
pp. 3-12 ◽  
Author(s):  
Francisco Jesus Jimenez Serrano ◽  
Antonin Kazda
Keyword(s):  

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