Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence
In today’s rapid development of the economic environment, the company’s financial crisis can significantly reflect the enterprise crisis, and it has a significant impact on the development of the enterprise. Therefore, the prediction of the company’s financial crisis and the establishment of an earl...
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| Format: | Article |
| Language: | English |
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Sciendo
2023-07-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
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| Online Access: | https://doi.org/10.2478/amns.2021.2.00268 |
| _version_ | 1797266178614231040 |
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| author | Li Dongyun |
| author_facet | Li Dongyun |
| author_sort | Li Dongyun |
| collection | DOAJ |
| description | In today’s rapid development of the economic environment, the company’s financial crisis can significantly reflect the enterprise crisis, and it has a significant impact on the development of the enterprise. Therefore, the prediction of the company’s financial crisis and the establishment of an early warning system have important practical significance. Based on the method of pattern recognition and artificial intelligence, this paper establishes a new forecasting model of corporate financial crisis, predicts its financial index data and realises the dynamic financial crisis warning. The model developed in this paper employs pattern recognition and artificial intelligence, and is thus endowed with high classification accuracy, good anti-noise ability and the ability to be sorted according to the importance of its index features. |
| first_indexed | 2024-04-25T00:56:34Z |
| format | Article |
| id | doaj.art-d513f93ea9b5479eb29495efd5d5ad2c |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-04-25T00:56:34Z |
| publishDate | 2023-07-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-d513f93ea9b5479eb29495efd5d5ad2c2024-03-11T10:05:45ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562023-07-01823553356610.2478/amns.2021.2.00268Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligenceLi Dongyun01Jilin Economic Management Cadre College, Changchun, Jilin130021, ChinaIn today’s rapid development of the economic environment, the company’s financial crisis can significantly reflect the enterprise crisis, and it has a significant impact on the development of the enterprise. Therefore, the prediction of the company’s financial crisis and the establishment of an early warning system have important practical significance. Based on the method of pattern recognition and artificial intelligence, this paper establishes a new forecasting model of corporate financial crisis, predicts its financial index data and realises the dynamic financial crisis warning. The model developed in this paper employs pattern recognition and artificial intelligence, and is thus endowed with high classification accuracy, good anti-noise ability and the ability to be sorted according to the importance of its index features.https://doi.org/10.2478/amns.2021.2.00268financial crisisartificial intelligencepattern recognitionfinancial forecasting |
| spellingShingle | Li Dongyun Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence Applied Mathematics and Nonlinear Sciences financial crisis artificial intelligence pattern recognition financial forecasting |
| title | Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence |
| title_full | Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence |
| title_fullStr | Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence |
| title_full_unstemmed | Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence |
| title_short | Research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence |
| title_sort | research on forecasting model of corporate financial crisis based on pattern recognition and artificial intelligence |
| topic | financial crisis artificial intelligence pattern recognition financial forecasting |
| url | https://doi.org/10.2478/amns.2021.2.00268 |
| work_keys_str_mv | AT lidongyun researchonforecastingmodelofcorporatefinancialcrisisbasedonpatternrecognitionandartificialintelligence |