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Self organizing neural networks for financial diagnosis
Decision Support Systems, 1996Abstract A complete Decision Support System (DSS) for financial diagnosis based on Self Organizing Feature Maps (SOFM) is described. This is a neural network model which, on the basis of the information contained in a multidimensional space — in the case exposed, financial ratios — generates a space of lesser dimensions.
CARLOS Serrano-Cinca
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SVM Combined with FCM and PCA for Financial Diagnosis
2008 Fourth International Conference on Natural Computation, 2008Financial diagnosis is an important and widely studied topic in the last three decades. Recently, the support vector machine (SVM) has been applied to the problem of financial diagnosis. Fuzzy c-means clustering (FCM) is among considerable techniques for data reduction. In addition, principal component analysis (PCA) is a powerful technique for feather
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Diagnosis of the Financial-Banking Risk [PDF]
Romanian Statistical Review Supplement, 2012 The analysis of risk takes into account the identification of the risk sources, the measurement of risk by using appropriate methods, and several adjustment procedures destined to eliminate risk.
Constantin ANGHELACHE +3 more
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The economic and financial diagnosis oF BMW
Challenges of accounting for young researchersBMW (Bayerische Motoren Werke AG) defines itself as one of the most renowned automobile and motorcycle manufacturing companies in the world, globally recognized for innovation, quality, and performance. Founded in 1916, BMW has succeeded in building a solid reputation in the automotive industry, enjoying a rich history and a constant commitment to ...
Zara Cuc, Teodor Florin Cilan
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Financial Diagnosis of Enterprise’s Profitability and Risks [PDF]
Romanian Statistical Review Supplement, 2012 The evaluation of profitability and risk for a commercial company occupies a central place in the financial analyses performed by third-party financial institutions or by various stakeholders. The management of the company is responsible for profitability and risks, so it can be considered as the main stakeholder.
Constantin ANGHELACHE +4 more
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Diagnosis and prediction of rebounds in financial markets
Physica A: Statistical Mechanics and its Applications, 2012We introduce the concept of “negative bubbles” as the mirror (but not necessarily exactly symmetric) image of standard financial bubbles, in which positive feedback mechanisms may lead to transient accelerating price falls. To model these negative bubbles, we adapt the Johansen–Ledoit–Sornette (JLS) model of rational expectation bubbles with a hazard ...
Wanfeng Yan +2 more
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The financial impact of a cancer diagnosis
2011The costs to the health services of the diagnosis and treatment of cancer are substantial. These costs have increased over the past decades and are expected to rise further in coming years with population ageing and advances in treatment. However, the economic burden of cancer does not fall only on the health services, but also on patients, their ...
Sharp, Linda, Timmons, Aileen
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The Company Financial Diagnosis Informatic System [PDF]
Annals of University of Petroşani, 2005 Specialists consider a financial diagnosis necessary for measuring the profitableness of invested capital and for estimating the economic and financial equilibrium, which has a certain influence on the economic, financial, and bankruptcy risk rate. Thus, the main purpose of any financial diagnosis is to point out the financial state of the company in ...
Alin Isac, Claudia Isac
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Financial balance - basic tool in approaching financial diagnosis for firm valuation [PDF]
Finance - Challenges of the Future, 2010 This paper addresses a very topical issue, namely the importance in assessing the company's financial accounts. Thus, after a brief role in evaluating company financial diagnosis and approaches related to the concept of financial balance, we presented the financial balance sheet in terms of logic building financial stability analysis. At the end of the
Dorel BERCEANU +2 more
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NATURE DIAGNOSIS OF ENTERPRISE FINANCIAL
2016У статті досліджено та наведено класифікацію методів і принципів діагностики фінансового стану підприємства за різними його рівнями, визначено місце і роль моделювання у фінансовому аналізі, згідно з існуючими класифікаціями, розглянуто основні види моделей, що використовуються в процесі діагностики фінансового стану підприємства; розкрито ...
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