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Redes neurais artificiais: uma contribuição ao processo de decisões financeiras e uma aplicação na previsão de insolvência das organizações
| Content Provider | Semantic Scholar |
|---|---|
| Author | Orlandi, Veridiana De Fátima |
| Copyright Year | 1997 |
| Abstract | ORLANDI, V. de F. (1997). Artificial neural networks: a contribution to the process o f financia/ decisions and an application in forecasting of the insolvency of organizations. São Carlos, 1997. 119p. Dissertação (Mestrado) -Escola de Engenharia de São Carlos, Universidade de São Paulo. The present work addresses the main concepts related to artificial neural networks, which are models based on brain behavior. Artificial neural networks resemble the brain regarding acquisition o f knowledge through a learning process, and regarding the use o f intemeuron connection strength to storing the knowledge, known as synaptic weight. There are various artificial neural network models, the main models are addressed in this work. These models differ regarding the architecture and learning process. The choice of learning process is influenced by task to be carried out by the neural network. Each artificial neural network model is suitable for solving a determined type o f problem. Some problems in the area o f financiai administration are suggested for resolution by the use o f this technology, specifying a determinated model, and yet intend a contribution to a specific subject in the area o f financiai administration: the process o f forecasting o f insolvency o f organizations. |
| File Format | PDF HTM / HTML |
| DOI | 10.11606/D.18.2019.tde-29042019-105852 |
| Alternate Webpage(s) | https://www.teses.usp.br/teses/disponiveis/18/18140/tde-29042019-105852/publico/Dissert_Orlandi_VF.pdf |
| Alternate Webpage(s) | https://doi.org/10.11606/D.18.2019.tde-29042019-105852 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
