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"Neural Networks in Credit Risk Management" explores how artificial intelligence is transforming risk management in the financial industry. With a clear and accessible approach, this book guides the reader from fundamental concepts to practical applications, highlighting how neural networks enable smarter decisions, anticipate risks, and optimize investment portfolios.Through concrete examples, the authors also address the challenges associated with the use of these technologies, such as the need to ensure the transparency and explainability of the models. This book is an essential reference…mehr

Produktbeschreibung
"Neural Networks in Credit Risk Management" explores how artificial intelligence is transforming risk management in the financial industry. With a clear and accessible approach, this book guides the reader from fundamental concepts to practical applications, highlighting how neural networks enable smarter decisions, anticipate risks, and optimize investment portfolios.Through concrete examples, the authors also address the challenges associated with the use of these technologies, such as the need to ensure the transparency and explainability of the models. This book is an essential reference for financial industry professionals, academics and technology enthusiasts interested in the revolutionary impact of artificial intelligence on finance.
Autorenporträt
Carlos E. Baldelomar; Karina M. Vílchez; Yaoska S. Méndez: students of the Master in Business Intelligence and Data Analysis at Universidad Americana (UAM).