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 Bayesian Artificial Neural Networks. with Applications in Water Resources Engineering
Наименование:

Bayesian Artificial Neural Networks. with Applications in Water Resources Engineering

автор Greer K. издательство Книга по Требованию Организация здравоохранения
Cтраниц 372        мягкая обложка       
Аннотация:However, despite the increasing use of neural network models, they are still viewed with some scepticism by users of more conventional modelling methodologies, primarily due to their “black box” nature. Given the nonlinearity, complexity and limited physical understanding of many processes occurring within water resource systems, artificial neural networks may at times be the best available tool for modelling such systems. In this book, a new Bayesian framework for developing artificial neural networks is presented, which aims to address what are considered to be the three most significant issues hindering the wider acceptance of artificial neural networks in the field of water resources engineering; namely generalisability, interpretability and uncertainty. Throughout the development of this framework, emphasis is placed on obtaining accurate results, while maintaining simplicity of implementation, which is considered to be of utmost importance for adoption of the framework by practitioners in the field of water resources engineering.
Автор: Greer K.
Издательство: Книга по Требованию
Год:2010
Цена:
3233 руб
Нет в наличии
Поиск: Bayesian Artificial Neural Networks. with Applications in Water Resources Engineering
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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Russia and the international economy

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