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Книга ISBN13 9783847340171 - Sonar and Radar Signal Classification (Suresh Salankar and Balasaheb Patre) в магазинах, библиотеках и электронных библиотеках с он-лайн чтением

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Название: Sonar and Radar Signal Classification
In recent years neural computing has emerged as a practical technology, with successful applications in many fields. The use of neural networks in pattern classification is becoming increasingly widespread, with applications in signal processing areas such as signal detection and classification. In this book, the signals concerned include sonar and radar ionosphere databases from the research literature. These two data sets are intentionally chosen, because they contain high dimensionality, small sample sized problem and complex decision boundaries due to overlapping clusters. Learning from small sample sized dataset is typically a very difficult problem in the theory of complexity. It is a challenging task even for neural network. We have investigated the neural network based design of an optimal classifier and attempt is made to suggest suitable model by comparative analysis of the designed classifier for pattern classification on standard benchmark databases of sonar and radar...
Авторы: Suresh Salankar and Balasaheb Patre
Издательство: LAP Lambert Academic Publishing
Год: 2012
Местонахождение: OZON.ru
ISBN: 9783847340171


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10 января 2015 года: Запуск базы ISBN10 и ISBN13

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