ISBN: 9780128144824
Код товара 95858
Computational Learning Approaches To Data Analytics In Biomedical Applications
ISBN: 9780128144824
Код товара 95858
Доставка под заказ
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Автор
Al-Jabery, Khalid / Халид Аль-Джабери
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Издатель
Elsevier Science
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Тип обложки
Hardcover
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Размеры
235 x 191 x 19
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Год издания
2019
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Вес (г)
790
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ISBN
9780128144824
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Язык
ENG
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Кол-во страниц
310
О чём книга?
Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms and techniques, and connections between statistical analysis and clustering. The book introduces and discusses the major problems relating to data analytics, provides a review of influential and state-of-the-art learning algorithms for biomedical applications, reviews cluster validity indices and how to select the appropriate index, and includes an overview of statistical methods that can be applied to increase confidence in the clustering framework and analysis of the results obtained.
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