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Kernel Methods in Bioengineering, Signal and Image Processing

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В этом разделе вы можете найти различные книги: художественную литературу и беллетристику на иностранных языках, пособия и методички, учебную и справочную литературу по изучающему языку. К вашему вниманию художественная литература на немецком и английском языке. Словари и энциклопедии. А понравившиеся издания вы можете заказать с доставкой.


Books in English / Поступления 2008г. Разное

Kernel Methods in Bioengineering, Signal and Image Processing

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Kernel Methods in Bioengineering, Signal and Image Processing

Издательство: IGI Global
Год издания: 2007
Код ISBN:
Формат:
Страниц: 415
Содержание:
"In the last decade, a number of powerful kernel-based learning methods have been proposed in the machine learning community: support vector machines (SVMs), kernel fisher discriminant (KFD) analysis, kernel PCA/ICA, kernel mutual information, kernel k-means, and kernel ARMA. Successful applications of these algorithms have been reported in many fields, such as medicine, bioengineering, communications, audio and image processing, and computational biology and bioinformatics. "Kernel Methods in Bioengineering, Signal and Image Processing" covers real-world applications, such as computational biology, text categorization, time series prediction, interpolation, system identification, speech recognition, image de-noising, image coding, classification, and segmentation. "Kernel Methods in Bioengineering, Signal and Image Processing" encompasses the vast field of kernel methods from a multidisciplinary approach by presenting chapters dedicated to adaptation and use of kernel methods in the...



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