Kernel Methods in Computational Biology 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Scholkopf, Bernhard (EDT)/ Tsuda, Koji (EDT)/ Vert, Jean-Philippe (EDT) 作者

Mit Pr

譯者

2004-7 出版日期

416 頁數

$ 59.89 價格

HRD

叢書系列

9780262195096 圖書編碼

Kernel Methods in Computational Biology 在線電子書圖書標籤: 機器學習算法生物軍事

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發表於2024-11-10

Kernel Methods in Computational Biology 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Kernel Methods in Computational Biology 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Kernel Methods in Computational Biology 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Kernel Methods in Computational Biology 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Kernel Methods in Computational Biology 在線電子書圖書描述

Modern machine learning techniques are proving to be extremely valuable for the analysis of data in computational biology problems. One branch of machine learning, kernel methods, lends itself particularly well to the difficult aspects of biological data, which include high dimensionality (as in microarray measurements), representation as discrete and structured data (as in DNA or amino acid sequences), and the need to combine heterogeneous sources of information. This book provides a detailed overview of current research in kernel methods and their applications to computational biology.Following three introductory chapters -- an introduction to molecular and computational biology, a short review of kernel methods that focuses on intuitive concepts rather than technical details, and a detailed survey of recent applications of kernel methods in computational biology -- the book is divided into three sections that reflect three general trends in current research. The first part presents different ideas for the design of kernel functions specifically adapted to various biological data; the second part covers different approaches to learning from heterogeneous data; and the third part offers examples of successful applications of support vector machine methods.

Kernel Methods in Computational Biology 在線電子書下載 mobi epub pdf txt 在線電子書下載

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