Introduction to Machine Learning and Bioinformatics - Sushmita Mitra - 書籍 - Taylor & Francis Ltd - 9780367387235 - 2019年9月19日
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Introduction to Machine Learning and Bioinformatics 第1 版

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発送予定日 年7月28日 - 年8月13日
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Lucidly Integrates Current Activities

Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other.

Examines Connections between Machine Learning & Bioinformatics

The book begins with a brief historical overview of the technological developments in biology. It then describes the main problems in bioinformatics and the fundamental concepts and algorithms of machine learning. After forming this foundation, the authors explore how machine learning techniques apply to bioinformatics problems, such as electron density map interpretation, biclustering, DNA sequence analysis, and tumor classification. They also include exercises at the end of some chapters and offer supplementary materials on their website.

Explores How Machine Learning Techniques Can Help Solve Bioinformatics Problems

Shedding light on aspects of both machine learning and bioinformatics, this text shows how the innovative tools and techniques of machine learning help extract knowledge from the deluge of information produced by today?s biological experiments.


384 pages

メディア 書籍     Paperback Book   (ソフトカバーで背表紙を接着した本)
リリース済み 2019年9月19日
ISBN13 9780367387235
出版社 Taylor & Francis Ltd
ページ数 384
寸法 150 × 220 × 10 mm   ·   453 g
言語 英語  

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