Biological Pattern Discovery with R

R生物模式发现:机器学习方法

医学生物化学

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作      者
出  版 社
出版时间
2021年09月22日
装      帧
精装
ISBN
9789811240119
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页      码
464 pp
语      种
英文
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图书简介
This book provides the research directions for new or junior researchers who are going to use machine learning approaches for biological pattern discovery. The book was written based on the research experience of the author’s several research projects in collaboration with biologists worldwide. The chapters are organised to address individual biological pattern discovery problems. For each subject, the research methodologies and the machine learning algorithms which can be employed are introduced and compared. Importantly, each chapter was written with the aim to help the readers to transfer their knowledge in theory to practical implementation smoothly. Therefore, the R programming environment was used for each subject in the chapters. The author hopes that this book can inspire new or junior researchers’ interest in biological pattern discovery using machine learning algorithms.Key Features: oAims to integrate the theory of machine learning with R programmingoHelps readers transfer their learning of machine learning theory to practical implementationoFocuses on individual biology pattern discoveries using machine learning approachesoWill be useful to those who have recently started their career in bioinformatics
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