Biological Pattern Discovery With R: Machine Learning Approaches

Biological Pattern Discovery With R: Machine Learning Approaches

EnglishHardback
Yang Zheng Rong
World Scientific Publishing Co Pte Ltd
EAN: 9789811240119
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Detailed information

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.
EAN 9789811240119
ISBN 9811240116
Binding Hardback
Publisher World Scientific Publishing Co Pte Ltd
Publication date October 4, 2021
Pages 464
Language English
Country Singapore
Readership Professional & Scholarly
Authors Yang Zheng Rong