Biological Language Model. Qiwen Dong
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Название: Biological Language Model

Автор: Qiwen Dong

Издательство: Ingram

Жанр: Медицина

Серия: East China Normal University Scientific Reports

isbn: 9789811212963

isbn:

СКАЧАТЬ

      Desk Editors: Tay Yu Shan/Nur Izdihar Binte Ismail

      Typeset by Stallion Press

      Email: [email protected]

      Printed in Singapore

       East China Normal University Scientific Reports

       Chief Editor

      Weian Zheng

      Changjiang Chair Professor

      School of Finance and Statistics

      East China Normal University, China

      Email: [email protected]

       Associate Chief Editor

      Shanping Wang

      Senior Editor

      Journal of East China Normal University (Natural Sciences), China

      Email: [email protected]

       Associate Editors

      Liqiao Chen (Professor, School of Life Sciences, East China Normal University)

      Liangjun Da (Professor, Department of Environmental Science, East China Normal University)

      Pingxing Ding (Zijiang Chair Professor, State Key Laboratory of Estuarine and Coastal Research, East China Normal University)

      Chungang Duan (Zijiang Chair Professor, Director of the Key Laboratory of Polar Materials and Devices, East China Normal University)

      Fangliang He (Changjiang Chair Professor, College of Resources and Environmental Science, East China Normal University; CanadaResearch Chair Professor, Department of Renewable Resources, University of Alberta Edmonton)

      Mingyuan He (Academician of Chinese Academy of Sciences, Professor, Department of Chemistry, East China Normal University)

      Minsheng Huang (Professor, Department of Environmental Science, East China Normal University)

      Mingyao Liu (Professor and Director of Institute of Biomedical Sciences, East China Normal University)

      Mingkang Ni (Foreign Academician of Russian Academy of Natural Sciences; Professor, Department of Mathematics, East China Normal University)

      Zhongming Qian (Zijiang Chair Professor, School of Financial and Statistics, East China Normal University; Lecturer in the Mathematical Institute and Fellow at Exeter College, University of Oxford)

      Jiong Shu (Professor, Department of Geography, East China Normal University)

      Shengli Tan (Changjiang Chair Professor, Department of Mathematics, East China Normal University)

      Peng Wu (Changjiang Scholar Chair Professor, Department of Chemistry, East China Normal University)

      Jianpan Wang (Professor, Department of Mathematics, East China Normal University)

      Rongming Wang (Professor, School of Financial and Statistics, East China Normal University)

      Wei-Ning Xiang (Zijiang Chair Professor, Department of Environmental Science, East China Normal University; Professor, Department of Geography and Earth Science, University of North Carolina at Charlotte)

      Danping Yang (Professor, Department of Mathematics, East China Normal University)

      Kai Yang (Professor, Department of Environmental Science, East China Normal University)

      Shuyi Zhang (Zijiang Chair Professor, School of Life Sciences, East China Normal University)

      Weiping Zhang (Changjiang Chair Professor, Department of Physics, East China Normal University)

      Xiangming Zheng( Professor, Department of Geography, East China Normal University)

      Aoying Zhou (Changjiang Chair Professor, School of Data Science and Engineering, East China Normal University)

       Subseries on Data Science and Engineering

       Chief Editor

      Aoying Zhou

      Changjiang Chair Professor

      School of Data Science and Engineering

      East China Normal University, China

      Email: [email protected]

       Associate Editors

      Rakesh Agrawal (Technical Fellow, Microsoft Research in Silicon Valley)

      Michael Franklin (University of California at Berkeley)

      H. V, Jagadish (University of Michigan in Ann Arbor)

      Christian S. Jensen (University of Aalborg)

      Masaru Kitsuregawa (University of Tokyo, National Institute of Informatics (NII))

      Volker Markl (Technische Universität Berlin (TUBerlin))

      Gerhard Weikum (Max Planck Institute for Informatics)

      Ruqian Lu (Academy of Mathematics and Systems Science, Chinese Academy of Sciences)

       Preface

      Since the end of the 20th century, with the implementation and successful completion of the Human Genome Project, life sciences researchers have obtained a huge amount of biological data, especially with the development of the sequencing technology of biological macromolecules, thus increasing the number of nucleic acid and protein sequences in an explosive manner. How to get valuable information from biological data? This has thus become a new research hotspot to reveal the law of life activities and has contributed to the birth of a new discipline — Bioinformatics.

      Bioinformatics is an interdisciplinary subject formed by integrating biology, information science and applied mathematics. There are different definitions of bioinformatics for different researchers. In a broad sense, bioinformatics is a discipline that deals with the collection, management and analysis of a mass of biological data. At present, bioinformatics mainly focuses on nucleic acids and proteins. In a narrow sense, bioinformatics is a subject that uses the tools and methods of biology, computer science and mathematics to obtain, process, manage, analyze and interpret information on biological macromolecules, and then reveals its biological significance. At present, the research focus of bioinformatics is mainly concentrated on genomics and proteomics. Generally, starting from the initial nucleotide or amino acid sequence, СКАЧАТЬ