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Biological Language Model - Qiwen Dong


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       East China Normal University Scientific Reports

       Subseries on Data Science and Engineering

       ISSN: 2382-5715

       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]

      This book series reports valuable research results and progress in scientific and related areas. Mainly contributed by the distinguished professors of the East China Normal University, it will cover a number of research areas in pure mathematics, financial mathematics, applied physics, computer science, environmental science, geography, estuarine and coastal science, education information technology, etc.

       Publishe d

Vol. 12Biological Language Model: Theory and Application by Qiwen Dong (East China Normal University, China), Xiaoyang Jing (Yunnan University, China), Aoying Zhou (East China Normal University, China) and Xiuzhen Hu (Inner Mongolia University of Technology, China)
Vol. 11Probabilistic Approaches for Social Media Analysis: Data, Community and Influence by Kun Yue (Yunnan University, China), Jin Li (Yunnan University, China), Hao Wu (Yunnan University, China), Weiyi Liu (Yunnan University, China) and Zidu Yin (Yunnan University, China)
Vol. 10Clustering and Outlier Detection for Trajectory Stream Data by Jiali Mao (East China Normal University, China), Cheqing Jin (East China Normal University, China) and Aoying Zhou (East China Normal University, China)
Vol. 9Concurrency Control and Recovery in OLTP Systems: High Scalability and Availability by Peng Cai (East China Normal University, China), Jinwei Guo (East China Normal University, China) and Aoying Zhou (East China Normal University, China)
Vol. 8Network Data Mining and Analysis by Ming Gao (East China Normal University, China), Ee-Peng Lim (Singapore Management University, Singapore) and David Lo (Singapore Management University, Singapore)
Vol. 7Time-Aware Conversion Prediction for E-Commerce by Wendi Ji (East China Normal University, China), Xiaoling Wang (East China Normal University, China) and Aoying Zhou (East China Normal University, China)
Vol. 6Discovery and Fusion of Uncertain Knowledge in Data by Kun Yue (Yunnan University, China), Weiyi Liu (Yunnan University, China), Hao Wu (Yunnan University, China), Dapeng Tao (Yunnan University, China) and Ming Gao (East China Normal University, China)
Vol. 5Review Comment Analysis for E-commerce by Rong Zhang (East China Normal University, China), Aoying Zhou (East China Normal University, China), Wenzhe Yu (East China Normal University, China), Yifan Gao (East China Normal University, China) and Pingfu Chao (East China Normal University, China)
Vol. 4Opinion Analysis for Online Reviews by Yuming Lin (Guilin University of Electronic Technology, China), Xiaoling Wang (East China Normal University, China) and Aoying Zhou (East China Normal University, China)
Vol. 3Querying and Mining Uncertain Data Streams by Cheqing Jin (East China Normal University) and Aoying Zhou (East China Normal University
Vol. 2School Mathematics Textbooks in China: Comparative Study and Beyond by Jianpan Wang (East China Normal University)
Vol. 1High-Frequency Trading and Probability Theory by Zhaodong Wang (East China Normal University) and Weian Zheng (East China Normal University)

      More information on this series can also be found at https://www.worldscientific.com/series/ecnusr

       Published by

      World Scientific Publishing Co. Pte. Ltd.

      5 Toh Tuck Link, Singapore 596224

      USA office: 27 Warren Street, Suite 401-402, Hackensack, NJ 07601

      UK office: 57 Shelton Street, Covent Garden, London WC2H 9HE

       Library of Congress Cataloging-in-Publication Data

      Names: Dong, Qiwen, author. | Jing, Xiaoyang, 1991– author. |

      Zhou, Aoying, 1965– author. | Hu, Xiuzhen, author.

      Title: Biological language model : theory and application / Qiwen Dong,

      Xiaoyang Jing, Aoying Zhou, Xiuzhen Hu.

      Other titles: East China Normal University scientific reports ; v. 12

      Description: Hackensack : World Scientific, [2020] | Series: East China

      Normal University scientific reports, 2382-5715 ; vol. 12. Subseries on

      data science and engineering | Includes bibliographical references and index.

      Identifiers: LCCN 2019052135 | ISBN 9789811212949 (hardcover) | ISBN 9789811212956 (ebook) |

      ISBN 9789811212963 (ebook other)

      Subjects: MESH: Computational Biology | Sequence Analysis | Natural Language Processing

      Classification: LCC QH324.2 | NLM QU 26.5 | DDC 570.285--dc23

      LC record available at https://lccn.loc.gov/2019052135

       British Library Cataloguing-in-Publication Data

      A catalogue record for this book is available from the British Library.

      Copyright © 2020 by World Scientific Publishing Co. Pte. Ltd.

       All rights reserved. This book, or parts thereof, may not be reproduced in any form or by any means, electronic or mechanical, including photocopying, recording or any information storage and retrieval system now known or to be invented, without written permission from the publisher.

      For photocopying of material in this volume, please pay a copying fee through the Copyright Clearance Center, Inc., 222 Rosewood Drive, Danvers, MA 01923, USA. In this case permission to photocopy is not required from the publisher.

      For any available supplementary material, please visit

       https://www.worldscientific.com/worldscibooks/10.1142/11629#t=suppl

      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:


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