Advanced Data Mining and Applications 15th International Conference,

This book constitutes the proceedings of the 15th International Conference on Advanced Data Mining and Applications, ADMA 2019, held in Dalian, China in November 2019. The 39 full papers presented together with 26 short papers and 2 demo papers were caref

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Jianxin Li Sen Wang Shaowen Qin Xue Li Shuliang Wang (Eds.)

Advanced Data Mining and Applications 15th International Conference, ADMA 2019 Dalian, China, November 21–23, 2019 Proceedings

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Lecture Notes in Artificial Intelligence Subseries of Lecture Notes in Computer Science

Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany

Founding Editor Jörg Siekmann DFKI and Saarland University, Saarbrücken, Germany

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More information about this series at http://www.springer.com/series/1244

Jianxin Li Sen Wang Shaowen Qin Xue Li Shuliang Wang (Eds.) •







Advanced Data Mining and Applications 15th International Conference, ADMA 2019 Dalian, China, November 21–23, 2019 Proceedings

123

Editors Jianxin Li Deakin University Burwood, VIC, Australia

Sen Wang The University of Queensland St. Lucia, QLD, Australia

Shaowen Qin Flinders University Bedford Park, SA, Australia

Xue Li Dalian Neusoft University of Information Dalian, China

Shuliang Wang Beijing Institute of Technology Beijing, China

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-030-35230-1 ISBN 978-3-030-35231-8 (eBook) https://doi.org/10.1007/978-3-030-35231-8 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer Nature Switzerland AG 2019 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

The 15th International Conference on Advanced Data Mining and Applications (ADMA 2019) was held during November 21–23, 2019, in Dalian, China. As the tradition of a leading international forum continued, it brought together researchers and practit