Advances in Data Mining. Applications and Theoretical Aspects 18th I
This volume constitutes the proceedings of the 18th Industrial Conference on Adances in Data Mining, ICDM 2018, held in New York, NY, USA, in July 2018. The 24 regular papers presented in this book were carefully reviewed and selected from 146 submis
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Petra Perner (Ed.)
Advances in Data Mining Applications and Theoretical Aspects 18th Industrial Conference, ICDM 2018 New York, NY, USA, July 11–12, 2018 Proceedings
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Lecture Notes in Artificial Intelligence Subseries of Lecture Notes in Computer Science
LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany
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More information about this series at http://www.springer.com/series/1244
Petra Perner (Ed.)
Advances in Data Mining Applications and Theoretical Aspects 18th Industrial Conference, ICDM 2018 New York, NY, USA, July 11–12, 2018 Proceedings
123
Editor Petra Perner Institute of Computer Vision and Applied Computer Sciences Leipzig Germany
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-319-95785-2 ISBN 978-3-319-95786-9 (eBook) https://doi.org/10.1007/978-3-319-95786-9 Library of Congress Control Number: 2018947574 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer International Publishing AG, part of Springer Nature 2018 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, express 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. Printed on acid-free paper This Springer imprint is published by the registered company Springer International Publishing AG part of Springer Nature The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
The 18th event of the Industrial Conference on Data Mining ICDM was held in New York again (www.data-mining-forum.de) under the umbrella of the World Congress on Frontiers in Intelligent Data and Signal Analysis, DSA 2018 (www.worldcongressdsa.com). After the peer-review process, we accepted 25 high-quality papers for oral presentation. The topics range from theor
