Advances in Data Mining: Applications and Theoretical Aspects 15th I
This book constitutes the refereed proceedings of the 15th Industrial Conference on Advances in Data Mining, ICDM 2015, held in Hamburg, Germany, in July 2015.The 16 revised full papers presented were carefully reviewed and selected from numerous submissi
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Petra Perner (Ed.)
Advances in Data Mining Applications and Theoretical Aspects 15th Industrial Conference, ICDM 2015 Hamburg, Germany, July 11–24, 2015 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 15th Industrial Conference, ICDM 2015 Hamburg, Germany, July 11–24, 2015 Proceedings
123
Editor Petra Perner IBaI Leipzig Germany
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-319-20909-8 ISBN 978-3-319-20910-4 (eBook) DOI 10.1007/978-3-319-20910-4 Library of Congress Control Number: 2015942611 LNCS Sublibrary: SL7 – Artificial Intelligence Springer Cham Heidelberg New York Dordrecht London © Springer International Publishing Switzerland 2015 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. Printed on acid-free paper Springer International Publishing AG Switzerland is part of Springer Science+Business Media (www.springer.com)
Preface
The fifteenth event of the Industrial Conference on Data Mining ICDM was held in Hamburg (www.data-mining-forum.de) running under the umbrella of the World Congress on “The Frontiers in Intelligent Data and Signal Analysis, DSA 2015” (www. worldcongressdsa.com). After the peer-review process, we accepted 16 high-quality papers for oral presentation. The topics range from theoretical aspects of data mining to applications of data mining, such as in multimedia data, in marketing, in medicine and agriculture, and in process control, industry, and society. Extended versions of selected papers will appea
