New Frontiers in Mining Complex Patterns 8th International Workshop,

This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2019, held in conjunction with ECML-PKDD 2019 in Würzburg, Germany, in September 2019. The workshop focused

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Michelangelo Ceci Corrado Loglisci Giuseppe Manco Elio Masciari Zbigniew Ras (Eds.)

New Frontiers in Mining Complex Patterns 8th International Workshop, NFMCP 2019 Held in Conjunction with ECML-PKDD 2019 Würzburg, Germany, September 16, 2019 Revised Selected Papers

123

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

Michelangelo Ceci Corrado Loglisci Giuseppe Manco Elio Masciari Zbigniew Ras (Eds.) •







New Frontiers in Mining Complex Patterns 8th International Workshop, NFMCP 2019 Held in Conjunction with ECML-PKDD 2019 Würzburg, Germany, September 16, 2019 Revised Selected Papers

123

Editors Michelangelo Ceci University of Bari Aldo Moro Bari, Italy

Corrado Loglisci University of Bari Aldo Moro Bari, Italy

Giuseppe Manco CNR-ICAR Rende, Italy

Elio Masciari Federico II University Naples, Italy

Zbigniew Ras University of North Carolina Charlotte, NC, USA

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-030-48860-4 ISBN 978-3-030-48861-1 (eBook) https://doi.org/10.1007/978-3-030-48861-1 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer Nature Switzerland AG 2020 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. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

Modern automatic systems are able to collect huge volumes of data, often with a complex structure (e.g. multi-table data, net