Discovery Science 22nd International Conference, DS 2019, Split, Cro
This book constitutes the proceedings of the 22nd International Conference on Discovery Science, DS 2019, held in Split, Coratia, in October 2019. The 21 full and 19 short papers presented together with 3 abstracts of invited talks in this volume were car
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Petra Kralj Novak Tomislav Šmuc Sašo Džeroski (Eds.)
Discovery Science 22nd International Conference, DS 2019 Split, Croatia, October 28–30, 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
Petra Kralj Novak Tomislav Šmuc Sašo Džeroski (Eds.) •
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Discovery Science 22nd International Conference, DS 2019 Split, Croatia, October 28–30, 2019 Proceedings
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Editors Petra Kralj Novak Jožef Stefan Institute Ljubljana, Slovenia
Tomislav Šmuc Rudjer Bošković Institute Zagreb, Croatia
Sašo Džeroski Jožef Stefan Institute Ljubljana, Slovenia
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-030-33777-3 ISBN 978-3-030-33778-0 (eBook) https://doi.org/10.1007/978-3-030-33778-0 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer Nature Switzerland AG 2019 The chapter “Sparse Robust Regression for Explaining Classifiers” is Open Access. This chapter is licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/ licenses/by/4.0/). For further details see license information in the chapter. 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 Discovery Science conference presents a unique combination of latest advances in the development and analysis of methods for discovering scient
