Solving Large Scale Learning Tasks. Challenges and Algorithms Es

In celebration of Prof. Morik's 60th birthday, this Festschrift covers research areas that Prof. Morik worked in and presents various researchers with whom she collaborated. The 23 refereed articles in this Festschrift volume provide challenges and soluti

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Festschrift

Stefan Michaelis · Nico Piatkowski Marco Stolpe (Eds.)

Solving Large Scale Learning Tasks Challenges and Algorithms Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday

123

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

Stefan Michaelis Nico Piatkowski Marco Stolpe (Eds.) •

Solving Large Scale Learning Tasks Challenges and Algorithms Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday

123

Editors Stefan Michaelis TU Dortmund Dortmund Germany

Marco Stolpe TU Dortmund Dortmund Germany

Nico Piatkowski TU Dortmund Dortmund Germany

Cover illustration: The illustration appearing on the cover belongs to Katharina Morik. Used with permission. Photograph on p. V: The photograph of the honoree was taken by Jürgen Huhn. Used with permission.

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-319-41705-9 ISBN 978-3-319-41706-6 (eBook) DOI 10.1007/978-3-319-41706-6 Library of Congress Control Number: 2016942885 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer International Publishing Switzerland 2016 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 This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG Switzerland

Foreword

The German word “Festschrift” has made it into international dictionaries because it very succinctly denotes a volume of writings by different researchers that originate from an event and constitutes a tribute to a scholar of extraordinary reputation. As such, a F