Strengths and Weaknesses of Three Software Programs for the Comparison of Systems Based on ROC Curves

The Receiver Operating Characteristic (ROC) analysis is a technique that is applied in medical diagnostic testing, especially for discriminating between two health status of a patient: normal (negative) and abnormal (positive). Its ability to compare the

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Osvaldo Gervasi · Beniamino Murgante Sanjay Misra · Ana Maria A.C. Rocha Carmelo M. Torre · David Taniar Bernady O. Apduhan · Elena Stankova Shangguang Wang (Eds.)

Computational Science and Its Applications – ICCSA 2016 16th International Conference Beijing, China, July 4–7, 2016 Proceedings, Part I

123

Lecture Notes in Computer Science Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen

Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zürich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany

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More information about this series at http://www.springer.com/series/7407

Osvaldo Gervasi Beniamino Murgante Sanjay Misra Ana Maria A.C. Rocha Carmelo M. Torre David Taniar Bernady O. Apduhan Elena Stankova Shangguang Wang (Eds.) •







Computational Science and Its Applications – ICCSA 2016 16th International Conference Beijing, China, July 4–7, 2016 Proceedings, Part I

123

Editors Osvaldo Gervasi University of Perugia Perugia Italy

David Taniar Monash University Clayton, VIC Australia

Beniamino Murgante University of Basilicata Potenza Italy

Bernady O. Apduhan Kyushu Sangyo University Fukuoka Japan

Sanjay Misra Covenant University Ota Nigeria

Elena Stankova Saint Petersburg State University Saint Petersburg Russia

Ana Maria A.C. Rocha University of Minho Braga Portugal

Shangguang Wang Beijing University of Posts and Telecommunications Beijing China

Carmelo M. Torre Polytechnic University Bari Italy

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Computer Science ISBN 978-3-319-42084-4 ISBN 978-3-319-42085-1 (eBook) DOI 10.1007/978-3-319-42085-1 Library of Congress Control Number: 2016944355 LNCS Sublibrary: SL1 – Theoretical Computer Science and General Issues © 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 state