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  • © 2019

Advances in Knowledge Discovery and Management

Volume 8

  • Presents representative and novel research in the fields of data science, semantic Web, clustering, and classification
  • Provides recent research in Knowledge Discovery and Management
  • Offers a carefully edited post-proceedings book

Part of the book series: Studies in Computational Intelligence (SCI, volume 834)

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Table of contents (8 chapters)

  1. Front Matter

    Pages i-xviii
  2. Clustering

    1. Front Matter

      Pages 1-1
    2. Model Based Co-clustering of Mixed Numerical and Binary Data

      • Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi
      Pages 3-22
    3. Co-clustering Based Exploratory Analysis of Mixed-Type Data Tables

      • Aichetou Bouchareb, Marc Boullé, Fabrice Clérot, Fabrice Rossi
      Pages 23-41
  3. Textual Data

    1. Front Matter

      Pages 43-43
    2. Automatically Selecting Complementary Vector Representations for Semantic Textual Similarity

      • Julien Hay, Tim Van de Cruys, Philippe Muller, Bich-Liên Doan, Fabrice Popineau, Ouassim Ait-Elhara
      Pages 45-60
    3. Detecting Sections and Entities in Court Decisions Using HMM and CRF Graphical Models

      • Gildas Tagny Ngompé, Sébastien Harispe, Guillaume Zambrano, Jacky Montmain, Stéphane Mussard
      Pages 61-86
  4. Spatial and Temporal Dimension

    1. Front Matter

      Pages 87-87
    2. Discriminant Chronicle Mining

      • Yann Dauxais, David Gross-Amblard, Thomas Guyet, André Happe
      Pages 89-118
    3. A Semantic-Based Approach for Landscape Identification

      • Anne Toulet, Emmanuel Roux, Anne-Élisabeth Laques, Éric Delaître, Laurent Demagistri, Isabelle Mougenot
      Pages 119-136
  5. Human and Social Dimension

    1. Front Matter

      Pages 137-137
    2. Measuring the Expertise of Workers for Crowdsourcing Applications

      • Jean-Christophe Dubois, Laetitia Gros, Mouloud Kharoune, Yolande Le Gall, Arnaud Martin, Zoltan Miklos et al.
      Pages 139-157
    3. Trust Assessment for the Security of Information Systems

      • Benjamin Costé, Cyril Ray, Gouenou Coatrieux
      Pages 159-181
  6. Back Matter

    Pages 183-183

About this book

This book highlights novel research in Knowledge Discovery and Management (KDM), gathering the extended, peer-reviewed versions of outstanding papers presented at the annual conferences EGC’2017 & EGC’2018. The EGC conference cycle was founded by the International French-speaking EGC society (“Extraction et Gestion des Connaissances”) in 2003, and has since become a respected fixture among the French-speaking community. In addition to the annual conference, the society organizes various other events in order to promote exchanges between researchers and companies concerned with KDM and its applications to business, administration, industry and public organizations.

Addressing novel research in data science, semantic Web, clustering, and classification, the content presented here will chiefly benefit researchers interested in these fields, including Ph.D./M.Sc. students, at public and private laboratories alike.

Editors and Affiliations

  • University of Bordeaux, Bordeaux, France

    Bruno Pinaud

  • Polytechnic School of the University of Nantes, University of Nantes, Nantes, France

    Fabrice Guillet

  • University of Côte d'Azur, Inria, Sophia Antipolis, France

    Fabien Gandon

  • CNRS, Hubert Curien Laboratory, University of Lyon, Université Jean Monnet, Saint-Etienne, Saint-Étienne, France

    Christine Largeron

Bibliographic Information

  • Book Title: Advances in Knowledge Discovery and Management

  • Book Subtitle: Volume 8

  • Editors: Bruno Pinaud, Fabrice Guillet, Fabien Gandon, Christine Largeron

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-030-18129-1

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Hardcover ISBN: 978-3-030-18128-4Published: 01 July 2019

  • Softcover ISBN: 978-3-030-18131-4Published: 14 August 2020

  • eBook ISBN: 978-3-030-18129-1Published: 20 June 2019

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XVIII, 183

  • Number of Illustrations: 42 b/w illustrations, 33 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access