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Case-Based Reasoning Research and Development

28th International Conference, ICCBR 2020, Salamanca, Spain, June 8–12, 2020, Proceedings

  • Ian Watson
  • Rosina Weber
Conference proceedings ICCBR 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12311)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 12311)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Invited Paper

    1. Front Matter
      Pages 1-1
    2. Nirmalie Wiratunga, Anjana Wijekoon, Kay Cooper
      Pages 3-14
  3. Technical Session: Workflows

    1. Front Matter
      Pages 15-15
    2. Christian Zeyen, Ralph Bergmann
      Pages 17-32
    3. Giorgio Leonardi, Stefania Montani, Manuel Striani
      Pages 49-63
  4. Technical Session: Applications in Health

    1. Front Matter
      Pages 65-65
    2. Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth
      Pages 67-81
    3. Christopher L. Bartlett, Guanghui Liu, Isabelle Bichindaritz
      Pages 82-96
  5. Technical Session: New Paradigms

    1. Front Matter
      Pages 127-127
    2. Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-García, David Corsar
      Pages 129-143
    3. Devi Ganesan, Sutanu Chakraborti
      Pages 144-159
  6. Technical Session: Explanations

    1. Front Matter
      Pages 161-161
    2. Juan A. Recio-Garcí­a, Belén Dí­az-Agudo, Victor Pino-Castilla
      Pages 179-194
    3. Jose Luis Jorro-Aragoneses, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García
      Pages 195-210
  7. Technical Session: Deep learning

    1. Front Matter
      Pages 211-211
    2. Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel
      Pages 213-228
    3. Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann
      Pages 229-244
    4. Xiaomeng Ye, David Leake, William Huibregtse, Mehmet Dalkilic
      Pages 245-260
  8. Technical Session: Applications

    1. Front Matter
      Pages 261-261
    2. Maximiliano Miranda, Antonio A. Sánchez-Ruiz, Federico Peinado
      Pages 263-278
    3. Ashish Upadhyay, Stewart Massie, Sean Clogher
      Pages 279-294
    4. Divya Srivastava, Daniel M. Lofaro, Tristan Schuler, Donald Sofge, David W. Aha
      Pages 295-306
  9. Technical Session: Retrieval and Adaptation

    1. Front Matter
      Pages 307-307
    2. Yves Lepage, Jean Lieber, Isabelle Mornard, Emmanuel Nauer, Julien Romary, Reynault Sies
      Pages 309-324
    3. David Leake, Xiaomeng Ye
      Pages 325-340
  10. Special Track Challenges and Promises

    1. Front Matter
      Pages 341-341
    2. David Leake, David Crandall
      Pages 343-348
  11. Back Matter
    Pages 355-355

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 28th International Conference on Case-Based Reasoning Research and Development, ICCBR 2020, held in Salamanca, Spain*, in June 2020.

The 20 full papers and 2 short papers presented in this book were carefully reviewed and selected from 64 submissions. The theme of ICCBR 2020, “CBR Across Bridges” was highlighted by several activities. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction.

*The conference was held virtually due to the COVID-19 pandemic.

Keywords

artificial intelligence case base case based reasoning cbr computer networks computer programming computer systems computer vision databases engineering formal languages knowledge-based system machine learning Natural Language Processing (NLP) neural networks ontologies reasoning semantics software engineering theoretical computer science

Editors and affiliations

  • Ian Watson
    • 1
  • Rosina Weber
    • 2
  1. 1.School of Computer ScienceUniversity of AucklandAucklandNew Zealand
  2. 2.College of Computing and InformaticsDrexel UniversityPhiladelphiaUSA

Bibliographic information