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KI 2014: Advances in Artificial Intelligence

37th Annual German Conference on AI, Stuttgart, Germany, September 22-26, 2014. Proceedings

  • Carsten Lutz
  • Michael Thielscher

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8736)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8736)

Table of contents

  1. Front Matter
  2. Hans van Ditmarsch
    Pages 1-12
  3. Toby Walsh
    Pages 13-24
  4. Cognitive Modeling

  5. Computer Vision

    1. Shoubhik Debnath, Shiv Sankar Baishya, Rudolph Triebel, Varun Dutt, Daniel Cremers
      Pages 68-79
    2. Frederik Hartmann, Stefan Funke
      Pages 86-97
    3. Norbert Manthey, Tobias Philipp
      Pages 111-122
  6. Knowledge Representation and Reasoning

    1. Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung
      Pages 147-158
    2. Julien Hué, Matthias Westphal, Stefan Wölfl
      Pages 159-170
    3. Dorian Merz, Rafael Peñaloza, Anni-Yasmin Turhan
      Pages 171-182
    4. Özgür Lütfü Özçep, Ralf Möller, Christian Neuenstadt
      Pages 183-194
    5. Matthias Thimm
      Pages 195-206
    6. Matthias Westphal, Julien Hué, Stefan Wölfl
      Pages 207-218
    7. Daniel Moos, Sebastian Bader, Thomas Kirste
      Pages 219-224
    8. Pol Schumacher, Mirjam Minor
      Pages 225-230
  7. Machine Learning and Data Mining

    1. Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
      Pages 231-242
    2. Valeriy Khakhutskyy, Markus Hegland
      Pages 243-254
    3. Jendrik Poloczek, Oliver Kramer
      Pages 255-266
    4. Nils André Treiber, Oliver Kramer
      Pages 267-272
  8. Planning and Scheduling

    1. Volker Strobel, Alexandra Kirsch
      Pages 273-284
    2. Stefan Edelkamp, Max Gath, Moritz Rohde
      Pages 285-296
    3. Andreas Hertle, Christian Dornhege, Thomas Keller, Robert Mattmüller, Manuela Ortlieb, Bernhard Nebel
      Pages 297-308
    4. Robert Mattmüller, Manuela Ortlieb, Erik Wacker
      Pages 309-320
  9. Back Matter

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 37th Annual German Conference on Artificial Intelligence, KI 2014, held in Stuttgart, Germany, in September 2014. The 24 revised full papers presented together with 7 short papers were carefully reviewed and selected from 62 submissions. The papers are organized in thematic topics on cognitive modeling, computer vision, constraint satisfaction, search, and optimization, knowledge representation and reasoning, machine learning and data mining, planning and scheduling.

Keywords

case-based reasoning cognitive modeling computer vision constraint satisfaction, search, and optimization convolutional neural networks debuggability knowledge representation and reasoning machine learning and data mining neural networks parallelization planning and scheduling semi-supervised learning workflow reasoning

Editors and affiliations

  • Carsten Lutz
    • 1
  • Michael Thielscher
    • 2
  1. 1.Universität BremenGermany
  2. 2.University of New South WalesSydneyAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-11206-0
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-11205-3
  • Online ISBN 978-3-319-11206-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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