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Artificial Intelligence XXXIX

42nd SGAI International Conference on Artificial Intelligence, AI 2022, Cambridge, UK, December 13–15, 2022, Proceedings

Conference proceedings info: SGAI-AI 2022.

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  • ISBN: 978-3-031-21441-7
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Table of contents (31 papers)

  1. Front Matter

    Pages i-xiv
  2. Best Technical Paper

    1. Front Matter

      Pages 1-1
  3. Best Application Paper

    1. Front Matter

      Pages 17-17
    2. Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem

      • Akinola Ogunsemi, John McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu
      Pages 19-33
  4. AI for Health and Medicine

    1. Front Matter

      Pages 35-35
    2. Twitter Flu Trend: A Hybrid Deep Neural Network for Tweet Analysis

      • Mahsa Abazari Kia, Fatemeh Ebrahimi Khaksefidi
      Pages 37-50
    3. Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor

      • Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
      Pages 64-80
  5. AI for Scientific Discovery and Decision Making

    1. Front Matter

      Pages 81-81
    2. Query Resolution of Literature Knowledge Graphs Using Hybrid Document Embeddings

      • Iqra Muhammad, Frans Coenen, Carol Gamble, Anna Kearney, Paula Williamson
      Pages 98-111
    3. On an Artificial Neural Network Approach for Predicting Photosynthetically Active Radiation in the Water Column

      • Martin M. Kumm, Lars Nolle, Frederic Stahl, Ahlem Jemai, Oliver Zielinski
      Pages 112-123
    4. CRC: Consolidated Rules Construction for Expressive Ensemble Classification

      • Manal Almutairi, Frederic Stahl, Max Bramer
      Pages 138-152
    5. An Evolutionary Game Theory Model of the Decision to Confront

      • Philippe Chassy, Jon Cole, Chloe Brennan
      Pages 167-179
  6. AI for Industrial Applications

    1. Front Matter

      Pages 195-195
    2. The ODeLIndA Dataset for Field-of-View Obstruction Detection Using Transfer Learning for Real-Time Industrial Applications

      • Abraham Anderson, Einar Julius Olafarson, Per-Arne Andersen, Nadia Saad Noori
      Pages 197-210

Other Volumes

  1. Artificial Intelligence XXXIX

About this book

This book constitutes the proceedings of the 42nd SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2022, which was held in Cambridge, UK, in December 2022.

The 20 full papers and 11 short papers presented in this volume were carefully reviewed and selected from 40 submissions. The volume includes technical papers presenting new and innovative developments in the field as well as application papers presenting innovative applications of AI techniques in a number of subject domains.

The papers are organized in the following topical sections: best technical paper; best application paper; AI for health and medicine; AI for scientific discovery and decision making; AI for industrial applications; feasibility studies of applied AI; and short papers.

Keywords

  • artificial intelligence
  • computer systems
  • deep learning
  • machine learning
  • mathematics
  • computer networks
  • network protocols
  • computer security
  • data security
  • semantics
  • data mining
  • neural networks
  • correlation analysis
  • knowledge-based system
  • linguistics
  • signal processing

Editors and Affiliations

  • University of Portsmouth, Portsmouth, UK

    Max Bramer

  • DFKI: German Research Center for Artificial Intelligence, Oldenburg, Germany

    Frederic Stahl

Bibliographic Information

  • Book Title: Artificial Intelligence XXXIX

  • Book Subtitle: 42nd SGAI International Conference on Artificial Intelligence, AI 2022, Cambridge, UK, December 13–15, 2022, Proceedings

  • Editors: Max Bramer, Frederic Stahl

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-21441-7

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-21440-0Published: 15 November 2022

  • eBook ISBN: 978-3-031-21441-7Published: 05 December 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIV, 368

  • Number of Illustrations: 52 b/w illustrations, 54 illustrations in colour

  • Topics: Artificial Intelligence, Computer Engineering and Networks, Computing Milieux, Computer and Information Systems Applications

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-21441-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 79.99
Price excludes VAT (USA)