Skip to main content
SpringerLink
Log in

Artificial Intelligence XXXIX

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

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Max Bramer

    1. University of Portsmouth, Portsmouth, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Frederic Stahl

    1. DFKI: German Research Center for Artificial Intelligence, Oldenburg, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13652)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: SGAI-AI 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 64.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 84.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (31 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Best Technical Paper

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Practical Limits to Transfer Learning of Neural Network Controllers from Earth to Space Environments

      • Collins Ogundipe, Alex Ellery
      Pages 3-16

  3. Best Application Paper

    1. Front Matter

      Pages 17-17
      Download chapter PDF

    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
      Download chapter PDF

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

      • Mahsa Abazari Kia, Fatemeh Ebrahimi Khaksefidi
      Pages 37-50

    3. Data Augmentation for Pathology Prioritisation: An Improved LSTM-Based Approach

      • Jing Qi, Girvan Burnside, Frans Coenen
      Pages 51-63

    4. 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
      Download chapter PDF

    2. Bootstrapping Neural Electronics from Lunar Resources for In-Situ Artificial Intelligence Applications

      • Alex Ellery
      Pages 83-97

    3. Query Resolution of Literature Knowledge Graphs Using Hybrid Document Embeddings

      • Iqra Muhammad, Frans Coenen, Carol Gamble, Anna Kearney, Paula Williamson
      Pages 98-111

    4. 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

    5. Morality, Machines, and the Interpretation Problem: A Value-based, Wittgensteinian Approach to Building Moral Agents

      • Cosmin Badea, Gregory Artus
      Pages 124-137

    6. CRC: Consolidated Rules Construction for Expressive Ensemble Classification

      • Manal Almutairi, Frederic Stahl, Max Bramer
      Pages 138-152

    7. Competitive Learning with Spiking Nets and Spike Timing Dependent Plasticity

      • Christian Huyck, Orume Erekpaine
      Pages 153-166

    8. An Evolutionary Game Theory Model of the Decision to Confront

      • Philippe Chassy, Jon Cole, Chloe Brennan
      Pages 167-179

    9. Hidden Markov Models for Surprising Pattern Detection in Discrete Symbol Sequence Data

      • Ken McGarry
      Pages 180-194

  6. AI for Industrial Applications

    1. Front Matter

      Pages 195-195
      Download chapter PDF

    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
Back to top

Other volumes

  1. Artificial Intelligence XXXIX

Keywords

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.

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

Publish with us

Policies and ethics

Back to top

Search

Navigation