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Artificial Intelligence XXXVIII

41st SGAI International Conference on Artificial Intelligence, AI 2021, Cambridge, UK, December 14–16, 2021, Proceedings

Conference proceedings info: SGAI-AI 2021.

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Table of contents (31 papers)

  1. Front Matter

    Pages i-xiv
  2. Technical Papers

    1. Front Matter

      Pages 1-1
  3. Machine Learning

    1. Front Matter

      Pages 17-17
    2. Generation of Human-Aware Navigation Maps Using Graph Neural Networks

      • Daniel Rodriguez-Criado, Pilar Bachiller, Luis J. Manso
      Pages 19-32
    3. ORACLE: End-to-End Model Based Reinforcement Learning

      • Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo
      Pages 44-57
  4. AI Techniques

    1. Front Matter

      Pages 73-73
    2. Assessing the Impact of Agents in Weighted Bipolar Argumentation Frameworks

      • Areski Himeur, Bruno Yun, Pierre Bisquert, Madalina Croitoru
      Pages 75-88
    3. Towards Explainable Metaheuristics: PCA for Trajectory Mining in Evolutionary Algorithms

      • Martin Fyvie, John A. W. McCall, Lee A. Christie
      Pages 89-102
    4. Probabilistic Rule Induction for Transparent CBR Under Uncertainty

      • Martin Jedwabny, Pierre Bisquert, Madalina Croitoru
      Pages 117-130
  5. Short Technical Stream Papers

    1. Front Matter

      Pages 131-131
    2. Detection of Brain Tumour Using Deep Learning

      • Waqar Ahmed, Savas Konur
      Pages 133-138
    3. GaussianProductAttributes: Density-Based Distributed Representations for Products

      • Hossein Ghodrati Noushahr, Jeremy Levesley, Samad Ahmadi, Evgeny Mirkes
      Pages 139-145
    4. Modelling Emotion Dynamics in Chatbots with Neural Hawkes Processes

      • Ahmed Abouzeid, Ole-Christoffer Granmo, Morten Goodwin
      Pages 146-151
    5. Knowledge-Based Composable Inductive Programming

      • Edward McDaid, Sarah McDaid
      Pages 152-157
    6. Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models

      • M. Arguello-Casteleiro, N. Maroto, C. Wroe, C. Sevillano Torrado, C. Henson, J. Des-Diz et al.
      Pages 158-163
  6. Application Papers

    1. Front Matter

      Pages 165-165

Other Volumes

  1. Artificial Intelligence XXXVIII

    41st SGAI International Conference on Artificial Intelligence, AI 2021, Cambridge, UK, December 14–16, 2021, Proceedings

About this book

This book constitutes the proceedings of the 41st SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2021, which was supposed to be held in Cambridge, UK, in December 2021. The conference was held virtually due to the COVID-19 pandemic.

The 22 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 37 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: technical paper; machine learning; AI techniques; short technical stream papers; application papers; applications of machine learning; AI for medicine; advances in applied AI; and short application stream papers.

Keywords

  • artificial intelligence
  • case-based reasoning
  • computer vision
  • constraint satisfaction
  • data mining
  • deep learning
  • fuzzy logic
  • image processing
  • information retrieval
  • intelligent systems
  • knowledge-based system
  • machine learning
  • natural language processing
  • neural networks
  • rule induction
  • semantics
  • signal processing
  • vision systems

Editors and Affiliations

  • University of Portsmouth, Portsmouth, UK

    Max Bramer

  • RKE Consulting, Micheldever, UK

    Richard Ellis

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-91100-3
  • 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)