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Artificial Intelligence Research

Second Southern African Conference, SACAIR 2021, Durban, South Africa, December 6–10, 2021, Proceedings

Conference proceedings info: SACAIR 2021.

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Table of contents (22 papers)

  1. Front Matter

    Pages i-xvii
  2. AI in the Humanities and Society

    1. Front Matter

      Pages 1-1
  3. Computer Vision and Image Processing

    1. Front Matter

      Pages 61-61
    2. Improving Pose Estimation Through Contextual Activity Fusion

      • David Poulton, Richard Klein
      Pages 63-76
  4. Deep Learning

    1. Front Matter

      Pages 93-93
    2. Exploring Graph Neural Networks for Stock Market Prediction on the JSE

      • Kialan Pillay, Deshendran Moodley
      Pages 95-110
    3. Multi-style Training for South African Call Centre Audio

      • Walter Heymans, Marelie H. Davel, Charl van Heerden
      Pages 111-124
    4. Canonical and Surface Morphological Segmentation for Nguni Languages

      • Tumi Moeng, Sheldon Reay, Aaron Daniels, Jan Buys
      Pages 125-139
    5. Exploring Layerwise Decision Making in DNNs

      • Coenraad Mouton, Marelie H. Davel
      Pages 140-155
    6. Automatic Baggage Threat Detection Using Deep Attention Networks

      • Yashay Rampershad, Serestina Viriri, Mandlenkosi Gwetu
      Pages 156-173
  5. Knowledge Representation and Reasoning

    1. Front Matter

      Pages 175-175
    2. Explanation for KLM-Style Defeasible Reasoning

      • Lloyd Everett, Emily Morris, Thomas Meyer
      Pages 192-207
  6. Machine Learning

    1. Front Matter

      Pages 209-209

Other Volumes

  1. Artificial Intelligence Research

    Second Southern African Conference, SACAIR 2021, Durban, South Africa, December 6–10, 2021, Proceedings

About this book

This book constitutes the refereed proceedings of the Second Southern African Conference on  Artificial Intelligence Research, SACAIR 2021, held in Durban, South Africa, in  December 2021. Due to the COVID-19 pandemic the SACAIR 2021 was held online. 

The 22 papers presented were thoroughly reviewed and selected from the 70 submissions. They are organized on the topical sections on ​AI in the humanities and society, AI in and for information systems, computer vision and image processing, deep learning, knowledge representation and reasoning, machine learning, philosophy and ethics of AI.

Keywords

  • artificial intelligence
  • communication systems
  • computational linguistics
  • computer hardware
  • computer networks
  • computer systems
  • computer vision
  • data mining
  • databases
  • expert systems
  • Human-Computer Interaction (HCI)
  • image analysis
  • image processing
  • internet
  • machine learning
  • neural networks
  • pattern recognition
  • semantics
  • sensors
  • signal processing

Editors and Affiliations

  • University of KwaZulu-Natal, Durban, South Africa

    Edgar Jembere, Serestina Viriri, Anban Pillay

  • University of Pretoria, Pretoria, South Africa

    Aurona J. Gerber

Bibliographic Information

Buying options

eBook USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-95070-5
  • 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 89.99
Price excludes VAT (USA)