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Artificial Intelligence Research

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

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Edgar Jembere

    1. University of KwaZulu-Natal, Durban, South Africa

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  2. Aurona J. Gerber

    1. University of Pretoria, Pretoria, South Africa

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  3. Serestina Viriri

    1. University of KwaZulu-Natal, Durban, South Africa

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  4. Anban Pillay

    1. University of KwaZulu-Natal, Durban, South Africa

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1551)

Included in the following conference series:

Conference proceedings info: SACAIR 2021.

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Table of contents (22 papers)

  1. Machine Learning

    1. Revisiting the Use of Noise in Evolutionary Robotics

      • Mathys C. du Plessis, Antin P. Phillips, Christiaan J. Pretorius
      Pages 211-226

    2. Avoiding Unexpected Obstacles During Robotic Navigation Using Rapidly-Exploring Random Trees and a Neural Network Simulator

      • Bouwer Botha, Mathys C. du Plessis
      Pages 227-241

    3. Low Rank Matrix Approximation for Imputing Missing Categorical Data

      • Joseph Muthui Wacira, Dinna Ranirina, Bubacarr Bah
      Pages 242-256

    4. Implementing Quantum-Kernel-Based Classifiers in the NISQ Era

      • Shivani Mahashakti Pillay, Ilya Sinayskiy, Edgar Jembere, Francesco Petruccione
      Pages 257-273

    5. A Temporal Approach to Facial Emotion Expression Recognition

      • Christine Asaju, Hima Vadapalli
      Pages 274-286

    6. Full Rotation Hyper-ellipsoid Multivariate Adaptive Bandwidth Kernel Density Estimator

      • Terence L. van Zyl
      Pages 287-303

  2. Philosophy and Ethics of AI

    1. Front Matter

      Pages 305-305
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    2. Is AI a Problem for Forward Looking Moral Responsibility? The Problem Followed by a Solution

      • Fabio Tollon
      Pages 307-318

    3. Re-imagining Current AI Ethics Policy Debates: A View from the Ethics of Technology

      • Emma Ruttkamp-Bloem
      Pages 319-334

    4. A Habermasian Approach to Fair Processes in AI Algorithms

      • Khensani Xivuri, Hossana Twinomurinzi
      Pages 335-343

  3. Back Matter

    Pages 345-345
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  1. Artificial Intelligence Research

Keywords

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.

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

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