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Artificial Intelligence Research

First Southern African Conference for AI Research, SACAIR 2020, Muldersdrift, South Africa, February 22-26, 2021, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Aurona Gerber

    1. University of Pretoria, Pretoria, South Africa

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1342)

Included in the following conference series:

Conference proceedings info: SACAIR 2021.

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Table of contents (19 papers)

  1. Front Matter

    Pages i-xvi
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  3. AI in Information Systems, AI for Development and Social Good

    1. Front Matter

      Pages 51-51
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    2. Dataset Selection for Transfer Learning in Information Retrieval

      • Yastil Rughbeer, Anban W. Pillay, Edgar Jembere
      Pages 53-65

  4. Applications of AI

    1. Front Matter

      Pages 67-67
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    2. StarGAN-ZSVC: Towards Zero-Shot Voice Conversion in Low-Resource Contexts

      • Matthew Baas, Herman Kamper
      Pages 69-84

    3. Learning to Generalise in Sparse Reward Navigation Environments

      • Asad Jeewa, Anban W. Pillay, Edgar Jembere
      Pages 85-100

    4. Evaluation of a Pure-Strategy Stackelberg Game for Wildlife Security in a Geospatial Framework

      • Lisa-Ann Kirkland, Alta de Waal, Johan Pieter de Villiers
      Pages 101-118

    5. An Analysis of Deep Neural Networks for Predicting Trends in Time Series Data

      • Kouame Hermann Kouassi, Deshendran Moodley
      Pages 119-140

    6. Text-to-Speech Duration Models for Resource-Scarce Languages in Neural Architectures

      • Johannes A. Louw
      Pages 141-153

    7. Importance Sampling Forests for Location Invariant Proprioceptive Terrain Classification

      • Ditebogo Masha, Michael Burke
      Pages 154-168

    8. Hybridized Deep Learning Architectures for Human Activity Recognition

      • Bradley Joel Pillay, Anban W. Pillay, Edgar Jembere
      Pages 169-182

    9. DRICORN-K: A Dynamic RIsk CORrelation-driven Non-parametric Algorithm for Online Portfolio Selection

      • Shivaar Sooklal, Terence L. van Zyl, Andrew Paskaramoorthy
      Pages 183-196

  5. Knowledge Representation and Reasoning

    1. Front Matter

      Pages 197-197
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    2. Cognitive Defeasible Reasoning: the Extent to Which Forms of Defeasible Reasoning Correspond with Human Reasoning

      • Clayton Kevin Baker, Claire Denny, Paul Freund, Thomas Meyer
      Pages 199-219

    3. A Taxonomy of Explainable Bayesian Networks

      • Iena Petronella Derks, Alta de Waal
      Pages 220-235

    4. A Boolean Extension of KLM-Style Conditional Reasoning

      • Guy Paterson-Jones, Giovanni Casini, Thomas Meyer
      Pages 236-252
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Keywords

About this book

This book constitutes the refereed proceedings of the First Southern African Conference on  Artificial Intelligence Research, SACAIR 2020, held in Muldersdrift, South Africa, in  February 2021. Due to the COVID-19 pandemic the SACAIR 2020 has been postponed to February 2021. 

The 19 papers presented were thoroughly reviewed and selected from 53 submissions. They are organized on the topical sections on ​AI for ethics and society; AI in information systems, AI for development and social good; applications of AI; knowledge representation and reasoning; machine learning theory. 

Editors and Affiliations

  • University of Pretoria, Pretoria, South Africa

    Aurona Gerber

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