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1st SACAIR 2020: Muldersdrift, South Africa
- Aurona J. Gerber
:
Artificial Intelligence Research - First Southern African Conference for AI Research, SACAIR 2020, Muldersdrift, South Africa, February 22-26, 2021, Proceedings. Communications in Computer and Information Science 1342, Springer 2020, ISBN 978-3-030-66150-2
AI for Ethics and Society
- Cindy Friedman
:
Human-Robot Moral Relations: Human Interactants as Moral Patients of Their Own Agential Moral Actions Towards Robots. 3-20 - Jaco Kruger
:
Nature, Culture, AI and the Common Good - Considering AI's Place in Bruno Latour's Politics of Nature. 21-33 - Emma Ruttkamp-Bloem
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The Quest for Actionable AI Ethics. 34-50
AI in Information Systems, AI for Development and Social Good
- Yastil Rughbeer
, Anban W. Pillay
, Edgar Jembere
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Dataset Selection for Transfer Learning in Information Retrieval. 53-65
Applications of AI
- Matthew Baas
, Herman Kamper
:
StarGAN-ZSVC: Towards Zero-Shot Voice Conversion in Low-Resource Contexts. 69-84 - Asad Jeewa
, Anban W. Pillay
, Edgar Jembere
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Learning to Generalise in Sparse Reward Navigation Environments. 85-100 - Lisa-Ann Kirkland
, Alta de Waal
, Johan Pieter de Villiers
:
Evaluation of a Pure-Strategy Stackelberg Game for Wildlife Security in a Geospatial Framework. 101-118 - Kouame Hermann Kouassi
, Deshendran Moodley
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An Analysis of Deep Neural Networks for Predicting Trends in Time Series Data. 119-140 - Johannes A. Louw
:
Text-to-Speech Duration Models for Resource-Scarce Languages in Neural Architectures. 141-153 - Ditebogo Masha, Michael Burke:
Importance Sampling Forests for Location Invariant Proprioceptive Terrain Classification. 154-168 - Bradley Joel Pillay
, Anban W. Pillay
, Edgar Jembere
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Hybridized Deep Learning Architectures for Human Activity Recognition. 169-182 - Shivaar Sooklal
, Terence L. van Zyl
, Andrew Paskaramoorthy
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DRICORN-K: A Dynamic RIsk CORrelation-driven Non-parametric Algorithm for Online Portfolio Selection. 183-196
Knowledge Representation and Reasoning
- Clayton Kevin Baker
, Claire Denny
, Paul Freund
, Thomas Meyer
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Cognitive Defeasible Reasoning: the Extent to Which Forms of Defeasible Reasoning Correspond with Human Reasoning. 199-219 - Iena Petronella Derks
, Alta de Waal
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A Taxonomy of Explainable Bayesian Networks. 220-235 - Guy Paterson-Jones
, Giovanni Casini
, Thomas Meyer
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A Boolean Extension of KLM-Style Conditional Reasoning. 236-252 - Ivan Varzinczak
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An Exercise in a Non-classical Semantics for Reasoning with Incompleteness and Inconsistencies. 253-264
Machine Learning Theory
- Coenraad Mouton
, Johannes C. Myburgh
, Marelie H. Davel
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Stride and Translation Invariance in CNNs. 267-281 - Johannes C. Myburgh
, Coenraad Mouton
, Marelie H. Davel
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Tracking Translation Invariance in CNNs. 282-295 - Arthur E. W. Venter
, Marthinus W. Theunissen
, Marelie H. Davel
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Pre-interpolation Loss Behavior in Neural Networks. 296-309
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