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ORCID1st 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:
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:
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:
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:
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:
Hybridized Deep Learning Architectures for Human Activity Recognition. 169-182 - Shivaar Sooklal, Terence L. van Zyl, Andrew Paskaramoorthy:
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:
Cognitive Defeasible Reasoning: the Extent to Which Forms of Defeasible Reasoning Correspond with Human Reasoning. 199-219 - Iena Petronella Derks, Alta de Waal:
A Taxonomy of Explainable Bayesian Networks. 220-235 - Guy Paterson-Jones, Giovanni Casini, Thomas Meyer:
A Boolean Extension of KLM-Style Conditional Reasoning. 236-252 - Ivan Varzinczak:
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:
Stride and Translation Invariance in CNNs. 267-281 - Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel:
Tracking Translation Invariance in CNNs. 282-295 - Arthur E. W. Venter, Marthinus W. Theunissen, Marelie H. Davel:
Pre-interpolation Loss Behavior in Neural Networks. 296-309
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