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ORCID2nd SACAIR 2021: Durban, South Africa
- Edgar Jembere
, Aurona J. Gerber, Serestina Viriri, Anban W. Pillay:
Artificial Intelligence Research - Second Southern African Conference, SACAIR 2021, Durban, South Africa, December 6-10, 2021, Proceedings. Communications in Computer and Information Science 1551, Springer 2022, ISBN 978-3-030-95069-9
AI in the Humanities and Society
- Konstantin V. Azarov:
John Searle's Chinese Room, and Its Predecessor, a Short Story "The Game" by Anatoly Dneprov. 3-11
AI in and for Information Systems
- Aurona Gerber:
The Detection of Conversation Patterns in South African Political Tweets Through Social Network Analysis. 15-31 - C. L. de Abreu, Jacobus Philippus van Deventer:
The Application of Artificial Intelligence (AI) and Internet of Things (IoT) in Agriculture: A Systematic Literature Review. 32-46 - Danie Smit, Sunet Eybers, Jarod Smith:
A Data Analytics Organisation's Perspective on Trust and AI Adoption. 47-60
Computer Vision and Image Processing
- David Poulton, Richard Klein:
Improving Pose Estimation Through Contextual Activity Fusion. 63-76 - Mikkel du Plessis, Willie Brink:
Improving the Performance of Image Captioning Models Trained on Small Datasets. 77-91
Deep Learning
- Kialan Pillay, Deshendran Moodley:
Exploring Graph Neural Networks for Stock Market Prediction on the JSE. 95-110 - Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden:
Multi-style Training for South African Call Centre Audio. 111-124 - Tumi Moeng, Sheldon Reay, Aaron Daniels, Jan Buys:
Canonical and Surface Morphological Segmentation for Nguni Languages. 125-139 - Coenraad Mouton, Marelie H. Davel:
Exploring Layerwise Decision Making in DNNs. 140-155 - Yashay Rampershad, Serestina Viriri, Mandlenkosi Victor Gwetu:
Automatic Baggage Threat Detection Using Deep Attention Networks. 156-173
Knowledge Representation and Reasoning
- Giovanni Casini, Umberto Straccia:
A Rational Entailment for Expressive Description Logics via Description Logic Programs. 177-191 - Lloyd Everett, Emily Morris, Thomas Meyer:
Explanation for KLM-Style Defeasible Reasoning. 192-207
Machine Learning
- Mathys C. du Plessis, Antin P. Phillips, Christiaan J. Pretorius:
Revisiting the Use of Noise in Evolutionary Robotics. 211-226 - Bouwer Botha, Mathys C. du Plessis:
Avoiding Unexpected Obstacles During Robotic Navigation Using Rapidly-Exploring Random Trees and a Neural Network Simulator. 227-241 - Joseph Muthui Wacira, Dinna Ranirina, Bubacarr Bah:
Low Rank Matrix Approximation for Imputing Missing Categorical Data. 242-256 - Shivani Mahashakti Pillay, Ilya Sinayskiy, Edgar Jembere, Francesco Petruccione:
Implementing Quantum-Kernel-Based Classifiers in the NISQ Era. 257-273 - Christine Asaju, Hima Vadapalli:
A Temporal Approach to Facial Emotion Expression Recognition. 274-286 - Terence L. van Zyl:
Full Rotation Hyper-ellipsoid Multivariate Adaptive Bandwidth Kernel Density Estimator. 287-303
Philosophy and Ethics of AI
- Fabio Tollon:
Is AI a Problem for Forward Looking Moral Responsibility? The Problem Followed by a Solution. 307-318 - Emma Ruttkamp-Bloem:
Re-imagining Current AI Ethics Policy Debates: A View from the Ethics of Technology. 319-334 - Khensani Xivuri, Hossana Twinomurinzi:
A Habermasian Approach to Fair Processes in AI Algorithms. 335-343
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