SACAIR 2023 Proceedings

SACAIR 2023 | Publications

Publications

Fourth Southern African Conference for Artificial Intelligence Research: SACAIR23 | Publications

Governance of AI Ethics: Perspective from the Global South (Africa)

Ormond, Emile. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Ethically-sound Artificial Intelligence for Potential Deployment in Social Work Education and Practice: A Global South Perspective.

Molala, Thommy and Zimba, Zibonele. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Assessing the Feasibility of Identifying Unique Features of Wildlife from A Drone’s Perspective

Myoya, Rozina and Matojane, Lesego and Marivate, Vukosi and Modupe, Abiodun and Myburgh, Albert. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Similarity measure for word embeddings applied to protein-protein interaction prediction

Jardim, Claudio and De Waal, Alta and Fabris-Rotelli, Inger and Nakhaeirad, Najmeh and Mazarura, Jocelyn. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Machine learning methods do have a place in univariate time series forecasting

Riba, Evans and Malan, Katherine and Mudimu, Edinah. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Transformer-based Text Generation for Code-Switched Sepedi-English News

Ramalepe, Simon and Modipa, Thipe and Davel, Marelie. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Artificial Intelligence (AI) and children in Africa: A sandboxed childhood and a normative ethics point of view

Liywalii, Eddie. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Towards a SCADA Cybersecurity Model with Machine Learning Algorithms

Banda, Takudzwa Vincent and Blaauw, Dewald and Watson, Bruce. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Comparing Transformer-based and GBDT models on tabular data: A Rossmann Store Sales case study

Middel, Coenraad and Davel, Marelie. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Improving Prosodic Features Extraction for Tone Detection in Yemba Language

Sturm, Kenfack Jeuguim Marc and Paulin, Melatagia Yonta. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Investigating Factored Cognition in Large Language Models For Answering Ethically Nuanced Questions

Sturgeon, Benjamin and Muhia, Brian and Kgomo, Jonas. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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Data Augmentation for Low Resource Neural Machine Translation for Sotho-Tswana Languages (full paper)

Mojapelo, Maxwell and Buys, Jan and Mojapelo, Maxwell. Proceedings of the Fourth Southern African Conference for Artificial Intelligence Research. online , 2023.

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The decision criteria used by large organisations in South Africa for adopting Artificial Intelligence

Mohammed, Fawwaz and Seymour, Lisa. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Extending Defeasible Reasoning Beyond Rational Closure

Slater, Luke and Meyer, Thomas. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Viability of Convolutional Variational Autoencoders for Lifelong Class Incremental Similarity Learning

Huo, Jiahao and Van Zyl, Terence. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Comparative Study of Image Resolution Techniques in the Detection of Cancer Using Neural Networks

Nagaya, Oliver and Pillay, Anban and Jembere, Edgar. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Emerging AI Discourses and Policies in the EU: Implications for Evolving AI Governance

Torres, Ana Paula Gonzalez and Kajava, Kaisla and Sawhney, Nitin. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Voice Conversion for Stuttered Speech, Instruments, Unseen Languages and Textually Described Voices

Baas, Matthew and Kamper, Herman. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Let’s play games: Using no-code AI to reduce human cognitive load during AI solution development

Graaf, Armand and Eybers, Sunet and Smit, Danie. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Warfare in the Age of AI: A Critical Evaluation of Arkin’s Case for Ethical Autonomy in Unmanned Systems

Styber, Maxine. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Multimodal Misinformation Detection in a South African Social Media Environment

De Jager, Amica and Marivate, Vukosi. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Investigating Frequent Pattern-based Models for Improving Community Policing in South Africa.

Macingwane, Apiwe and Isafiade, Omowunmi. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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AI Literacy: A Primary Good

Benton, Paige. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Hierarchical Text Classification using Language Models with Global Label-wise Attention Mechanisms

du Toit, Jaco and Dunaiski, Marcel. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Intergenerational Justice as Driver for Responsible AI

Ruttkamp-Bloem, Emma. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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PuoBERTa: Training and evaluation of a curated language model for Setswana

Marivate, Vukosi and Mots’Oehli, Moseli and Wagner, Valencia and Lastrucci, Richard and Dzingirai, Isheanesu. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Sequence Based Deep Neural Networks for Channel Estimation in Vehicular Communication Systems

Aldrin, Simbarashe Ngorima and Helberg, Albert and Davel, Marelie. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Improving Semi-Supervised Learning in Generative Adversarial Networks

Moolla, Faheem and Van Zyl, Terence and Wang, Hairong. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Unit-Based Genetic Algorithmic Approach for Optimal Multipurpose Batch Plant Scheduling

Van Zyl, Terence and Woolway, Matthew. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Impacts of Architectural Enhancements on Sequential Recommendation Models

Muthivhi, Mufhumudzi and Van Zyl, Terence and Wang, Hairong. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Investigating the extent and usability of webtext available in South Africa’s official languages

de Wet, Febe and Eiselen, Roald and Schillack, Erwin and Puttkammer, Martin. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Exploring the ethical and societal concerns of Generative AI in Internet of Things (IoT) environments

Chimbga, Bridget. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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Financial Inclusion in Sub-Saharan Emerging Markets: The Application of Deep Learning to Improve Determinants

Dlamini, Johnson and Marshall, Linda and Modupe, Abiodun. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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A comparative study of over-sampling techniques as applied to seismic events

Mokoatle, Mpho and Coleman, Toshka and Mokilane, Paul. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.

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