SACAIR 2023 | 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.
⬇ pdf ⬇ .bibEthically-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.
⬇ pdf ⬇ .bibAssessing 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.
⬇ pdf ⬇ .bibSimilarity 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.
⬇ pdf ⬇ .bibMachine 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.
⬇ pdf ⬇ .bibTransformer-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.
⬇ pdf ⬇ .bibArtificial 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.
⬇ pdf ⬇ .bibTowards 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.
⬇ pdf ⬇ .bibComparing 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.
⬇ pdf ⬇ .bibImproving 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.
⬇ pdf ⬇ .bibInvestigating 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.
⬇ pdf ⬇ .bibData 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.
⬇ pdf ⬇ .bibThe 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.
⬇ abstract ⬇ .bibExtending Defeasible Reasoning Beyond Rational Closure
Slater, Luke and Meyer, Thomas. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.
⬇ abstract ⬇ .bibViability 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.
⬇ abstract ⬇ .bibComparative 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.
⬇ abstract ⬇ .bibEmerging 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.
⬇ abstract ⬇ .bibVoice 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.
⬇ abstract ⬇ .bibLet’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.
⬇ abstract ⬇ .bibWarfare 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.
⬇ abstract ⬇ .bibMultimodal 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.
⬇ abstract ⬇ .bibInvestigating 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.
⬇ abstract ⬇ .bibAI Literacy: A Primary Good
Benton, Paige. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.
⬇ abstract ⬇ .bibHierarchical 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.
⬇ abstract ⬇ .bibIntergenerational Justice as Driver for Responsible AI
Ruttkamp-Bloem, Emma. Artificial Intelligence Research. SACAIR2023. Communications in Computer and Information Science vol. 1976 , 2023.
⬇ abstract ⬇ .bibPuoBERTa: 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.
⬇ abstract ⬇ .bibSequence 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.
⬇ abstract ⬇ .bibImproving 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.
⬇ abstract ⬇ .bibUnit-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.
⬇ abstract ⬇ .bibImpacts 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.
⬇ abstract ⬇ .bibInvestigating 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.
⬇ abstract ⬇ .bibExploring 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.
⬇ abstract ⬇ .bibFinancial 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.
⬇ abstract ⬇ .bibA 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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