Items where Year is 2022

Conference proceedings

Sattler, Ulrike and Hogan, Aidan and Keet, C. Maria and Presutti, Valentina and Almeida, Jo{\~{a}}o Paulo A. and Takeda, Hideaki and Monnin, Pierre and Pirr{\`{o}}, Giuseppe and d'Amato, Claudia (2022) The Semantic Web - ISWC 2022 - 21st International Semantic Web Conference, Virtual Event, October 23-27, 2022, Proceedings, 21st International Semantic Web Conference, 23-27 October 2022, Lecture Notes in Computer Science, 13489, Springer.

Conference paper

Abramowitz, Sasha and Nitschke, Geoff (2022) Scalable Evolutionary Hierarchical Reinforcement Learning, Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2022), 9-13 July 2022, Boston, USA.

Abramowitz, Sasha and Nitschke, Geoff (2022) Towards Run-time Efficient Hierarchical Reinforcement Learning, Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2022), 18-23 July 2022, Padua, Italy.

Acton, Shane and Buys, Jan (2022) From GNNs to Sparse Transformers: Graph-based architectures for Multi-hop Question Answering, Proceedings of Third Southern African Conference for AI Research (SACAIR 2022), December 2022, Stellenbosch, South Africa, Artificial Intelligence Research, Communications in Computer and Information Science, 1734, 154-168, Springer, Cham.

Akhigbe, Bernard I. and Mtombeni, Khanyisa and Densmore, Melissa and Suleman, Hussein (2022) Do People in Low Resource Environments only Need Search? Exploring Digital Archive Functionalities in South Africa, Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists, 18-20 July 2022, Cape Town, South Africa, 85, 158–171, EasyChair EPiC Series in Computing.

Babasanmi, Opeoluwa Victor and Chavula, Josiah (2022) Measuring Cloud Latency in Africa, Proceedings of IEEE 11th International Conference on Cloud Networking (CloudNet 2022 ), 7–10 November 2022, Paris, France, Proceedings of the 2022 IEEE Conference on Cloud Networking 2022, 61-66, IEEE.

Drake, Rachel and Moodley, Deshendran (2022) INVEST: Ontology Driven Bayesian Networks for Investment Decision Making on the JSE, Proceedings of Second Southern African Conference for Artificial Intelligence Research, 6-10 December 2021, Online, 252-273.

Dsane, Sarah and Densmore, Melissa and Joolay, Yaseen (2022) A Descriptive Analysis of Cohesion within Virtual and Physical Small Groups of Mothers in Bandwidth-Constrained Communities in Cape Town, Proceedings of ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS), 29 June 29-1 July 2022, Seattle, WA, USA., 1-13, ACM.

Elmadani, Khalid N. and Meyer, Francois and Buys, Jan (2022) University of Cape Town’s WMT22 System: Multilingual Machine Translation for Southern African Languages, Proceedings of Seventh Conference on Machine Translation (WMT), December 2022, Abu Dhabi, Association for Computational Linguistics.

Emeruem, Chiadika and Keet, C. Maria Keet and Khan, Zubeida C. and Wang, Steve (2022) BFO Classifier: Aligning domain ontologies to BFO, Proceedings of FOUST-VI: 6th Workshop on Foundational Ontology, part of JOWO'22, CEUR-WS, 3249.

Fitzhenry, Charles and Khatieb, Tanweer and Marais, Patrick and Marquard, Stephen (2022) Low Resource, Post-processed Lecture Recording from 4K Video Streams, Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists (SAICSIT), 18-20 July 2022, Cape Town, EPiC Series in Computing, 85, 15-35, EPiC.

Furman, Greg and Toledo, Edan and Shock, Jonathan and Buys, Jan (2022) A Sequence Modelling Approach to Question Answering in Text-Based Games, Proceedings of Wordplay: When Language Meets Games Workshop, 14 July 2022, Association for Computational Linguistics.

Gillis-Webber, Frances and Keet, C. Maria (2022) A Survey of Multilingual OWL Ontologies in BioPortal, Proceedings of 13th International SWAT4HCLS Conference, 10-13 January 2022, Online.

Gower-Winter, Brandon and Nitschke, Geoff (2022) Do Harsher Environments cause Selfish or Altruistic Behavior, Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2022), 9-13 July 2022, Boston, USA.

Gower-Winter, Brandon and Nitschke, Geoff (2022) Extreme Environments Perpetuate Cooperation, Proceedings of IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2022), 4-7 December 2022.

Keet, C. Maria (2022) Exploring the ontology of pandemic, Proceedings of ICBO 2022, 25-28 September 2022, Ann Arbour, MI, USA, CEUR-WS, xxx.

Maccallum, Rob and Nitschke, Geoff (2022) Automated Ligand Design in Simulated Molecular Docking, Proceedings of 2022 Conference on Artificial Life (ALIFE 2022), 18-22 July 2022, Online.

Mbewe, Enock Samuel and Sharma, Taveesh and Chavula, Josiah (2022) PowerQoPE: A Personal Quality of Internet Protection and Experience Configurator, Proceedings of IFIP International Symposium on Human Aspects of Information Security & Assurance (HAISA 2022), 6-7 July 2022, Mytilene, (Greece), Springer.

Meyer, Francois and Buys, Jan (2022) Subword Segmental Language Modelling for Nguni Languages, Proceedings of Findings of EMNLP, 7-11 December 2022, Abu Dhabi, United Arab Emirates, Findings of EMNLP.

Meyer, Francois and Buys, Jan (2022) Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation, Proceedings of Findings of the Association for Computational Linguistics: ACL 2023, 9-14 July 2023.

Oosthuizen, D and Sharma, T and Chavula, J and Densmore, M (2022) Investigating the Usability and Quality of Experience of Mobile Video-Conferencing Apps Among Bandwidth-Constrained Users in South Africa, Proceedings of Annual Research Conference of South African Institute of Computer Scientists and Information Technologists (SAICSIT 2022), 18-19 July 2022, Cape Town, South Africa, EPiC Series in Computing, 85, EasyChair.

Ralethe, Sello and Buys, Jan (2022) Generic Overgeneralization in Pre-trained Language Models, Proceedings of International Conference on Computational Linguistics, 12-17 October 2022, Republic of Korea, International Committee on Computational Linguistics.

Sinclair, Neil and Buys, Jan (2022) Self-Supervised Text Style Transfer with Rationale Prediction and Pretrained Transformers, Proceedings of Third Southern African Conference for AI Research (SACAIR 2022), December 2022, Stellenbosch, South Africa, Artificial Intelligence Research, Communications in Computer and Information Science, 1734, 291-305, Springer, Cham.

Wanyana, Tezira and Nzomo, Mbithe and Price, C Sue and Moodley, Deshendran (2022) Combining machine learning and Bayesian networks for ECG interpretation and explanation, Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE), 23 - 25 April 2022, Online Digital Conference, 81-92, SciTePress.

Journal article (online only)

Keet, C. Maria and Khan, Zubeida C. (2022) Foundational Ontologies: From Theory to Practice and Back, Journal of Knowledge Structures and Systems, 3.

Klingberg, S and Motlahatlhedi, M and Mabena, G and Mooki, T and Verdezoto, N and Densmore, M and Norris, S (2022) “Must you make an app?” A qualitative exploration of socio-technical challenges and opportunities for designing digital maternal and child health solutions in Soweto, South Africa, PLOS Global Public Health, 2, PLOS.

Kuttel, M.M. (2022) Comparative molecular modelling of capsular polysaccharide conformations in Streptococcus suis serotypes 1, 2, 1/2 and 14 identifies common epitopes for antibody binding., Front. Mol. Biosci., 9, Frontiers.

Richardson, N. I. and Kuttel, M. M. and Ravenscroft, N. (2022) Modeling of pneumococcal serogroup 10 capsular polysaccharide molecular conformations provides insight into epitopes and observed cross-reactivity., Front. Mol. Biosci., 9, Frontiers.

Journal article (paginated)

Abdullahi, Tassallah and Nitschke, Geoff and Sweijd, Neville (2022) Predicting diarrhoea outbreaks with climate change, PLOS One, e0262008, 17, PLOS.

Akher, F. B. and Farrokhzadeh, A. and Ravenscroft, N. and Kuttel, M. M. (2022) Deciphering the Mechanism of Binding Selectivity of Chlorofluoroacetamide-Based Covalent Inhibitors toward L858R/T790M Resistance Mutation., J. Chem. Inf. Model., 62, 997-1013, American Chemical Society.

Guérin, Eric and Peytavie, Adrien and Masnou, Simon and Digne, Julie and Sauvage, Basile and Gain, James and Galin, Eric (2022) Gradient Terrain Authoring, Computer Graphics Forum, 41, 85-95, Wiley.

Hao, L. and Kuttel, M. M. and Ravenscroft, N. and Thompson, A. and Prasad, A. K. and Gangollo, S. and Tan, C. and Cooper, D. and Watson, W. and Liberator, P. and Pride, M. and Jansen, K. U. and Anderson, A. S. and Scully, I. (2022) Streptococcus pneumoniae serotype 15B polysaccharide conjugate elicits a cross-functional immune response against serotype 15C but not 15A., Vaccine, 40, 4872-4880, Elsevier.

Kruger, N. and Abramowitz, S. and Nitschke, G. (2022) Machine Learning in Diagnosing Cervical Spine Injuries, Global Spine Journal, 12, 4S-204S, Sage journals.

Lazar, R. D. and Akher, F. B. and Ravenscroft, N. and Kuttel, M. M. (2022) Carbohydrate Force Fields: The Role of Small Partial Atomic Charges in Preventing Conformational Collapse., J. Chem. Theory Comput., 18, 1156-1172, American Chemical Society.