Publications

52 entries « 1 of 2 »

2025

Nzomo, Mbithe; Moodley, Deshendran

Integrating Knowledge Graphs and Bayesian Networks: A Hybrid Approach for Explainable Disease Risk Prediction Proceedings Article

In: Proceedings of the 49th IEEE International Conference on Computers, Software, and Applications (COMPSAC), 2025.

BibTeX

Plessis, Morne Du; Moodley, Deshendran

An Online Self-Learning System for Real-Time Anomaly Prediction in Minerals Processing Unpublished

2025.

BibTeX

2024

Nzomo, Mbithe; Moodley, Deshendran

A Semantic Architecture for Continuous Health Monitoring, Risk Prediction, and Proactive Decision Making Best Paper Proceedings Article

In: Shaban-Nejad, Arash; Michalowski, Martin; Bianco, Simone (Ed.): AI for Health Equity and Fairness, Springer, Cham, 2024.

Links | BibTeX

Nzomo, Mbithe; Moodley, Deshendran

Semantic web technologies in sensor-based personal health monitoring systems: A systematic mapping study Unpublished

2024.

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Gaibie, Adeeb; Amir, Hamza; Nandutu, Irene; Moodley, Deshendran

Predicting and Discovering Weather Patterns in South Africa Using Spatial-Temporal Graph Neural Networks Proceedings Article

In: Southern African Conference for Artificial Intelligence Research, pp. 144–160, Springer 2024.

BibTeX

Chuang, Leonard; Moodley, Deshendran

Exploring deep autoencoders for cluster analysis of residential electricity consumption behaviour in South Africa Proceedings Article

In: SACAIR online proceedings, https://2024.sacair.org.za/wp-content/uploads/2024/12/SACAIR24_vol_II.pdf, 2024.

BibTeX

Boakes, Jamie

An analysis of the performance and interpretability of machine learning classification algorithms to predict long-term share returns on the JSE Masters Thesis

Department of Computer Science, 2024.

BibTeX

2023

Moodley, Deshendran; Seebregts, Christopher J.

Re-imagining Health and Well-being in Low Resource African Settings using an Augmented AI System and a 3D Digital Twin Proceedings Article

In: Lombardo, Gianfranco; Picone, Marco; Recupero, Diego Reforgiato; Vizzari, Giuseppe (Ed.): The First Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 32nd International Joint Conference on Artificial Intelligence (AI4DT&CP@IJCAI 2023), Macao S.A.R, August 19th 2023, pp. 23–40, CEUR-WS.org, 2023.

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2022

Price, Catherine Susan; Moodley, Deshen; Pillay, Anban W.; Rens, Gavin

An adaptive, probabilistic, cognitive agent architecture for modelling sugarcane growers' operational decision-making Journal Article

In: South Afr. Comput. J., vol. 34, no. 1, 2022.

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Blem, Morgan; Cristaudo, Chesney; Moodley, Deshendran

Deep Neural Networks For Online Trend Prediction Proceedings Article

In: 25th International Conference on Information Fusion, FUSION 2022, Linköping, Sweden, July 4-7, 2022, pp. 1–8, IEEE, 2022.

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Wanyana, Tezira; Nzomo, Mbithe; Price, C. Sue; Moodley, Deshendran

Combining Machine Learning and Bayesian Networks for ECG Interpretation and Explanation Proceedings Article

In: Ziefle, Martina; Mulvenna, Maurice D.; Maciaszek, Leszek A. (Ed.): Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health, ICT4AWE 2022, Online Streaming, April 23-25, 2022, pp. 81–92, SCITEPRESS, 2022.

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Wanyana, Tezira; Nzomo, Mbithe; Price, C. Sue; Moodley, Deshendran

A Personal Health Agent for Decision Support in Arrhythmia Diagnosis Proceedings Article

In: Maciaszek, Leszek A.; Mulvenna, Maurice D.; Ziefle, Martina (Ed.): Information and Communication Technologies for Ageing Well and e-Health - 7th International Conference, ICT4AWE 2021, Virtual Event, April 24-26, 2021, and 8th International Conference, ICT4AWE 2022, Virtual Event, April 23-25, 2022, Revised Selected Papers, pp. 385–407, Springer, 2022.

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Taylor, Daniel; Shock, Jonathan P.; Moodley, Deshendran; Ipser, Jonathan; Treder, Matthias

Brain Structural Saliency over the Ages Proceedings Article

In: Nicosia, Giuseppe; Ojha, Varun; Malfa, Emanuele La; Malfa, Gabriele La; Pardalos, Panos M.; Fatta, Giuseppe Di; Giuffrida, Giovanni; Umeton, Renato (Ed.): Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part II, pp. 525–548, Springer, 2022.

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Davidson, Mikhail; Moodley, Deshendran

ST-GNNs for Weather Prediction in South Africa Proceedings Article

In: Pillay, Anban W.; Jembere, Edgar; Gerber, Aurona (Ed.): Artificial Intelligence Research - Third Southern African Conference, SACAIR 2022, Stellenbosch, South Africa, December 5-9, 2022, Proceedings, pp. 93–107, Springer, 2022.

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Wang, Steve; Meyer, Thomas; Moodley, Deshendran

Defeasible Justification Using the KLM Framework Proceedings Article

In: Pillay, Anban W.; Jembere, Edgar; Gerber, Aurona (Ed.): Artificial Intelligence Research - Third Southern African Conference, SACAIR 2022, Stellenbosch, South Africa, December 5-9, 2022, Proceedings, pp. 187–201, Springer, 2022.

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2021

Kouassi, Kouame Hermann; Moodley, Deshendran

Automated deep learning for trend prediction in time series data Proceedings Article

In: 24th IEEE International Conference on Information Fusion, FUSION 2021, Sun City, South Africa, November 1-4, 2021, pp. 1–8, IEEE, 2021.

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Wanyana, Tezira; Moodley, Deshendran

An Agent Architecture for Knowledge Discovery and Evolution Proceedings Article

In: Edelkamp, Stefan; Möller, Ralf; Rueckert, Elmar (Ed.): KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27 - October 1, 2021, Proceedings, pp. 241–256, Springer, 2021.

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2020

Moodley, Deshendran; Davel, Marelie Hattingh

Guest Editorial: FAIR 2019 special issue Journal Article

In: South Afr. Comput. J., vol. 32, no. 2, 2020.

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Toussaint, Wiebke; Moodley, Deshendran

Clustering Residential Electricity Consumption Data to Create Archetypes that Capture Household Behaviour in South Africa Journal Article

In: South Afr. Comput. J., vol. 32, no. 2, 2020.

Links | BibTeX

Kouassi, Kouame Hermann; Moodley, Deshendran

An Analysis of Deep Neural Networks for Predicting Trends in Time Series Data Proceedings Article

In: Gerber, Aurona J. (Ed.): Artificial Intelligence Research - First Southern African Conference for AI Research, SACAIR 2020, Muldersdrift, South Africa, February 22-26, 2021, Proceedings, pp. 119–140, Springer, 2020.

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Toussaint, Wiebke; Moodley, Deshendran

Identifying optimal clustering structures for residential energy consumption patterns using competency questions Proceedings Article

In: SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, Cape Town, South Africa, 14-16 September, 2020, pp. 66–73, ACM, 2020.

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Clark, Andrew; Pillay, Anban W.; Moodley, Deshendran

A system for pose analysis and selection in virtual reality environments Proceedings Article

In: SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, Cape Town, South Africa, 14-16 September, 2020, pp. 210–216, ACM, 2020.

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Toussaint, Wiebke; Moodley, Deshendran

Using competency questions to select optimal clustering structures for residential energy consumption patterns Unpublished

2020.

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Toussaint, Wiebke; Moodley, Deshendran

Automating Cluster Analysis to Generate Customer Archetypes for Residential Energy Consumers in South Africa Unpublished

2020.

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Kouassi, Kouame Hermann; Moodley, Deshendran

Automatic deep learning for trend prediction in time series data Proceedings Article

In: 2020.

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2019

Toussaint, Wiebke; Moodley, Deshendran

Comparison of clustering techniques for residential load profiles in South Africa Proceedings Article

In: Davel, Marelie H.; Barnard, Etienne (Ed.): Proceedings of the South African Forum for Artificial Intelligence Research, Cape Town, South Africa, 4-6 December, 2019, pp. 117–132, CEUR-WS.org, 2019.

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Price, C. Sue; Moodley, Deshendran; Pillay, Anban W.

Modelling uncertain adaptive decisions: Application to KwaZulu-Natal sugarcane growers Proceedings Article

In: Davel, Marelie H.; Barnard, Etienne (Ed.): Proceedings of the South African Forum for Artificial Intelligence Research, Cape Town, South Africa, 4-6 December, 2019, pp. 145–160, CEUR-WS.org, 2019.

Links | BibTeX

2018

Price, C. Sue; Moodley, Deshen; Pillay, Anban W.

Dynamic Bayesian decision network to represent growers' adaptive pre-harvest burning decisions in a sugarcane supply chain Proceedings Article

In: Petratos, Sue; Niekerk, Johan Van; Haskins, Bertram (Ed.): Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, SAICSIT 2018, Port Elizabeth, South Africa, September 26-28, 2018, pp. 89–98, ACM, 2018.

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2017

Rens, Gavin; Moodley, Deshendran

A hybrid POMDP-BDI agent architecture with online stochastic planning and plan caching Journal Article

In: Cogn. Syst. Res., vol. 43, pp. 1–20, 2017.

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Coetzer, Willem; Moodley, Deshendran; Gerber, Aurona

A knowledge-based system for generating interaction networks from ecological data Journal Article

In: Data Knowl. Eng., vol. 112, pp. 55–78, 2017.

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Adeleke, Jude A.; Moodley, Deshendran; Rens, Gavin; Adewumi, Aderemi Oluyinka

Integrating Statistical Machine Learning in a Semantic Sensor Web for Proactive Monitoring and Control Journal Article

In: Sensors, vol. 17, no. 4, pp. 807, 2017.

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2016

Kala, Jules Raymond; Viriri, Serestina; Moodley, Deshendran; Tapamo, Jules-Raymond

Leaf Classification Using Convexity Measure of Polygons Proceedings Article

In: Mansouri, Alamin; Nouboud, Fathallah; Chalifour, Alain; Mammass, Driss; Meunier, Jean; Elmoataz, Abderrahim (Ed.): Image and Signal Processing - 7th International Conference, ICISP 2016, Trois-Rivières, QC, Canada, May 30 - June 1, 2016, Proceedings, pp. 51–60, Springer, 2016.

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Kala, Jules R.; Viriri, Serestina; Moodley, Deshendran

Leaf Classification Using Convexity Moments of Polygons Proceedings Article

In: Bebis, George; Boyle, Richard; Parvin, Bahram; Koracin, Darko; Porikli, Fatih; Skaff, Sandra; Entezari, Alireza; Min, Jianyuan; Iwai, Daisuke; Sadagic, Amela; Scheidegger, Carlos; Isenberg, Tobias (Ed.): Advances in Visual Computing - 12th International Symposium, ISVC 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part II, pp. 330–339, Springer, 2016.

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Clark, Andrew; Moodley, Deshendran

A System for a Hand Gesture-Manipulated Virtual Reality Environment Proceedings Article

In: Blauw, Frans F.; Coetzee, Marijke; Coulter, Duncan Anthony; Ehlers, Elize M.; Leung, Wai Sze; Marnewick, Carl; Haar, Dustin (Ed.): Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, SAICSIT 2016, Johannesburg, South Africa, September 26-28, 2016, pp. 10:1–10:10, ACM, 2016.

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Waltham, Michael; Moodley, Deshen

An Analysis of Artificial Intelligence Techniques in Multiplayer Online Battle Arena Game Environments Proceedings Article

In: Blauw, Frans F.; Coetzee, Marijke; Coulter, Duncan Anthony; Ehlers, Elize M.; Leung, Wai Sze; Marnewick, Carl; Haar, Dustin (Ed.): Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, SAICSIT 2016, Johannesburg, South Africa, September 26-28, 2016, pp. 45:1–45:7, ACM, 2016.

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Rens, Gavin; Moodley, Deshendran

A Hybrid POMDP-BDI Agent Architecture with Online Stochastic Planning and Plan Caching Journal Article

In: CoRR, vol. abs/1607.00656, 2016.

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2015

Kala, Jules R.; Viriri, Serestina; Moodley, Deshendran

Sinuosity Coefficients for Leaf Shape Characterisation Proceedings Article

In: Pillay, Nelishia; Engelbrecht, Andries P.; Abraham, Ajith; Plessis, Mathys C.; Snásel, Václav; Muda, Azah Kamilah (Ed.): Advances in Nature and Biologically Inspired Computing - Proceedings of the 7th World Congress on Nature and Biologically Inspired Computing (NaBIC 2015) in Pietermaritzburg, South Africa, held December 01-03, 2015, pp. 141–150, Springer, 2015.

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Adeleke, Jude A.; Moodley, Deshendran

An Ontology for Proactive Indoor Environmental Quality Monitoring and Control Proceedings Article

In: Barnett, Richard J.; Cleophas, Loek G.; Kourie, Derrick G.; Roux, Daniel B.; Watson, Bruce W. (Ed.): Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, SAICSIT '15, Stellenbosch, South Africa, September 28-30, 2015, pp. 2:1–2:10, ACM, 2015.

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Ogundele, Olukunle A.; Moodley, Deshendran; Seebregts, Christopher J.; Pillay, Anban W.

An Ontology for Tuberculosis Treatment Adherence Behaviour Proceedings Article

In: Barnett, Richard J.; Cleophas, Loek G.; Kourie, Derrick G.; Roux, Daniel B.; Watson, Bruce W. (Ed.): Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, SAICSIT '15, Stellenbosch, South Africa, September 28-30, 2015, pp. 30:1–30:10, ACM, 2015.

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2014

Coetzer, Willem; Moodley, Deshendran; Gerber, Aurona

A knowledge-based system for discovering ecological interactions in biodiversity data-stores of heterogeneous specimen-records: A case-study of flower-visiting ecology Journal Article

In: Ecol. Informatics, vol. 24, pp. 47–59, 2014.

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Ogundele, Olukunle A.; Moodley, Deshendran; Seebregts, Christopher J.; Pillay, Anban W.

Building Semantic Causal Models to Predict Treatment Adherence for Tuberculosis Patients in Sub-Saharan Africa Proceedings Article

In: Huhn, Michaela; Williams, Laurie A. (Ed.): Software Engineering in Health Care - 4th International Symposium, FHIES 2014, and 6th International Workshop, SEHC 2014, Washington, DC, USA, July 17-18, 2014, Revised Selected Papers, pp. 81–95, Springer, 2014.

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Harmse, Hendrina; Britz, Katarina; Gerber, Aurona; Moodley, Deshendran

Scenario Testing Using Formal Ontologies Proceedings Article

In: Guizzardi, Giancarlo; Pastor, Oscar; Wand, Yair; Cesare, Sergio; Gailly, Frederik; Lycett, Mark; Partridge, Chris (Ed.): Proceedings of the 1st Joint Workshop ONTO.COM / ODISE on Ontologies in Conceptual Modeling and Information Systems Engineering co-located with 8th International Conference on Formal Ontology in Information Systems, ONTO.COM/ODISE@FOIS 2014, Rio de Janeiro, Brazil, September 21, 2014, CEUR-WS.org, 2014.

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2013

Mudaly, Thinasagree; Moodley, Deshendran; Pillay, Anban W.; Seebregts, Christopher J.

Architectural frameworks for developing national health information systems in low and middle income countries Proceedings Article

In: Proceedings of the First International Conference on Enterprise Systems: ES 2013, Cape Town, South Africa, November 7-8, 2013, pp. 1–9, IEEE, 2013.

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Coetzer, Willem; Moodley, Deshendran; Gerber, Aurona

A Case-Study of Ontology-Driven Semantic Mediation of Flower-Visiting Data from Heterogeneous Data-Stores in Three South African Natural History Collections Proceedings Article

In: Cimiano, Philipp; Fernández, Miriam; López, Vanessa; Schlobach, Stefan; Völker, Johanna (Ed.): The Semantic Web: ESWC 2013 Satellite Events - ESWC 2013 Satellite Events, Montpellier, France, May 26-30, 2013, Revised Selected Papers, pp. 87–100, Springer, 2013.

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Dube, Kudakwashe; Moodley, Deshendran; Thies, Bill; Liu, Jane W. -S.; Cafazzo, Joseph A.; Sokolsky, Oleg

Panel Position Statements Proceedings Article

In: Gibbons, Jeremy; MacCaull, Wendy (Ed.): Foundations of Health Information Engineering and Systems - Third International Symposium, FHIES 2013, Macau, China, August 21-23, 2013. Revised Selected Papers, pp. 22–31, Springer, 2013.

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Moodley, Deshendran; Seebregts, Christopher J.; Pillay, Anban W.; Meyer, Thomas

An Ontology for Regulating eHealth Interoperability in Developing African Countries Proceedings Article

In: Gibbons, Jeremy; MacCaull, Wendy (Ed.): Foundations of Health Information Engineering and Systems - Third International Symposium, FHIES 2013, Macau, China, August 21-23, 2013. Revised Selected Papers, pp. 107–124, Springer, 2013.

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Brandt, Pascal S.; Moodley, Deshendran; Pillay, Anban W.; Seebregts, Christopher J.; Oliveira, Tulio

An Investigation of Classification Algorithms for Predicting HIV Drug Resistance without Genotype Resistance Testing Proceedings Article

In: Gibbons, Jeremy; MacCaull, Wendy (Ed.): Foundations of Health Information Engineering and Systems - Third International Symposium, FHIES 2013, Macau, China, August 21-23, 2013. Revised Selected Papers, pp. 236–253, Springer, 2013.

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2012

Moodley, Deshendran; Simonis, Ingo; Tapamo, Jules-Raymond

An Architecture for Managing Knowledge and System Dynamism in the Worldwide Sensor Web Journal Article

In: Int. J. Semantic Web Inf. Syst., vol. 8, no. 1, pp. 64–88, 2012.

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Crichton, Ryan; Moodley, Deshendran; Pillay, Anban W.; Gakuba, Richard; Seebregts, Christopher J.

An Architecture and Reference Implementation of an Open Health Information Mediator: Enabling Interoperability in the Rwandan Health Information Exchange Proceedings Article

In: Weber, Jens H.; Perseil, Isabelle (Ed.): Foundations of Health Information Engineering and Systems - Second International Symposium, FHIES 2012, Paris, France, August 27-28, 2012. Revised Selected Papers, pp. 87–104, Springer, 2012.

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2011

Moodley, Deshendran; Pillay, Anban W.; Seebregts, Christopher J.

Position Paper: Researching and Developing Open Architectures for National Health Information Systems in Developing African Countries Proceedings Article

In: Liu, Zhiming; Wassyng, Alan (Ed.): Foundations of Health Informatics Engineering and Systems - First International Symposium, FHIES 2011, Johannesburg, South Africa, August 29-30, 2011. Revised Selected Papers, pp. 129–139, Springer, 2011.

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52 entries « 1 of 2 »
52 entries « 1 of 2 »

2025

Nzomo, Mbithe; Moodley, Deshendran

Integrating Knowledge Graphs and Bayesian Networks: A Hybrid Approach for Explainable Disease Risk Prediction Proceedings Article

In: Proceedings of the 49th IEEE International Conference on Computers, Software, and Applications (COMPSAC), 2025.

BibTeX

Plessis, Morne Du; Moodley, Deshendran

An Online Self-Learning System for Real-Time Anomaly Prediction in Minerals Processing Unpublished

2025.

BibTeX

2024

Nzomo, Mbithe; Moodley, Deshendran

A Semantic Architecture for Continuous Health Monitoring, Risk Prediction, and Proactive Decision Making Best Paper Proceedings Article

In: Shaban-Nejad, Arash; Michalowski, Martin; Bianco, Simone (Ed.): AI for Health Equity and Fairness, Springer, Cham, 2024.

Links | BibTeX

Nzomo, Mbithe; Moodley, Deshendran

Semantic web technologies in sensor-based personal health monitoring systems: A systematic mapping study Unpublished

2024.

Links | BibTeX

Gaibie, Adeeb; Amir, Hamza; Nandutu, Irene; Moodley, Deshendran

Predicting and Discovering Weather Patterns in South Africa Using Spatial-Temporal Graph Neural Networks Proceedings Article

In: Southern African Conference for Artificial Intelligence Research, pp. 144–160, Springer 2024.

BibTeX

Chuang, Leonard; Moodley, Deshendran

Exploring deep autoencoders for cluster analysis of residential electricity consumption behaviour in South Africa Proceedings Article

In: SACAIR online proceedings, https://2024.sacair.org.za/wp-content/uploads/2024/12/SACAIR24_vol_II.pdf, 2024.

BibTeX

Boakes, Jamie

An analysis of the performance and interpretability of machine learning classification algorithms to predict long-term share returns on the JSE Masters Thesis

Department of Computer Science, 2024.

BibTeX

2023

Moodley, Deshendran; Seebregts, Christopher J.

Re-imagining Health and Well-being in Low Resource African Settings using an Augmented AI System and a 3D Digital Twin Proceedings Article

In: Lombardo, Gianfranco; Picone, Marco; Recupero, Diego Reforgiato; Vizzari, Giuseppe (Ed.): The First Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 32nd International Joint Conference on Artificial Intelligence (AI4DT&CP@IJCAI 2023), Macao S.A.R, August 19th 2023, pp. 23–40, CEUR-WS.org, 2023.

Links | BibTeX

2022

Price, Catherine Susan; Moodley, Deshen; Pillay, Anban W.; Rens, Gavin

An adaptive, probabilistic, cognitive agent architecture for modelling sugarcane growers' operational decision-making Journal Article

In: South Afr. Comput. J., vol. 34, no. 1, 2022.

Links | BibTeX

Blem, Morgan; Cristaudo, Chesney; Moodley, Deshendran

Deep Neural Networks For Online Trend Prediction Proceedings Article

In: 25th International Conference on Information Fusion, FUSION 2022, Linköping, Sweden, July 4-7, 2022, pp. 1–8, IEEE, 2022.

Links | BibTeX

Wanyana, Tezira; Nzomo, Mbithe; Price, C. Sue; Moodley, Deshendran

Combining Machine Learning and Bayesian Networks for ECG Interpretation and Explanation Proceedings Article

In: Ziefle, Martina; Mulvenna, Maurice D.; Maciaszek, Leszek A. (Ed.): Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health, ICT4AWE 2022, Online Streaming, April 23-25, 2022, pp. 81–92, SCITEPRESS, 2022.

Links | BibTeX

Wanyana, Tezira; Nzomo, Mbithe; Price, C. Sue; Moodley, Deshendran

A Personal Health Agent for Decision Support in Arrhythmia Diagnosis Proceedings Article

In: Maciaszek, Leszek A.; Mulvenna, Maurice D.; Ziefle, Martina (Ed.): Information and Communication Technologies for Ageing Well and e-Health - 7th International Conference, ICT4AWE 2021, Virtual Event, April 24-26, 2021, and 8th International Conference, ICT4AWE 2022, Virtual Event, April 23-25, 2022, Revised Selected Papers, pp. 385–407, Springer, 2022.

Links | BibTeX

Taylor, Daniel; Shock, Jonathan P.; Moodley, Deshendran; Ipser, Jonathan; Treder, Matthias

Brain Structural Saliency over the Ages Proceedings Article

In: Nicosia, Giuseppe; Ojha, Varun; Malfa, Emanuele La; Malfa, Gabriele La; Pardalos, Panos M.; Fatta, Giuseppe Di; Giuffrida, Giovanni; Umeton, Renato (Ed.): Machine Learning, Optimization, and Data Science - 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part II, pp. 525–548, Springer, 2022.

Links | BibTeX

Davidson, Mikhail; Moodley, Deshendran

ST-GNNs for Weather Prediction in South Africa Proceedings Article

In: Pillay, Anban W.; Jembere, Edgar; Gerber, Aurona (Ed.): Artificial Intelligence Research - Third Southern African Conference, SACAIR 2022, Stellenbosch, South Africa, December 5-9, 2022, Proceedings, pp. 93–107, Springer, 2022.

Links | BibTeX

Wang, Steve; Meyer, Thomas; Moodley, Deshendran

Defeasible Justification Using the KLM Framework Proceedings Article

In: Pillay, Anban W.; Jembere, Edgar; Gerber, Aurona (Ed.): Artificial Intelligence Research - Third Southern African Conference, SACAIR 2022, Stellenbosch, South Africa, December 5-9, 2022, Proceedings, pp. 187–201, Springer, 2022.

Links | BibTeX

2021

Kouassi, Kouame Hermann; Moodley, Deshendran

Automated deep learning for trend prediction in time series data Proceedings Article

In: 24th IEEE International Conference on Information Fusion, FUSION 2021, Sun City, South Africa, November 1-4, 2021, pp. 1–8, IEEE, 2021.

Links | BibTeX

Wanyana, Tezira; Moodley, Deshendran

An Agent Architecture for Knowledge Discovery and Evolution Proceedings Article

In: Edelkamp, Stefan; Möller, Ralf; Rueckert, Elmar (Ed.): KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27 - October 1, 2021, Proceedings, pp. 241–256, Springer, 2021.

Links | BibTeX

2020

Moodley, Deshendran; Davel, Marelie Hattingh

Guest Editorial: FAIR 2019 special issue Journal Article

In: South Afr. Comput. J., vol. 32, no. 2, 2020.

Links | BibTeX

Toussaint, Wiebke; Moodley, Deshendran

Clustering Residential Electricity Consumption Data to Create Archetypes that Capture Household Behaviour in South Africa Journal Article

In: South Afr. Comput. J., vol. 32, no. 2, 2020.

Links | BibTeX

Kouassi, Kouame Hermann; Moodley, Deshendran

An Analysis of Deep Neural Networks for Predicting Trends in Time Series Data Proceedings Article

In: Gerber, Aurona J. (Ed.): Artificial Intelligence Research - First Southern African Conference for AI Research, SACAIR 2020, Muldersdrift, South Africa, February 22-26, 2021, Proceedings, pp. 119–140, Springer, 2020.

Links | BibTeX

Toussaint, Wiebke; Moodley, Deshendran

Identifying optimal clustering structures for residential energy consumption patterns using competency questions Proceedings Article

In: SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, Cape Town, South Africa, 14-16 September, 2020, pp. 66–73, ACM, 2020.

Links | BibTeX

Clark, Andrew; Pillay, Anban W.; Moodley, Deshendran

A system for pose analysis and selection in virtual reality environments Proceedings Article

In: SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, Cape Town, South Africa, 14-16 September, 2020, pp. 210–216, ACM, 2020.

Links | BibTeX

Toussaint, Wiebke; Moodley, Deshendran

Using competency questions to select optimal clustering structures for residential energy consumption patterns Unpublished

2020.

Links | BibTeX

Toussaint, Wiebke; Moodley, Deshendran

Automating Cluster Analysis to Generate Customer Archetypes for Residential Energy Consumers in South Africa Unpublished

2020.

Links | BibTeX

Kouassi, Kouame Hermann; Moodley, Deshendran

Automatic deep learning for trend prediction in time series data Proceedings Article

In: 2020.

Links | BibTeX

2019

Toussaint, Wiebke; Moodley, Deshendran

Comparison of clustering techniques for residential load profiles in South Africa Proceedings Article

In: Davel, Marelie H.; Barnard, Etienne (Ed.): Proceedings of the South African Forum for Artificial Intelligence Research, Cape Town, South Africa, 4-6 December, 2019, pp. 117–132, CEUR-WS.org, 2019.

Links | BibTeX

Price, C. Sue; Moodley, Deshendran; Pillay, Anban W.

Modelling uncertain adaptive decisions: Application to KwaZulu-Natal sugarcane growers Proceedings Article

In: Davel, Marelie H.; Barnard, Etienne (Ed.): Proceedings of the South African Forum for Artificial Intelligence Research, Cape Town, South Africa, 4-6 December, 2019, pp. 145–160, CEUR-WS.org, 2019.

Links | BibTeX

2018

Price, C. Sue; Moodley, Deshen; Pillay, Anban W.

Dynamic Bayesian decision network to represent growers' adaptive pre-harvest burning decisions in a sugarcane supply chain Proceedings Article

In: Petratos, Sue; Niekerk, Johan Van; Haskins, Bertram (Ed.): Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, SAICSIT 2018, Port Elizabeth, South Africa, September 26-28, 2018, pp. 89–98, ACM, 2018.

Links | BibTeX

2017

Rens, Gavin; Moodley, Deshendran

A hybrid POMDP-BDI agent architecture with online stochastic planning and plan caching Journal Article

In: Cogn. Syst. Res., vol. 43, pp. 1–20, 2017.

Links | BibTeX

Coetzer, Willem; Moodley, Deshendran; Gerber, Aurona

A knowledge-based system for generating interaction networks from ecological data Journal Article

In: Data Knowl. Eng., vol. 112, pp. 55–78, 2017.

Links | BibTeX

Adeleke, Jude A.; Moodley, Deshendran; Rens, Gavin; Adewumi, Aderemi Oluyinka

Integrating Statistical Machine Learning in a Semantic Sensor Web for Proactive Monitoring and Control Journal Article

In: Sensors, vol. 17, no. 4, pp. 807, 2017.

Links | BibTeX

2016

Kala, Jules Raymond; Viriri, Serestina; Moodley, Deshendran; Tapamo, Jules-Raymond

Leaf Classification Using Convexity Measure of Polygons Proceedings Article

In: Mansouri, Alamin; Nouboud, Fathallah; Chalifour, Alain; Mammass, Driss; Meunier, Jean; Elmoataz, Abderrahim (Ed.): Image and Signal Processing - 7th International Conference, ICISP 2016, Trois-Rivières, QC, Canada, May 30 - June 1, 2016, Proceedings, pp. 51–60, Springer, 2016.

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Kala, Jules R.; Viriri, Serestina; Moodley, Deshendran

Leaf Classification Using Convexity Moments of Polygons Proceedings Article

In: Bebis, George; Boyle, Richard; Parvin, Bahram; Koracin, Darko; Porikli, Fatih; Skaff, Sandra; Entezari, Alireza; Min, Jianyuan; Iwai, Daisuke; Sadagic, Amela; Scheidegger, Carlos; Isenberg, Tobias (Ed.): Advances in Visual Computing - 12th International Symposium, ISVC 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part II, pp. 330–339, Springer, 2016.

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Clark, Andrew; Moodley, Deshendran

A System for a Hand Gesture-Manipulated Virtual Reality Environment Proceedings Article

In: Blauw, Frans F.; Coetzee, Marijke; Coulter, Duncan Anthony; Ehlers, Elize M.; Leung, Wai Sze; Marnewick, Carl; Haar, Dustin (Ed.): Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, SAICSIT 2016, Johannesburg, South Africa, September 26-28, 2016, pp. 10:1–10:10, ACM, 2016.

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Waltham, Michael; Moodley, Deshen

An Analysis of Artificial Intelligence Techniques in Multiplayer Online Battle Arena Game Environments Proceedings Article

In: Blauw, Frans F.; Coetzee, Marijke; Coulter, Duncan Anthony; Ehlers, Elize M.; Leung, Wai Sze; Marnewick, Carl; Haar, Dustin (Ed.): Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, SAICSIT 2016, Johannesburg, South Africa, September 26-28, 2016, pp. 45:1–45:7, ACM, 2016.

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Rens, Gavin; Moodley, Deshendran

A Hybrid POMDP-BDI Agent Architecture with Online Stochastic Planning and Plan Caching Journal Article

In: CoRR, vol. abs/1607.00656, 2016.

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2015

Kala, Jules R.; Viriri, Serestina; Moodley, Deshendran

Sinuosity Coefficients for Leaf Shape Characterisation Proceedings Article

In: Pillay, Nelishia; Engelbrecht, Andries P.; Abraham, Ajith; Plessis, Mathys C.; Snásel, Václav; Muda, Azah Kamilah (Ed.): Advances in Nature and Biologically Inspired Computing - Proceedings of the 7th World Congress on Nature and Biologically Inspired Computing (NaBIC 2015) in Pietermaritzburg, South Africa, held December 01-03, 2015, pp. 141–150, Springer, 2015.

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Adeleke, Jude A.; Moodley, Deshendran

An Ontology for Proactive Indoor Environmental Quality Monitoring and Control Proceedings Article

In: Barnett, Richard J.; Cleophas, Loek G.; Kourie, Derrick G.; Roux, Daniel B.; Watson, Bruce W. (Ed.): Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, SAICSIT '15, Stellenbosch, South Africa, September 28-30, 2015, pp. 2:1–2:10, ACM, 2015.

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Ogundele, Olukunle A.; Moodley, Deshendran; Seebregts, Christopher J.; Pillay, Anban W.

An Ontology for Tuberculosis Treatment Adherence Behaviour Proceedings Article

In: Barnett, Richard J.; Cleophas, Loek G.; Kourie, Derrick G.; Roux, Daniel B.; Watson, Bruce W. (Ed.): Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, SAICSIT '15, Stellenbosch, South Africa, September 28-30, 2015, pp. 30:1–30:10, ACM, 2015.

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2014

Coetzer, Willem; Moodley, Deshendran; Gerber, Aurona

A knowledge-based system for discovering ecological interactions in biodiversity data-stores of heterogeneous specimen-records: A case-study of flower-visiting ecology Journal Article

In: Ecol. Informatics, vol. 24, pp. 47–59, 2014.

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Ogundele, Olukunle A.; Moodley, Deshendran; Seebregts, Christopher J.; Pillay, Anban W.

Building Semantic Causal Models to Predict Treatment Adherence for Tuberculosis Patients in Sub-Saharan Africa Proceedings Article

In: Huhn, Michaela; Williams, Laurie A. (Ed.): Software Engineering in Health Care - 4th International Symposium, FHIES 2014, and 6th International Workshop, SEHC 2014, Washington, DC, USA, July 17-18, 2014, Revised Selected Papers, pp. 81–95, Springer, 2014.

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Harmse, Hendrina; Britz, Katarina; Gerber, Aurona; Moodley, Deshendran

Scenario Testing Using Formal Ontologies Proceedings Article

In: Guizzardi, Giancarlo; Pastor, Oscar; Wand, Yair; Cesare, Sergio; Gailly, Frederik; Lycett, Mark; Partridge, Chris (Ed.): Proceedings of the 1st Joint Workshop ONTO.COM / ODISE on Ontologies in Conceptual Modeling and Information Systems Engineering co-located with 8th International Conference on Formal Ontology in Information Systems, ONTO.COM/ODISE@FOIS 2014, Rio de Janeiro, Brazil, September 21, 2014, CEUR-WS.org, 2014.

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2013

Mudaly, Thinasagree; Moodley, Deshendran; Pillay, Anban W.; Seebregts, Christopher J.

Architectural frameworks for developing national health information systems in low and middle income countries Proceedings Article

In: Proceedings of the First International Conference on Enterprise Systems: ES 2013, Cape Town, South Africa, November 7-8, 2013, pp. 1–9, IEEE, 2013.

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Coetzer, Willem; Moodley, Deshendran; Gerber, Aurona

A Case-Study of Ontology-Driven Semantic Mediation of Flower-Visiting Data from Heterogeneous Data-Stores in Three South African Natural History Collections Proceedings Article

In: Cimiano, Philipp; Fernández, Miriam; López, Vanessa; Schlobach, Stefan; Völker, Johanna (Ed.): The Semantic Web: ESWC 2013 Satellite Events - ESWC 2013 Satellite Events, Montpellier, France, May 26-30, 2013, Revised Selected Papers, pp. 87–100, Springer, 2013.

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Dube, Kudakwashe; Moodley, Deshendran; Thies, Bill; Liu, Jane W. -S.; Cafazzo, Joseph A.; Sokolsky, Oleg

Panel Position Statements Proceedings Article

In: Gibbons, Jeremy; MacCaull, Wendy (Ed.): Foundations of Health Information Engineering and Systems - Third International Symposium, FHIES 2013, Macau, China, August 21-23, 2013. Revised Selected Papers, pp. 22–31, Springer, 2013.

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Moodley, Deshendran; Seebregts, Christopher J.; Pillay, Anban W.; Meyer, Thomas

An Ontology for Regulating eHealth Interoperability in Developing African Countries Proceedings Article

In: Gibbons, Jeremy; MacCaull, Wendy (Ed.): Foundations of Health Information Engineering and Systems - Third International Symposium, FHIES 2013, Macau, China, August 21-23, 2013. Revised Selected Papers, pp. 107–124, Springer, 2013.

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Brandt, Pascal S.; Moodley, Deshendran; Pillay, Anban W.; Seebregts, Christopher J.; Oliveira, Tulio

An Investigation of Classification Algorithms for Predicting HIV Drug Resistance without Genotype Resistance Testing Proceedings Article

In: Gibbons, Jeremy; MacCaull, Wendy (Ed.): Foundations of Health Information Engineering and Systems - Third International Symposium, FHIES 2013, Macau, China, August 21-23, 2013. Revised Selected Papers, pp. 236–253, Springer, 2013.

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2012

Moodley, Deshendran; Simonis, Ingo; Tapamo, Jules-Raymond

An Architecture for Managing Knowledge and System Dynamism in the Worldwide Sensor Web Journal Article

In: Int. J. Semantic Web Inf. Syst., vol. 8, no. 1, pp. 64–88, 2012.

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Crichton, Ryan; Moodley, Deshendran; Pillay, Anban W.; Gakuba, Richard; Seebregts, Christopher J.

An Architecture and Reference Implementation of an Open Health Information Mediator: Enabling Interoperability in the Rwandan Health Information Exchange Proceedings Article

In: Weber, Jens H.; Perseil, Isabelle (Ed.): Foundations of Health Information Engineering and Systems - Second International Symposium, FHIES 2012, Paris, France, August 27-28, 2012. Revised Selected Papers, pp. 87–104, Springer, 2012.

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2011

Moodley, Deshendran; Pillay, Anban W.; Seebregts, Christopher J.

Position Paper: Researching and Developing Open Architectures for National Health Information Systems in Developing African Countries Proceedings Article

In: Liu, Zhiming; Wassyng, Alan (Ed.): Foundations of Health Informatics Engineering and Systems - First International Symposium, FHIES 2011, Johannesburg, South Africa, August 29-30, 2011. Revised Selected Papers, pp. 129–139, Springer, 2011.

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