Anban W. Pillay

According to our database, Anban W. Pillay authored at least 28 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hybrid genetic optimization for quantum feature map design.

Rowan Pellow-Jarman, Anban W. Pillay, Ilya Sinayskiy, Francesco Petruccione

Quantum Mach. Intell., December, 2024

Classical ensembles of single-qubit quantum variational circuits for classification.

Shane McFarthing, Anban W. Pillay, Ilya Sinayskiy, Francesco Petruccione

Quantum Mach. Intell., December, 2024

2023

Near term algorithms for linear systems of equations.

Aidan Pellow-Jarman, Ilya Sinayskiy, Anban W. Pillay, Francesco Petruccione

Quantum Inf. Process., 2023

Hybrid Genetic Optimisation for Quantum Feature Map Design.

Rowan Pellow-Jarman, Anban W. Pillay, Ilya Sinayskiy, Francesco Petruccione

CoRR, 2023

A New Metaheuristic-Algorithm Similarity Measure Using Signal Flow Diagrams.

Thimershen Achary, Anban W. Pillay, Edgar Jembere

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

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

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

South Afr. Comput. J., 2022

Towards Rigorous Foundations for Metaheuristic Research.

Thimershen Achary, Anban W. Pillay, Edgar Jembere

Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

A Taxonomy Guided Method to Identify Metaheuristic Components.

Thimershen Achary, Anban W. Pillay

Proceedings of the Computational Science - ICCS 2022, 2022

2021

A comparison of various classical optimizers for a variational quantum linear solver.

Aidan Pellow-Jarman, Ilya Sinayskiy, Anban W. Pillay, Francesco Petruccione

Quantum Inf. Process., 2021

isiZulu Word Embeddings.

Sibonelo Dlamini, Edgar Jembere, Anban W. Pillay, Brett van Niekerk

Proceedings of the Conference on Information Communications Technology and Society, 2021

Improving the Performance of Pre-trained Systems in Sentence Retrieval.

Yastil Rughbeer, Anban W. Pillay, Edgar Jembere

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2020

Improving the accuracy of diabetes retinopathy image classification using augmentation.

Aleshan Maistry, Anban W. Pillay, Edgar Jembere

Proceedings of the SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, 2020

A system for pose analysis and selection in virtual reality environments.

Andrew Clark, Anban W. Pillay, Deshendran Moodley

Proceedings of the SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, 2020

Dataset Selection for Transfer Learning in Information Retrieval.

Yastil Rughbeer, Anban W. Pillay, Edgar Jembere

Proceedings of the Artificial Intelligence Research, 2020

Hybridized Deep Learning Architectures for Human Activity Recognition.

Bradley Joel Pillay, Anban W. Pillay, Edgar Jembere

Proceedings of the Artificial Intelligence Research, 2020

Learning to Generalise in Sparse Reward Navigation Environments.

Asad Jeewa, Anban W. Pillay, Edgar Jembere

Proceedings of the Artificial Intelligence Research, 2020

2019

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

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

Proceedings of the South African Forum for Artificial Intelligence Research, 2019

Directed curiosity-driven exploration in hard exploration, sparse reward environments.

Asad Jeewa, Anban W. Pillay, Edgar Jembere

Proceedings of the South African Forum for Artificial Intelligence Research, 2019

Using social networks to enhance a deep learning approach to solve the cold-start problem in recommender systems.

Muhammad Shoaib Ikram, Anban W. Pillay, Edgar Jembere

Proceedings of the South African Forum for Artificial Intelligence Research, 2019

2018

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

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

Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, 2018

An Improved Generalized Regression Neural Network for Type II Diabetes Classification.

Moeketsi Ndaba, Anban W. Pillay, Absalom E. Ezugwu

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

2015

An Ontology for Tuberculosis Treatment Adherence Behaviour.

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

Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, 2015

2014

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

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

Proceedings of the Software Engineering in Health Care - 4th International Symposium, 2014

2013

An Ontology for Regulating eHealth Interoperability in Developing African Countries.

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

Proceedings of the Foundations of Health Information Engineering and Systems, 2013

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

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

Proceedings of the Foundations of Health Information Engineering and Systems, 2013

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

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

Proceedings of the First International Conference on Enterprise Systems: ES 2013, 2013

2012

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

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

Proceedings of the Foundations of Health Information Engineering and Systems, 2012

2011

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

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

Proceedings of the Foundations of Health Informatics Engineering and Systems, 2011