Jacomine Grobler

According to our database, Jacomine Grobler authored at least 33 papers between 2007 and 2023.

Collaborative distances:

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

2023

An Architecture to Integrate Digital Twins and Machine Learning Operations.

Arno H. van Bruggen, Karel Kruger, Anton Herman Basson, Jacomine Grobler

Proceedings of the Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, 2023

Detecting Intra Ventricular Haemorrhage in Preterm Neonates Using LSTM Autoencoders.

Idris Oladele Muniru, Jacomine Grobler, Lizelle Van Wyk

Proceedings of the Bioinformatics and Biomedical Engineering, 2023

Towards a maturity model for data science in small and medium-sized enterprises from developing countries.

Simon Rautenbach, Imke H. de Kock, Jacomine Grobler

Proceedings of the IEEE International Conference on Engineering, Technology and Innovation, 2023

Investigating the Use of Topic Modeling for Social Media Market Research: A South African Case Study.

Irene Francesca Strydom, Jacomine Grobler, Euodia Vermeulen

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Topic Modelling for Characterizing COVID-19 Misinformation on Twitter: A South African Case Study.

Irene Francesca Strydom, Jacomine Grobler

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

A Framework for the Analysis of Metaheuristics for the Travelling Salesman Problem with Drone with Interceptions.

Rudolf Ernst, Tsietsi Moremi, Jacomine Grobler, Philip M. Kaminsky

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Investigating Alternative Clustering Algorithms for a Cluster-First, Route-Second Truck and Drone Scheduling Algorithm.

Sarah Dillon, Rudolf Ernst, Jacomine Grobler

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

2022

Transformers for COVID-19 Misinformation Detection on Twitter: A South African Case Study.

Irene Francesca Strydom, Jacomine Grobler

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

2021

Metaheuristics for the Robot Part Sequencing and Allocation Problem with Collision Avoidance.

Marco Croucamp, Jacomine Grobler

Proceedings of the Progress in Artificial Intelligence, 2021

2020

Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction.

Yolandi Le Roux, Jacomine Grobler

Proceedings of the Artificial Intelligence XXXVII, 2020

Weather Downtime Prediction in a South African Port Environment.

Nyiko Cecil Musisinyani, Jacomine Grobler, Mardé Helbig

Proceedings of the Artificial Intelligence XXXVII, 2020

2019

Set based particle swarm optimization for the feature selection problem.

Andries P. Engelbrecht, Jacomine Grobler, Joost Langeveld

Eng. Appl. Artif. Intell., 2019

Comparing Machine Learning and Statistical Process Control for Predicting Manufacturing Performance.

Sibusiso C. Khoza, Jacomine Grobler

Proceedings of the Progress in Artificial Intelligence, 2019

A Diversity Based Multi-objective Hyper-heuristic for the FJSP with Sequence-Dependent Set-Up Times, Auxiliary Resources and Machine Down Time.

Jacomine Grobler

Proceedings of the Progress in Artificial Intelligence, 2019

2018

Arithmetic and parent-centric headless chicken crossover operators for dynamic particle swarm optimization algorithms.

Jacomine Grobler, Andries P. Engelbrecht

Soft Comput., 2018

Cyber-security: Identity deception detection on social media platforms.

Estée van der Walt, Jan H. P. Eloff, Jacomine Grobler

Comput. Secur., 2018

Investigating the Impact of Road Roughness on Routing Performance: An Evolutionary Algorithm Approach.

Hulda Viljoen, Jacomine Grobler

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Robotic Flow Shop Scheduling with Parallel Machines and No-Wait Constraints in an Aluminium Anodising Plant with the CMAES Algorithm.

Carina M. Behr, Jacomine Grobler

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour.

Jacomine Grobler, Andries P. Engelbrecht

Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

2016

Headless Chicken Particle Swarm Optimization Algorithms.

Jacomine Grobler, Andries P. Engelbrecht

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Hyper-heuristics for the Flexible Job Shop Scheduling Problem with Additional Constraints.

Jacomine Grobler, Andries P. Engelbrecht

Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

2015

Heuristic space diversity control for improved meta-hyper-heuristic performance.

Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli

Inf. Sci., 2015

Metric-Based Heuristic Space Diversity Management in a Meta-Hyper-Heuristic Framework.

Jacomine Grobler, Andries P. Engelbrecht

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2014

The entity-to-algorithm allocation problem: extending the analysis.

Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014

Heuristic space diversity management in a meta-hyper-heuristic framework.

Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Multi-method algorithms: Investigating the entity-to-algorithm allocation problem.

Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Investigating the use of local search for improving meta-hyper-heuristic performance.

Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Investigating the impact of alternative evolutionary selection strategies on multi-method global optimization.

Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Metaheuristics for the multi-objective FJSP with sequence-dependent set-up times, auxiliary resources and machine down time.

Jacomine Grobler, Andries P. Engelbrecht, Schalk Kok, Sarma Yadavalli

Ann. Oper. Res., 2010

Alternative hyper-heuristic strategies for multi-method global optimization.

Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Hybridizing PSO and DE for improved vector evaluated multi-objective optimization.

Jacomine Grobler, Andries P. Engelbrecht

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Multi-objective DE and PSO strategies for production scheduling.

Jacomine Grobler, Andries P. Engelbrecht, Venkata S. S. Yadavalli

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

A starting-time-based approach to production scheduling with Particle Swarm Optimization.

Jacomine Grobler, Andries P. Engelbrecht, Johan W. Joubert, Schalk Kok

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling, 2007