Jacomine Grobler

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 21

Top Topics

Particle Swarm Optimization

Machine Learning And Statistical

Top Venues

Publications

Rudolf Ernst, Tsietsi Moremi, Jacomine Grobler, Philip M. Kaminsky
A Framework for the Analysis of Metaheuristics for the Travelling Salesman Problem with Drone with Interceptions. ICCSA (2) (2023)
Irene Francesca Strydom, Jacomine Grobler, Euodia Vermeulen
Investigating the Use of Topic Modeling for Social Media Market Research: A South African Case Study. ICCSA (2) (2023)
Sarah Dillon, Rudolf Ernst, Jacomine Grobler
Investigating Alternative Clustering Algorithms for a Cluster-First, Route-Second Truck and Drone Scheduling Algorithm. ICCSA (2) (2023)
Idris Oladele Muniru, Jacomine Grobler, Lizelle Van Wyk
Detecting Intra Ventricular Haemorrhage in Preterm Neonates Using LSTM Autoencoders. IWBBIO (1) (2023)
Arno H. van Bruggen, Karel Kruger, Anton Herman Basson, Jacomine Grobler
An Architecture to Integrate Digital Twins and Machine Learning Operations. SOHOMA (2023)
Simon Rautenbach, Imke H. de Kock, Jacomine Grobler
Towards a maturity model for data science in small and medium-sized enterprises from developing countries. ICE/ITMC (2023)
Irene Francesca Strydom, Jacomine Grobler
Topic Modelling for Characterizing COVID-19 Misinformation on Twitter: A South African Case Study. ICCSA (2) (2023)
Irene Francesca Strydom, Jacomine Grobler
Transformers for COVID-19 Misinformation Detection on Twitter: A South African Case Study. LOD (1) (2022)
Marco Croucamp, Jacomine Grobler
Metaheuristics for the Robot Part Sequencing and Allocation Problem with Collision Avoidance. EPIA (2021)
Yolandi Le Roux, Jacomine Grobler
Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction. SGAI Conf. (2020)
Nyiko Cecil Musisinyani, Jacomine Grobler, Mardé Helbig
Weather Downtime Prediction in a South African Port Environment. SGAI Conf. (2020)
Jacomine Grobler
A Diversity Based Multi-objective Hyper-heuristic for the FJSP with Sequence-Dependent Set-Up Times, Auxiliary Resources and Machine Down Time. EPIA (2) (2019)
Andries P. Engelbrecht, Jacomine Grobler, Joost Langeveld
Set based particle swarm optimization for the feature selection problem. Eng. Appl. Artif. Intell. 85 (2019)
Sibusiso C. Khoza, Jacomine Grobler
Comparing Machine Learning and Statistical Process Control for Predicting Manufacturing Performance. EPIA (2) (2019)
Jacomine Grobler, Andries P. Engelbrecht
Arithmetic and parent-centric headless chicken crossover operators for dynamic particle swarm optimization algorithms. Soft Comput. 22 (18) (2018)
Estée van der Walt, Jan H. P. Eloff, Jacomine Grobler
Cyber-security: Identity deception detection on social media platforms. Comput. Secur. 78 (2018)
Hulda Viljoen, Jacomine Grobler
Investigating the Impact of Road Roughness on Routing Performance: An Evolutionary Algorithm Approach. ICAISC (1) (2018)
Carina M. Behr, Jacomine Grobler
Robotic Flow Shop Scheduling with Parallel Machines and No-Wait Constraints in an Aluminium Anodising Plant with the CMAES Algorithm. ICAISC (1) (2018)
Jacomine Grobler, Andries P. Engelbrecht
A Scalability Analysis of Particle Swarm Optimization Roaming Behaviour. ICSI (1) (2017)
Jacomine Grobler, Andries P. Engelbrecht
Hyper-heuristics for the Flexible Job Shop Scheduling Problem with Additional Constraints. ICSI (2) (2016)
Jacomine Grobler, Andries P. Engelbrecht
Headless Chicken Particle Swarm Optimization Algorithms. ICSI (1) (2016)
Jacomine Grobler, Andries P. Engelbrecht
Metric-Based Heuristic Space Diversity Management in a Meta-Hyper-Heuristic Framework. SSCI (2015)
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
Heuristic space diversity control for improved meta-hyper-heuristic performance. Inf. Sci. 300 (2015)
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
The entity-to-algorithm allocation problem: extending the analysis. CIEL (2014)
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
Heuristic space diversity management in a meta-hyper-heuristic framework. IEEE Congress on Evolutionary Computation (2014)
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
Multi-method algorithms: Investigating the entity-to-algorithm allocation problem. IEEE Congress on Evolutionary Computation (2013)
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
Investigating the use of local search for improving meta-hyper-heuristic performance. IEEE Congress on Evolutionary Computation (2012)
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
Investigating the impact of alternative evolutionary selection strategies on multi-method global optimization. IEEE Congress on Evolutionary Computation (2011)
Jacomine Grobler, Andries P. Engelbrecht, Schalk Kok, Sarma Yadavalli
Metaheuristics for the multi-objective FJSP with sequence-dependent set-up times, auxiliary resources and machine down time. Ann. Oper. Res. 180 (1) (2010)
Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall, Venkata S. S. Yadavalli
Alternative hyper-heuristic strategies for multi-method global optimization. IEEE Congress on Evolutionary Computation (2010)
Jacomine Grobler, Andries P. Engelbrecht
Hybridizing PSO and DE for improved vector evaluated multi-objective optimization. IEEE Congress on Evolutionary Computation (2009)
Jacomine Grobler, Andries P. Engelbrecht, Venkata S. S. Yadavalli
Multi-objective DE and PSO strategies for production scheduling. IEEE Congress on Evolutionary Computation (2008)
Jacomine Grobler, Andries P. Engelbrecht, Johan W. Joubert, Schalk Kok
A starting-time-based approach to production scheduling with Particle Swarm Optimization. CISched (2007)