2025

Training feedforward neural networks with Bayesian hyper-heuristics

A.N. Schreuder, A.S. Bosman, A.P. Engelbrecht, C.W. Cleghorn | Information Sciences | 2025 | DOI

2024

Denoising diffusion post-processing for low-light image enhancement

Savvas Panagiotou, Anna S Bosman | Pattern Recognition | 2024 | DOI

Regularised feed forward neural networks for streamed data classification problems

Mathys Ellis, Anna S Bosman, Andries P Engelbrecht | Engineering Applications of Artificial Intelligence | 2024 | DOI

Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks

Reinhard Booysen, Anna Sergeevna Bosman | Neural Processing Letters | 2024 | DOI

Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling

Johannes J Pienaar, Anna S Bosman, Katherine M Malan | Proceedings of the International Conference on the Applications of Evolutionary Computation (Part of EvoStar) | 2024 | DOI

2023

Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes

Isobel Bosman, Anna Sergeevna Bosman, Katherine Mary Malan | Proceedings of the Companion Conference on Genetic and Evolutionary Computation | 2023 | DOI

Empirical Loss Landscape Analysis of Neural Network Activation Functions

Anna Sergeevna Bosman, Andries Engelbrecht, Marde Helbig | Proceedings of the Companion Conference on Genetic and Evolutionary Computation | 2023 | DOI

Comparison of Adversarial and Non-Adversarial LSTM Music Generative Models

Moseli Motsoehli, Anna Sergeevna Bosman, Johan Pieter De Villiers | Science and Information Conference | 2023 | DOI

Automatic Distance-Based Interpolating Unit Detection and Pruning in Self-Organizing Maps

Willem S. Van Heerden | Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Mexico City, Mexico | 2023 | DOI