| 2023 | GECCO | Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes. | Isobel Bosman, Anna Sergeevna Bosman, Katherine Mary Malan |
| 2023 | GECCO | Empirical Loss Landscape Analysis of Neural Network Activation Functions. | Anna Sergeevna Bosman, Andries P. Engelbrecht, Mard Helbig |
| 2020 | IJCNN | Loss Surface Modality of Feed-Forward Neural Network Architectures. | Anna Sergeevna Bosman, Andries P. Engelbrecht, Mard Helbig |
| 2020 | IJCNN | Black-Box Saliency Map Generation Using Bayesian Optimisation. | Mamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman |
| 2019 | IJCNN | Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks. | Kevin Louis de Jong, Anna Sergeevna Bosman |
| 2019 | IJCNN | Evolutionary Neural Architecture Search for Image Restoration. | Gerard Jacques van Wyk, Anna Sergeevna Bosman |
| 2018 | GECCO | Progressive gradient walk for neural network fitness landscape analysis. | Anna Sergeevna Bosman, Andries P. Engelbrecht, Mard Helbig |
| 2017 | CEC | Characterising neutrality in neural network error landscapes. | Willem Abraham van Aardt, Anna Sergeevna Bosman, Katherine Mary Malan |