Anna S. Bosman

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Nonlinear Diffusion

Convex Loss Functions

Image Enhancement

Neural Architecture

Top Venues

Pattern Recognit.

Eng. Appl. Artif. Intell.

GECCO Companion

Publications

Savvas Panagiotou, Anna S. Bosman
Denoising diffusion post-processing for low-light image enhancement. Pattern Recognit. 156 (2024)
Mathys Ellis, Anna S. Bosman, Andries P. Engelbrecht
Regularised feed forward neural networks for streamed data classification problems. Eng. Appl. Artif. Intell. 133 (2024)
Johannes J. Pienaar, Anna S. Bosman, Katherine M. Malan
Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling. EvoApplications@EvoStar (2024)
Savvas Panagiotou, Anna S. Bosman
Denoising Diffusion Post-Processing for Low-Light Image Enhancement. CoRR (2023)
Isak Potgieter, Christopher W. Cleghorn, Anna S. Bosman
A Local Optima Network Analysis of the Feedforward Neural Architecture Space. CoRR (2022)
Jarrod Goschen, Anna S. Bosman, Stefan Gruner
Genetic Micro-Programs for Automated Software Testing with Large Path Coverage. CEC (2022)
Isak Potgieter, Christopher W. Cleghorn, Anna S. Bosman
A Local Optima Network Analysis of the Feedforward Neural Architecture Space. IJCNN (2022)
Matthew C. Dickson, Anna S. Bosman, Katherine M. Malan
Hybridised Loss Functions for Improved Neural Network Generalisation. CoRR (2022)
Jarrod Moses, Katherine M. Malan, Anna S. Bosman
Analysing the loss landscape features of generative adversarial networks. GECCO Companion (2021)
Mathys Ellis, Anna S. Bosman, Andries P. Engelbrecht
Characterisation of environment type and difficulty for streamed data classification problems. Inf. Sci. 569 (2021)
Anna S. Bosman, Andries P. Engelbrecht, Mardé Helbig
Fitness Landscape Analysis of Weight-Elimination Neural Networks. Neural Process. Lett. 48 (1) (2018)
Roy Vink, Anna S. Bosman, Toon Cillessen
Synchronizing to Learn and Like. CogSci (2013)