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Anna Bosman

Associate Professor

University of Pretoria

South Africa

Research Interests

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Professors in Artificial Intelligence

Articles (16)

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2026

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2025

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2023

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2023

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2023

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2023

Collaborators (5)

Jolanda Roux

Research Professor

University of Pretoria

SOUTH AFRICA

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James W Maina

Deputy Dean: Research and Postgraduate Studies

University of Pretoria

SOUTH AFRICA

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Anthony Vodacek

Professor

Rochester Institute of Technology

UNITED STATES

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Bernard Slippers

Professor

University of Pretoria

SOUTH AFRICA

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Marde Helbig

Senior Lecturer

Griffith University

AUSTRALIA

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Anna Bosman

Research Interests

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Articles (16)

Lightweight deep learning model for real-time acoustic bird pest detection on edge microcontrollers

Prospecting MeerKAT Continuum Data for Enigmatic Radio Sources with Unsupervised Vector-Quantised Variational Autoencoders

Regularization in Neural Networks: A Survey and Empirical Analysis of Approaches

Restoring Neural Network Plasticity for Faster Transfer Learning

Early detection of Phytophthora root rot in Eucalyptus using hyperspectral reflectance and machine learning

Balancing Complexity and Performance of Machine Learning Models for Avian Pests Sound Detection in Agricultural Environments

Visualising Adam Oscillations in Neural Network Loss Landscapes

Training feedforward neural networks with Bayesian hyper-heuristics

Denoising diffusion post-processing for low-light image enhancement

Regularised feed forward neural networks for streamed data classification problems

Multi-objective Evolutionary Neural Architecture Search for Recurrent Neural Networks

Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling

Empirical Loss Landscape Analysis of Neural Network Activation Functions

Convolutional Neural Networks for Crack Detection on Flexible Road Pavements

Comparison of Adversarial and Non-Adversarial LSTM Music Generative Models

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

Collaborators (5)

Jolanda Roux

James W Maina

Anthony Vodacek

Bernard Slippers

Marde Helbig

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