Anna Sergeevna Bosman (Rakitianskaia)
Anna Sergeevna Bosman (Rakitianskaia)
Senior Lecturer, University of Pretoria
Verified email at cs.up.ac.za - Homepage
Title
Cited by
Cited by
Year
The SeqWord Genome Browser: an online tool for the identification and visualization of atypical regions of bacterial genomes through oligonucleotide usage
H Ganesan, AS Rakitianskaia, CF Davenport, B Tümmler, ON Reva
BMC bioinformatics 9 (1), 1-13, 2008
472008
Training feedforward neural networks with dynamic particle swarm optimisation
AS Rakitianskaia, AP Engelbrecht
Swarm Intelligence 6 (3), 233-270, 2012
372012
Training neural networks with PSO in dynamic environments
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2009. CEC'09., 667-673, 2009
272009
Unsupervised change detection in satellite images using convolutional neural networks
KL de Jong, AS Bosman
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
212019
Measuring saturation in neural networks
A Rakitianskaia, A Engelbrecht
2015 IEEE Symposium Series on Computational Intelligence, 1423-1430, 2015
212015
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions
AS Bosman, A Engelbrecht, M Helbig
Neurocomputing 400, 113-136, 2020
202020
Evolutionary neural architecture search for image restoration
GJ van Wyk, AS Bosman
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
162019
Weight regularisation in particle swarm optimisation neural network training
A Rakitianskaia, A Engelbrecht
2014 IEEE Symposium on Swarm Intelligence (SIS), 1-8, 2014
152014
Analysis of error landscapes in multi-layered neural networks for classification
A Rakitianskaia, E Bekker, KM Malan, A Engelbrecht
2016 IEEE Congress on Evolutionary Computation (CEC), 5270-5277, 2016
142016
Cooperative charged particle swarm optimiser
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2008 (CEC'08, IEEE World Congress …, 2008
142008
Training high-dimensional neural networks with cooperative particle swarm optimiser
A Rakitianskaia, A Engelbrecht
2014 International Joint Conference on Neural Networks (IJCNN), 4011-4018, 2014
132014
Saturation in PSO Neural Network Training: Good or Evil?
A Rakitianskaia, A Engelbrecht
IEEE Congress on Evolutionary Computation, 2015 (CEC'15), 2015
122015
Characterising neutrality in neural network error landscapes
WA van Aardt, AS Bosman, KM Malan
2017 IEEE Congress on Evolutionary Computation (CEC), 1374-1381, 2017
92017
Progressive gradient walk for neural network fitness landscape analysis
AS Bosman, AP Engelbrecht, M Helbig
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
72018
Search space boundaries in neural network error landscape analysis
AS Bosman, A Engelbrecht, M Helbig
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
72016
Using Particle Swarm Optimisation to Train Feedforward Neural Networks in Dynamic Environments
A Rakitianskaia
University of Pretoria, 2012
62012
Fitness landscape analysis of weight-elimination neural networks
A Bosman, A Engelbrecht, M Helbig
Neural Processing Letters 48 (1), 353-373, 2018
52018
Loss surface modality of feed-forward neural network architectures
AS Bosman, AP Engelbrecht, M Helbig
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
32020
Fitness Landscape Analysis of Feed-Forward Neural Networks
AS Bosman
University of Pretoria, 2019
22019
Black-Box Saliency Map Generation Using Bayesian Optimisation
M Mokuwe, M Burke, AS Bosman
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
12020
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