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
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
292019
Training neural networks with PSO in dynamic environments
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2009. CEC'09., 667-673, 2009
282009
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
242020
Measuring saturation in neural networks
A Rakitianskaia, A Engelbrecht
2015 IEEE Symposium Series on Computational Intelligence, 1423-1430, 2015
232015
Evolutionary neural architecture search for image restoration
GJ van Wyk, AS Bosman
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
182019
Weight regularisation in particle swarm optimisation neural network training
A Rakitianskaia, A Engelbrecht
2014 IEEE Symposium on Swarm Intelligence (SIS), 1-8, 2014
162014
Cooperative charged particle swarm optimiser
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2008 (CEC'08, IEEE World Congress …, 2008
152008
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
Saturation in PSO Neural Network Training: Good or Evil?
A Rakitianskaia, A Engelbrecht
IEEE Congress on Evolutionary Computation, 2015 (CEC'15), 2015
142015
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
142014
Characterising neutrality in neural network error landscapes
WA van Aardt, AS Bosman, KM Malan
2017 IEEE Congress on Evolutionary Computation (CEC), 1374-1381, 2017
112017
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
Fitness landscape analysis of weight-elimination neural networks
A Bosman, A Engelbrecht, M Helbig
Neural Processing Letters 48 (1), 353-373, 2018
62018
Using Particle Swarm Optimisation to Train Feedforward Neural Networks in Dynamic Environments
A Rakitianskaia
University of Pretoria, 2012
62012
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
32019
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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