Anna Sergeevna Bosman (Rakitianskaia)
Anna Sergeevna Bosman (Rakitianskaia)
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), 333, 2008
462008
Training feedforward neural networks with dynamic particle swarm optimisation
AS Rakitianskaia, AP Engelbrecht
Swarm Intelligence 6 (3), 233-270, 2012
302012
Training neural networks with PSO in dynamic environments
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2009. CEC'09., 667-673, 2009
252009
Cooperative charged particle swarm optimiser
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2008 (CEC'08, IEEE World Congress …, 2008
152008
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
132019
Weight regularisation in particle swarm optimisation neural network training
A Rakitianskaia, A Engelbrecht
2014 IEEE Symposium on Swarm Intelligence (SIS), 1-8, 2014
122014
Saturation in PSO Neural Network Training: Good or Evil?
A Rakitianskaia, A Engelbrecht
IEEE Congress on Evolutionary Computation, 2015 (CEC'15), 2015
112015
Evolutionary neural architecture search for image restoration
GJ van Wyk, AS Bosman
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
102019
Measuring saturation in neural networks
A Rakitianskaia, A Engelbrecht
2015 IEEE Symposium Series on Computational Intelligence, 1423-1430, 2015
102015
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
102014
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions
AS Bosman, A Engelbrecht, M Helbig
Neurocomputing, 2020
92020
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
82016
Characterising neutrality in neural network error landscapes
WA van Aardt, AS Bosman, KM Malan
2017 IEEE Congress on Evolutionary Computation (CEC), 1374-1381, 2017
62017
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
52018
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
52016
Using Particle Swarm Optimisation to Train Feedforward Neural Networks in Dynamic Environments
A Rakitianskaia
University of Pretoria, 2012
42012
Fitness landscape analysis of weight-elimination neural networks
A Bosman, A Engelbrecht, M Helbig
Neural Processing Letters 48 (1), 353-373, 2018
32018
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
12020
Black-Box Saliency Map Generation Using Bayesian Optimisation
M Mokuwe, M Burke, AS Bosman
arXiv preprint arXiv:2001.11366, 2020
2020
Fitness Landscape Analysis of Feed-Forward Neural Networks
AS Bosman
University of Pretoria, 2019
2019
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