Anna Sergeevna Bosman (Rakitianskaia)
Anna Sergeevna Bosman (Rakitianskaia)
Verified email at cs.up.ac.za - Homepage
TitleCited byYear
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
452008
Training feedforward neural networks with dynamic particle swarm optimisation
AS Rakitianskaia, AP Engelbrecht
Swarm Intelligence 6 (3), 233-270, 2012
282012
Training neural networks with PSO in dynamic environments
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2009. CEC'09., 667-673, 2009
232009
Cooperative charged particle swarm optimiser
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2008 (CEC'08, IEEE World Congress …, 2008
122008
Saturation in PSO Neural Network Training: Good or Evil?
A Rakitianskaia, A Engelbrecht
IEEE Congress on Evolutionary Computation, 2015 (CEC'15), 2015
92015
Weight regularisation in particle swarm optimisation neural network training
A Rakitianskaia, A Engelbrecht
2014 IEEE Symposium on Swarm Intelligence (SIS), 1-8, 2014
82014
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
82014
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
62016
Measuring saturation in neural networks
A Rakitianskaia, A Engelbrecht
2015 IEEE Symposium Series on Computational Intelligence, 1423-1430, 2015
52015
Characterising neutrality in neural network error landscapes
WA van Aardt, AS Bosman, KM Malan
2017 IEEE Congress on Evolutionary Computation (CEC), 1374-1381, 2017
42017
Fitness landscape analysis of weight-elimination neural networks
A Bosman, A Engelbrecht, M Helbig
Neural Processing Letters 48 (1), 353-373, 2018
32018
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
32016
Evolutionary neural architecture search for image restoration
GJ van Wyk, AS Bosman
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
22019
Visualising Basins of Attraction for the Cross-Entropy and the Squared Error Neural Network Loss Functions
AS Bosman, A Engelbrecht, M Helbig
arXiv preprint arXiv:1901.02302, 2019
22019
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
22018
Using Particle Swarm Optimisation to Train Feedforward Neural Networks in Dynamic Environments
A Rakitianskaia
University of Pretoria, 2012
22012
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
12019
Loss Surface Modality of Feed-Forward Neural Network Architectures
AS Bosman, A Engelbrecht, M Helbig
arXiv preprint arXiv:1905.10268, 2019
12019
Fitness Landscape Analysis of Feed-Forward Neural Networks
AS Bosman
University of Pretoria, 2019
2019
Training artificial neural networks with dynamic particle swarm optimisation
AS Rakitianskaia, AP Engelbrecht
Matematicheskoe modelirovanie 24 (12), 107-112, 2012
2012
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