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Anna Sergeevna Bosman
Anna Sergeevna Bosman
其他姓名Anna Sergeevna Rakitianskaia
Senior Lecturer, University of Pretoria
在 cs.up.ac.za 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
972019
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
912020
Training feedforward neural networks with dynamic particle swarm optimisation
AS Rakitianskaia, AP Engelbrecht
Swarm Intelligence 6 (3), 233-270, 2012
602012
Measuring saturation in neural networks
A Rakitianskaia, A Engelbrecht
2015 IEEE symposium series on computational intelligence, 1423-1430, 2015
552015
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, 1-13, 2008
482008
Evolutionary neural architecture search for image restoration
GJ van Wyk, AS Bosman
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
472019
Training neural networks with PSO in dynamic environments
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2009. CEC'09., 667-673, 2009
362009
Characterising neutrality in neural network error landscapes
WA van Aardt, AS Bosman, KM Malan
2017 IEEE congress on evolutionary computation (CEC), 1374-1381, 2017
262017
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
262016
Saturation in PSO Neural Network Training: Good or Evil?
A Rakitianskaia, A Engelbrecht
IEEE Congress on Evolutionary Computation, 2015 (CEC'15), 2015
222015
Weight regularisation in particle swarm optimisation neural network training
A Rakitianskaia, A Engelbrecht
2014 IEEE Symposium on Swarm Intelligence (SIS), 1-8, 2014
222014
Fitness landscape analysis of weight-elimination neural networks
A Bosman, A Engelbrecht, M Helbig
Neural Processing Letters 48, 353-373, 2018
212018
Hybridised loss functions for improved neural network generalisation
MC Dickson, AS Bosman, KM Malan
Pan-African Artificial Intelligence and Smart Systems Conference, 169-181, 2021
182021
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
182018
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
172016
Cooperative charged particle swarm optimiser
A Rakitianskaia, AP Engelbrecht
IEEE Congress on Evolutionary Computation, 2008 (CEC'08, IEEE World Congress …, 2008
172008
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
162014
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
132020
Fitness Landscape Analysis of Feed-Forward Neural Networks
AS Bosman
University of Pretoria, 2019
112019
A local optima network analysis of the feedforward neural architecture space
I Potgieter, CW Cleghorn, AS Bosman
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
82022
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