Tshilidzi Marwala
TitleCited byYear
Finite element model updating using computational intelligence techniques: applications to structural dynamics
T Marwala
Springer Science & Business Media, 2010
3282010
The use of genetic algorithms and neural networks to approximate missing data in database
M Abdella, T Marwala
IEEE 3rd International Conference on Computational Cybernetics, 2005. ICCC …, 2005
1642005
Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques: Knowledge Optimization Techniques
T Marwala
IGI Global, 2009
1592009
Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques: Knowledge Optimization Techniques
T Marwala
IGI Global, 2009
1592009
Missing data: A comparison of neural network and expectation maximization techniques
FV Nelwamondo, S Mohamed, T Marwala
Current Science, 1514-1521, 2007
1242007
Damage identification using committee of neural networks
T Marwala
Journal of Engineering Mechanics 126 (1), 43-50, 2000
1232000
Image classification using SVMs: one-against-one vs one-against-all
G Anthony, H Gregg, M Tshilidzi
arXiv preprint arXiv:0711.2914, 2007
1202007
Fault identification using finite element models and neural networks
T Marwala, HEM Hunt
Mechanical systems and signal processing 13 (3), 475-490, 1999
1031999
Early classifications of bearing faults using hidden Markov models, Gaussian mixture models, mel-frequency cepstral coefficients and fractals
FV Nelwamondo, T Marwala, U Mahola
International Journal of Innovative Computing, Information and Control 2 (6 …, 2006
972006
Condition monitoring using computational intelligence methods: applications in mechanical and electrical systems
T Marwala
Springer Science & Business Media, 2012
922012
Autoencoder networks for HIV classification.
BL Betechuoh, T Marwala, T Tettey
Current Science (00113891) 91 (11), 2006
842006
Advances in FRP Composites in Civil Engineering: Proceedings of the 5th International Conference on FRP Composites in Civil Engineering (CICE 2010), Sep 27-29, 2010, Beijing …
P Feng, Q Yue, L Ye
Springer Berlin Heidelberg, 2011
832011
Fault classification in structures with incomplete measured data using autoassociative neural networks and genetic algorithm
T Marwala, S Chakraverty
Current Science, 542-548, 2006
792006
Dreaming more data: Class-dependent distributions over diffeomorphisms for learned data augmentation
S Hauberg, O Freifeld, ABL Larsen, J Fisher, L Hansen
Artificial Intelligence and Statistics, 342-350, 2016
722016
Militarized conflict modeling using computational intelligence
T Marwala, M Lagazio
Springer Science & Business Media, 2011
722011
Bayesian training of neural networks using genetic programming
T Marwala
Pattern Recognition Letters 28 (12), 1452-1458, 2007
712007
Water demand prediction using artificial neural networks and support vector regression
IS Msiza, FV Nelwamondo, T Marwala
Academy Publisher, 2008
702008
Object Localization Using Deformable Templates
JM Spiller
652007
Machine and component residual life estimation through the application of neural networks
MA Herzog, T Marwala, PS Heyns
Reliability Engineering & System Safety 94 (2), 479-489, 2009
602009
Finite element model updating using Bayesian framework and modal properties
T Marwala, S Sibisi
Journal of Aircraft 42 (1), 275-278, 2005
602005
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Articles 1–20