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Fulufhelo Nelwamondo
Fulufhelo Nelwamondo
Principal researcher, CSIR/ Visiting Professor of Electrical Engineering, University of Johannesburg
Verified email at uj.ac.za
Title
Cited by
Cited by
Year
Missing data: A comparison of neural network and expectation maximization techniques
FV Nelwamondo, S Mohamed, T Marwala
Current Science, 1514-1521, 2007
2582007
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
1332006
Water demand prediction using artificial neural networks and support vector regression
IS Msiza, FV Nelwamondo, T Marwala
Academy Publisher, 2008
1162008
A dynamic programming approach to missing data estimation using neural networks
FV Nelwamondo, D Golding, T Marwala
Information Sciences 237, 49-58, 2013
912013
Artificial neural networks and support vector machines for water demand time series forecasting
IS Msiza, FV Nelwamondo, T Marwala
2007 IEEE International Conference on Systems, Man and Cybernetics, 638-643, 2007
862007
The use of entropy to measure structural diversity
L Masisi, V Nelwamondo, T Marwala
Computational Cybernetics, 2008. ICCC 2008. IEEE International Conference on …, 2008
792008
Hidden Markov models and Gaussian mixture models for bearing fault detection using fractals
T Marwala, U Mahola, FV Nelwamondo
The 2006 IEEE international joint conference on neural network proceedings …, 2006
672006
Faults detection using gaussian mixture models, mel-frequency cepstral coefficients and kurtosis
FV Nelwamondo, T Marwala
2006 IEEE International Conference on systems, man and cybernetics 1, 290-295, 2006
642006
Blood vessel segmentation from fundus images using modified U-Net convolutional neural network
AO Joshua, FV Nelwamondo, G Mabuza-Hocquet
Journal of Image and Graphics 8 (1), 21-25, 2020
552020
Applying cost-sensitive classification for financial fraud detection under high class-imbalance
SO Moepya, SS Akhoury, FV Nelwamondo
2014 IEEE international conference on data mining workshop, 183-192, 2014
512014
Water demand forecasting using multi-layer perceptron and radial basis functions
IS Msiza, FV Nelwamondo, T Marwala
2007 International Joint Conference on Neural Networks, 13-18, 2007
452007
A fuzzy logic based network intrusion detection system for predicting the TCP SYN flooding attack
NNP Mkuzangwe, FV Nelwamondo
Intelligent Information and Database Systems: 9th Asian Conference, ACIIDS …, 2017
392017
A fingerprint pattern classification approach based on the coordinate geometry of singularities
IS Msiza, B Leke-Betechuoh, FV Nelwamondo, N Msimang
2009 IEEE International Conference on Systems, Man and Cybernetics, 510-517, 2009
392009
Segmentation of optic cup and disc for diagnosis of glaucoma on retinal fundus images
AO Joshua, FV Nelwamondo, G Mabuza-Hocquet
2019 Southern African Universities Power Engineering Conference/Robotics and …, 2019
382019
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm
M Duma, T Marwala, B Twala, F Nelwamondo
Applied Soft Computing 13 (12), 4461-4480, 2013
372013
Novelty detection-based internal fingerprint segmentation in optical coherence tomography images
R Khutlang, FV Nelwamondo
2014 Second International Symposium on Computing and Networking, 556-559, 2014
332014
Artificial intelligence in reverse supply chain management: the state of the art
B Xing, WJ Gao, K Battle, T Marwala, FV Nelwamondo
arXiv preprint arXiv:1012.4046, 2010
322010
Rough set theory for the treatment of incomplete data
FV Nelwamondo, T Marwala
2007 IEEE International Fuzzy Systems Conference, 1-6, 2007
322007
The use of U-Net lite and Extreme Gradient Boost (XGB) for glaucoma detection
OJ Afolabi, GP Mabuza-Hocquet, FV Nelwamondo, BS Paul
IEEE access 9, 47411-47424, 2021
302021
Techniques for handling missing data: applications to online condition monitoring
FV Nelwamondo, T Marwala
International Journal of Innovative Computing, Information and Control 4 (6 …, 2008
302008
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