Fulufhelo V. Nelwamondo

Author

Also Known As

F. Nelwamondo, F. V. Nelwamondo, F.V. Nelwamondo, Fulufhelo Nelwamondo, Fulufhelo V Nelwamondo, Fulufhelo V. Nelwamondo, Fulufhelo Vincent Nelwamondo, Nelwamondo**, Fulufhelo V., Nelwamondo, F. V., Nelwamondo, Fulufhelo V.

142

Publications

1.4K

Citations

H-Index

123

Concepts

All Affiliations

University of Johannesburg Council for Scientific and Industrial Research University of the Witwatersrand

About

Fulufhelo V. Nelwamondo is an author at University of Johannesburg specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	38	894
2	Medicine	5	5	112
3	Management	4	4	86
4	Business	3	3	71
5	Health Sciences	3	3	82

Fulufhelo V. Nelwamondo

Publications

Citations

H-Index

Page 1

	Year	Citations
Water Demand Prediction using Artificial Neural Networks and Support Vector Regression Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala Journal of Computers EngineeringMachine LearningIntelligent SystemsWater Quality ForecastingData Science	2008	89
A dynamic programming approach to missing data estimation using neural networks Fulufhelo V. Nelwamondo, Daniel Golding, Tshilidzi Marwala Information Sciences Artificial IntelligenceIncremental LearningIntelligent Information ProcessingDynamic Programming ApproachMachine Learning	2009	74
EARLY CLASSIFICATIONS OF BEARING FAULTS USING HIDDEN MARKOV MODELS, GAUSSIAN MIXTURE MODELS, MEL-FREQUENCY CEPSTRAL COEFFICIENTS AND FRACTALS Fulufhelo V. Nelwamondo, Tshilidzi Marwala, Unathi Mahola	2005	58
Artificial Neural Networks and Support Vector Machines for water demand time series forecasting Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala Forecasting MethodologySupport Vector MachineWater DemandEngineeringArtificial Neural Networks	2007	53
Blood Vessel Segmentation from Fundus Images Using Modified U-net Convolutional Neural Network Afolabi O. Joshua, Fulufhelo V. Nelwamondo, Gugulethu Mabuza-Hocquet Journal of Image and Graphics Convolutional Neural NetworkImage AnalysisBlood Vessel SegmentationMedical ImagingDeep Learning	2020	52
Applying Cost-Sensitive Classification for Financial Fraud Detection under High Class-Imbalance Stephen O. Moepya, Sharat Saurabh Akhoury, Fulufhelo V. Nelwamondo Fraud DetectionBusiness IntelligenceFinancial Statement FraudBusiness AnalyticsCost-sensitive Naive Bayes	2014	44
Faults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis Fulufhelo V. Nelwamondo, Tshilidzi Marwala Fault DiagnosisCondition MonitoringReliability EngineeringEngineeringFault Estimation	2006	41
Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals Tshilidzi Marwala, Unathi Mahola, Fulufhelo V. Nelwamondo The 2006 IEEE International Joint Conference on Neural Network Proceedings Fault DiagnosisCondition MonitoringEngineeringMachine LearningData Science	2006	39
The Use of U-Net Lite and Extreme Gradient Boost (XGB) for Glaucoma Detection Oluwatobi Joshua Afolabi, Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo, IEEE Access EngineeringFeature DetectionGlaucoma Detection TechniqueImage AnalysisRetina	2021	35
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm Mlungisi Duma, Tshilidzi Marwala, Bhekisipho Twala, Applied Soft Computing Unseen RecordsArtificial Immune SystemImmunologyGenetic AlgorithmImmunological Computing	2013	27

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