Fulufhelo V. Nelwamondo

Water Demand Prediction using Artificial Neural Networks and Support Vector Regression

Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala · Journal of Computers · 2008 · 89 citations

Engineering, Machine Learning, Intelligent Systems +18

A dynamic programming approach to missing data estimation using neural networks

Fulufhelo V. Nelwamondo, Daniel Golding, Tshilidzi Marwala · Information Sciences · 2009 · 74 citations

Artificial Intelligence, Incremental Learning, Intelligent Information Processing +11

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 citations

Artificial Neural Networks and Support Vector Machines for water demand time series forecasting

Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala · 2007 · 53 citations

Forecasting Methodology, Support Vector Machine, Water Demand +15

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 · 2020 · 52 citations · Full text

Convolutional Neural Network, Image Analysis, Blood Vessel Segmentation +13