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A.Y.T. Leung
Publications - 3
Citations - 81
A.Y.T. Leung is an academic researcher. The author has contributed to research in topics: Artificial neural network & Algorithm design. The author has an hindex of 2, co-authored 3 publications receiving 71 citations.
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Proceedings ArticleDOI
Air pollutant parameter forecasting using support vector machines
TL;DR: The experimental comparison between the support vector machine and the classical radial basis function (RBF) network demonstrates that the SVM is superior to conventional RBF in predicting air quality parameters with different time series.
Proceedings ArticleDOI
Optimal feed-forward neural networks based on the combination of constructing and pruning by genetic algorithms
TL;DR: An effective design method of neural network architectures is presented that is firstly trained by a dynamic constructive method until the error is satisfied, then pruned by genetic algorithm (GA).
Proceedings ArticleDOI
Prediction of respirable suspended particulate level in Hong Kong downtown area using principal component analysis and artificial neural networks
TL;DR: In this paper, the principal component analysis technique is used to reduce and orthogonalize input variables of the neural network model, which is established for forecasting the pollutant concentrations in downtown area of Hong Kong.