Published 2014
“…Data Processing - ANN Application ( Data pre-processing using Z-score, ANN design structure/architecture - parameter optimisation, training and testing the
algorithm) Result & Discussion: ANN parameter optimisation - final error for learning rate, momentum rate and hidden
layer size ANN final design parameter - Nodes in input
layer: 7, Nodes in hidden
layer size: 2, Output
layer size: 1, learning rate: 0.9, Momentum rate: 0.7, Error goal: 0.01, Epochs: 100 ANN prediction: high accuracy for training and testing prediction (refer to the figure in poster) Patent & List of contributions: 1. …”
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