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Optimum structure of feed forward neural networks by SOM clustering of neuron activations
(Modelling and Simulation Society of Australia and New Zealand Inc., 2007-12)
Neural Networks have the capability to approximate nonlinear functions to a high degree of accuracy owing to its nonlinear processing in the hidden layer neurons. However, the optimum network structure that is required ...
Using emergent clustering methods to analyse short time series gene expression data from childhood leukemia treated with glucocorticoids
(Modelling and Simulation Society of Australia and New Zealand and International Association for Mathematics and Computers in Simulation, 2009-07)
Acute lymphoblastic leukemia (ALL) causes the highest number of deaths from cancer in children aged between one and fourteen. The most common treatment for children with ALL is chemotherapy, a cancer treatment that uses ...