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A hierarchical systems modelling approach based on neural networks for forecasting global waste generation: a case study of Chile
(Modelling and Simulation Society of Australia and New Zealand, 2005-12)
In this-first every study for Chile, a neural network based hierarchical modelling approach is proposed for forecasting domestic waste generation for the whole country. Over 30 global variables from the 342 communes ...
Validating a gene expression signature of invasive ductal carcinoma of the breast and detecting key genes using neural networks
(Modelling and Simulation Society of Australia and New Zealand and International Association for Mathematics and Computers in Simulation, 2009-07)
Breast cancer is one of the leading causes of death in women in the world. It is a complex disease with challenges to accurate diagnosis due to cancer subtypes that are difficult to distinguish. The most common subtype is ...
Towards a generalized colour image segmentation for kiwifruit detection
Developing robust computer vision algorithms to detect fruit in trees is challenging due to less controllable conditions, including variation in illumination within an image as well as between image sets. There are two ...
Three neural network case studies in biology and natural resource management
This paper presents 3 NN case studies. In the first, fracture toughness of wood was predicted using an expanded MLP network from experimentally measured crack angle, stiffness, density and moisture content. The data is ...