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About this supplement These abstracts have been published as part of BMC Neuroscience Volume 18 Supplement 1, 2017. The full contents of the supplement are available online at https://bmcneurosci.biomedcentral.com/articles/supplements/volume-18-supplement-1 . Please note that this is part 3 of 3.
There is a huge demand to apply classification in medical analysis. A traditional classifier requires having training samples from each class. However, in reality, it is possible that the testing set may include classes that are not in the training set. This inevitably causes an issue: data from a undefined class will be assigned to a predefined classes. To tackle this, we propose a semi-supervised...
The design of structural beams involves the presence of uncertainties in minimizing the cross-sectional area subject to constraints on bending stress, deflection, and bounds. This is a case of robust optimization problem in which solutions are sampled around the neighborhood of a given solution and the mean and variance of this sample are taken as the objective functions. In this paper, we present...
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