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Background and purpose
Patients with epilepsy are significantly more likely to die prematurely than the general population, with causes ranging from associated comorbidities to sudden unexpected death in epilepsy (SUDEP). The aim was to estimate the UK and Ireland incidence of childhood epilepsy deaths and to describe case demographics and clinical characteristics.
Methods
This was a prospective,...
In this paper an incremental version of line tangent space alignment (LTSA) is proposed on the basis of incremental locally linear embedding (LLE) generalizations and the subsequent incremental Hessian locally linear embedding (HLLE). The main goal of this algorithm is to reduce the dimensionality of high-dimension manifolds into a lower dimension representation such that the significant characteristics...
In this paper we propose an incremental version of Hessian locally linear embedding (HLLE) on the basis of incremental locally linear embedding (LLE) generalizations. The main idea behind our algorithm is to produce a lower dimension representation of a high-dimensional manifold such that the significant characteristics of the dataset are preserved while adapting to newly added points arriving to...
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