Both our methods are based on semi-supervised learning and involve augmenting the limited number of gold-standard training instances with carefully chosen and highly confident auxiliary examples.
The complexity of the phenomena involved, augmented by the heterogeneity and stochasticity of the media in which transport occurs, renders classical analytical-numerical approaches scarcely adequate for realistic representation of the system of interest.
The complexity of the phenomena involved, augmented by the heterogeneity and stochasticity of the media in which transport occurs, renders the classical analytical numerical approaches scarcely adequate for a close-to-reality modeling.
This involves augmenting the convex combination of the ordinary differential equations with the algebraic equations from individual models.
In this paper, we propose a novel approach, which involves, augmenting a virtual memory (VM) with the existing physical memory of the video buffer.
Briefly, this method involves augmenting each person in the data set with an additional observation for every competing outcome, effectively creating a stratum for each event.
This involves augmenting existing controlled vocabularies (known as ontologies ) for musical concepts, and especially developing such vocabularies for musical discourse (both academic and non-academic).
Another promising investigational approach involves augmenting the existing antitumor immune responses through blockade of inhibitory 'checkpoint pathways' (i.e. natural mechanisms that serve to limit the immune response), and this approach will comprise the remainder of this article [ 51].
But in addition, other mechanisms/organs are involved, augmenting the pathological pathways: adipocytes (altered fat metabolism due to insulin resistance), gastrointestinal tract (incretin deficiency and/or resistance), pancreatic α-cells (hyperglucagonemia and increased hepatic sensitivity to glucagon), kidneys (enhanced glucose reabsorption), and central nervous system (insulin resistance) (1).
