We build on the work of Zhang and LeCun [1] by providing a new character embedding methodology for text classification with CNNs, demonstrate that our new character embedding greatly reduces training time, memory use and improves classification performance.
SVMs have also been employed for feature selection using Wrapper and Embedded methodologies.
The cost of capital is a key element of the embedded value methodology for the valuation of a life business.
Over the course of the 30 or 60 hour program students follow a rigorous curriculum that features national science standards embedded in methodologies practiced in infectious disease research (SEPA support allowed staff to double the length of the program in 2008).
With some loss, embed Fechnerian methodology within nineteenth century evolutionary theory, and apply it to the categories of physics, and we get Machian epistemology.
Manifold-embedding methodologies, including isometric feature mapping (Isomap) [19, 20], locally linear embedding (LLE) [21], and Laplacian eigenmaps (LE) [22], have shown promise for head-pose estimation by mapping high-dimensional data into low-dimensional space.
However, it soon became clear that this was not a good strategy, because the use of ICT had to be embedded in educational methodology.
To become more policy-relevant the notion of discontinuity needs to be embedded in scenario methodology on various levels; epistemological, analytical, contextual, and procedural [13].
This introductory chapter explains the reasons for adopting the embedded model control methodology in the design of the spacecraft orbit and attitude control algorithms addressed by the book.
This paper describes a methodology, embedded to a tool called Kurke, that aims to support the planning of sustainable and energy efficient urban areas by analysing the energy performance of city plans and the impacts of their energy design alternatives on carbon dioxide emissions during planning.
