Sentence examples for handling structured from inspiring English sources

We show that, despite the apparent diversity, two basic principles underlie the recent approaches: first, use structured machines to learn structured data; second, learn representations instead of handcrafting them; although neither principle is really new, they proved very successful for handling structured data, to the point of generating a novel branch of numerical machine learning.

" * Structured MicroContent – a service should be able to handle structured MicroContent.

Still, Diamond does make it clear that he has given Kvalheim responsibility only for credit derivatives; others will handle structured products for foreign exchange, default swaps and equities.

To our knowledge, SMOTIF is the only implemented method that can handle structured profile search.

TranSMART can handle structured data from clinical trials (demographics, outcomes, laboratory results and clinical phenotypes) and aligned high-content biomarker data such as gene expression profiles, genotypes, metabolomics and proteomics data.

Due to the strong interconnection of molecular spectra and molecular structures not only mass spectrometry software is used during structure elucidation, but a diverse set of programs for handling structures and for the computation of molecular properties [16].

The method is based on the assumption of knowledge of the excitation's power spectral density and can handle structures modelled by an incomplete modal model.

The slicing algorithm is nearly perfectly parallel so it could extend to handle structures with over one million struts, helping to facilitate the adoption of slender member structures for engineering-scale applications.

This system guarantees full consistency in the handling (structure normalization and molecular descriptor computation) of the training series and the predicted compounds.

It will be workable throughout by the end of 2015 but in particular the handling of structured (morphological) character data will have to be considerably improved to meet all essential needs by a corresponding follow-up project proposal submitted to the German Research Foundation.

Both BioPerl (www.bioperl.org) and BioPython (www.biopython.org) provide modules for handling PDB structures which implement a PDB parser and data structure, but provide almost no routines for manipulating or analysing the data.