Sentence examples for by exploiting the relationships from inspiring English sources

In both the semi-supervised and transfer learning algorithms, integration of labeled and "auxiliary" data is accomplished by exploiting the relationships between documents and words encoded in the bipartite graph model.

These techniques have been developed in the field of chemical engineering during the past 55 years with the purpose of reducing the effect of random errors and also eliminating systematic gross errors in the data by exploiting the relationships that are known to exist between different variables of a process (e.g. energy and mass balances).

Because the system knows the structure and intent of the information, it can be used to make complex queries that enable advanced searching through the data and aggregating various data items by exploiting the relationships between them.

Then, by exploiting the relationship between the minimum mean square error (MMSE) and the achievable rate, we develop a new algorithm to address the sum rate maximization problem.

Differing from existing ETF method, the proposed ETF is derived directly by exploiting the relationship between the equivalent closed-loop transfer function and the inverse of open-loop transfer function.

Crystal thickness was determined by exploiting the relationship with absorbance in the silica overtone region (1625 2150 cm−1), whereby thickness (in microns) is calculated by dividing the integrated absorbance of the overtones (between 1625 and 2150 cm−1) by the appropriate coefficient.

Practical purifications of hydrophilic fragments and lead/drug-like molecules are reviewed, focussing particularly on the rational use of C-18 reverse phase flash chromatography by exploiting the relationship between retention time and distribution coefficients.

This information could potentially enable improved structure learning, whether by exploiting the relationship of consecutive samples or by enabling connections between variables that represent regulatory loops as is possible using dynamic Bayesian networks [ 29– 31].

In addition, concepts such as pagerank, authorities and hubs, determined by exploiting the structural relationships between linked documents, can be defined with respect to the semantic relationships between terms.

Owning Five could also give him the chance to develop TV shows by exploiting the commercial relationships he has with leading celebrities who are signed to OK!, including Katie Price and Kerry Katona.

Indeed in this way the annotations for a certain species can be propagated to other philogenetically related species by exploiting the orthology relationships.