Sentence examples for instances by exploiting the from inspiring English sources

Conventional supervised learning methods assume that the instances to be classified are independent of each other, while collective classification jointly classifies interrelated instances by exploiting the interrelations among the instances [ 28, 29].

Further optimizations of our solutions are possible, for instance by exploiting the structure of the kinship matrix.

Multi-target regression algorithms can compensate for a fewer amount of training instances available for a problem by exploiting the knowledge of a similar problem.

The deterministic construction of folds is performed using unsupervised stratification by exploiting the distribution of instances in the instance space.

For instance, to achieve very fast reader communication, the discovery phase can be implemented by exploiting the IEEE 802.15.4a protocol features.

In order to solve large-sized instances of the problem, an exact dynamic programming approach based on optimal assignments between coils and positions in a bipartite network with cuts is designed by exploiting the problem structure.

Camouflage works by exploiting the weaknesses of human perception.

Capitalism, in this view, works by exploiting the capitalists themselves.

By exploiting the brand name that Jamieson has created.

By exploiting the ability of retroviruses to move genes into random sites of mammalian genomes and by exploiting some features of their replication, retrovirus vectors have been developed that select for instances in which the virus integrates into expressed genes.

The economics of education literature has adopted several empirical strategies to identify the causal effect of vocational education, for instance by exploiting reforms which have altered either the length of compulsory education or the length of the vocational track.