Sentence examples for supervised knowledge from inspiring English sources

Via the multiple latent graphs constructed, the supervised knowledge can be propagated from labeled to unlabeled nodes effectively to boost the prediction performance.

We note that a smaller number of label data is the most interesting case for our algorithm because it is not reliable for prediction due to the inadequacy of supervised knowledge in the labeled dataset.

By using the new NMF method, the supervised knowledge can be effectively preserved, and we seek a matrix factorization which gives a good approximation for both of the data matrix and label matrix.

This would also support the establishment of supervised community knowledge bases.

Predictions of function are better conducted using methods that allow the integration of prior knowledge (supervised methods), the identification of non-linear relationships and the fusion of heterogeneous genomic and post-genomic data.

Unsupervised, supervised and simple knowledge-based classifications were used in the preliminary stage to develop visual representations of soil-landscape patterns and to plan for field data collection.

What is also important, supervised learning generates a knowledge in a readable form, which may be analyzed by experts.

PLS-DA is a full-spectrum, multivariate, supervised method whereby prior knowledge of the classes (i.e. mycoplasma strains) is used to yield more robust discrimination [27], [32], minimizing variation within classes while emphasizing latent variables between or among classes.