Sentence examples for label information from from inspiring English sources

Differing from the existing semi-supervised dimensionality reduction algorithms, our algorithm propagates the label information from the labeled data to the unlabeled data through a specially designed label propagation, and thus the distribution of the unlabeled data can be explored more effectively to learn a better subspace.

Other methods that use different discrimination scores without leveraging the guidance from side views perform even worse than MSV in graph classification, because they evaluate the usefulness of subgraph patterns solely based on the limited label information from a small sample size of brain networks.

The FLIP includes the food label information from 10,487 national and private label grocery products in 23 food categories collected throughout 2010 2011 from the three largest grocery retailers in Canada (Loblaw Inc , Sobeys Inc and Metro Inc) and one major western Canadian grocery retailer (Safeway) [ 10].

In this paper, we utilize a latent graph approach for finding an integration latent graph by exploiting various latent linkages and judiciously integrate the linkages to generate a latent graph to effectively propagate the label information from labeled data to unlabeled data.

We have begun to address this shortcoming by increasing the number and quality of measurements that provide 13C labeling information from specific compartments within the plant cell.

A possible reason for this result is the Shi [105] method does not specifically use the labeled information from the target when performing the symmetric transformation, which will result in degraded classification performance [64].

"The edible producers negligently, recklessly and purposefully concealed vital dosage and labeling information from their actual and prospective purchasers including Kirk in order to make a profit".

In addition, C-labelling information from primary metabolism has been used for the first time to estimate flux patterns of yeast cells growing on glucose-methanol substrate mixtures.

Combination of GC-MS and NMR datasets and additional C-labelling information from metabolites involved in compartment-specific reactions (used as "sensor reactions") should provide improved accuracy to the current INST C-MFA approach, as well as providing new insights on the redox and energy metabolism.

The prior probabilities in U0 are assigned 0 and we will decide their posterior probabilities in Step 2. Step 2. Propagate the label information influence from G 0 to the genes of U-RN in the network.

A worthwhile goal for industry and regulatory authorities should be the reduction of reducing the label information asymmetry from one country to another especially in Europe under the EU and among all countries in order to facilitate trade.