Sentence examples for collective classifications from inspiring English sources

They tried to connect fandom to abstractions about identity formation, self-esteem affiliation and collective classifications.

Collective classification (CC) is a task to jointly classifying related instances of network data.

Finally, the analyst predicts the role of each player in the network – collective classification.

By enforcing the constraints also on the test set, this paper presents a natural extension of the framework to perform collective classification.

They are implemented for two different graph problems: calculation of single source shortest paths (SSSP) and collective classification of graph nodes by means of relational influence propagation (RIP).

This naturally motivates semi-supervised collective classification (SSCC) approaches for leveraging the unlabeled data to improve CC from a sparsely-labeled network.

The kLog framework can be applied to tackle the same range of tasks that has made statistical relational learning so popular, including classification, regression, multitask learning, and collective classification.

One can use classifiers that, based on network features and measures, classify each tentative link as existing or not [18]; one may also resort to collective classification over the whole set of possible links [7].

Collective classification model is proposed in this paper to overcome the granularity of workflow components and this model is used in different workflow domains not only scientific workflow or business workflow.

Collective classification.

Some research has proposed algorithms based on multilabel collective classification.