Sentence examples for instances based on their from inspiring English sources

The kernel matching criterion is used to map the individual target instances to source instances based on their geometric similarities which are expressed in the kernel matrices.

The active learning methods used are: Distance (DIST), a simple margin method which samples training instances based on their proximity to a support vector machine (SVM) hyperplane; Diversity (DIV) which selects instances based on their diversity/dissimilarity from instances in the training set.

Having a classification allows us to compare two different instances based on the inherited properities of their classes.

Secondly, using these annotations, our approach automatically suggests possible pattern instances based on a reusable catalog of patterns and their variants.

Chief among these is the 'elastic' nature of the cloud-based system, which allows it to scale the number of server instances based on need.

We should be attentive to our history and context, and be open to believing, disbelieving, agreeing, or disagreeing, in individual instances, based on evidence.

Computational experiments were performed on realistic instances based on the real road conditions of Beijing, China.

A new set of realistic instances based on the 96 French districts are also proposed.

Figure 9 shows correspondences of data representation in the real world to instances based on ontology.

To evaluate the model and the solution algorithms, we produce instances based on a study of real-life data.

After modeling the pending problem, the model is validated by five representative instances based on practical data.