Sentence examples similar to using a kernel similarity from inspiring English sources

In this work, an approach for detecting plagiarism in text document has been proposed using a semantic similarity measure with a Nearest Neighbor (NN) search, and using a kernel in multiclass support vector machine.

Distributions were estimated using a kernel density distribution.

Let us define k x as a kernel similarity function for drugs and k y as a kernel similarity function for target proteins.

Kernel based learning methods are those methods which use a kernel as a non-linear similarity to perform comparisons.

This can be achieved by using a weighted average kernel similarity of a predicted molecule to the training data set.

The statistical model was calculated with help of the ksvm function from the kernlab package in R statistical software by using a polynomial kernel matrix similarity (degree = 2), a cost parameter C = 1 and a 13-fold cross validation (leave-ne-out cross validation).

To compute the similarity between two instances containing both flat and tree features, we first compute the similarity of their flat features using a linear kernel and the similarity of their tree features using a tree kernel, and then combine these two kernels using a composite kernel.

From a technical viewpoint, the performance of our method could be improved by using more sophisticated kernel similarity functions designed for genomic sequences and chemical structures (Schölkopf et al., 2004).

We could now compute the similarity between the representative graphs using a graph kernel.

The similarities between surface patches are then computed using a graph kernel method.

Mutual information was computed using a Gaussian Kernel estimate.