Sentence examples for the nearest prototype of from inspiring English sources

Differently, instead of using the current prototype, VQ_fk_nps uses the nearest prototype of each vector after the update of all reference vectors via the update of the distance matrix has been done in the feature space.

In particular, the difference between the fuzzy approaches and ours can be explained in such a way that our educational data sets have many distinct groups of similar students and thus, a choice of the nearest prototype strategy is appropriate.

Thus, our choice of the nearest prototype strategy is made appropriately.

As a generalized version in the post-processing phase, VQ_fk_nps performs the updates on incomplete data using the nearest prototype strategy after the movement of the reference vectors closer to their members.

In our opinion, the incomplete data update approach in the nearest prototype strategy is a special case of that in the optimal completion strategy regardless of fuzziness for the membership of each vector.

Like K_nps and S_nps, this work is also based on the proposed framework in [24]; however, defines a new approach using kernel-based vector quantization proposed in [10] and the nearest prototype strategy to handle the ubiquity of incomplete data.

Both of them utilized the nearest prototype strategy for incomplete data updates while do clustering within our proposed algorithmic framework.

VQ_fk_nps is an incomplete data clustering version of kernel-based vector quantization using the nearest prototype strategy.

Find the nearest prototype (nc) for hp.   3.

The shrunken centroid is an improved method of the simple nearest prototype (centroid) classifier.

We have devised an approach to cancer class prediction from gene expression profiling, based on an enhancement of the simple nearest prototype (centroid) classifier.