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Overall send time in this phase is 10 ms. Channel 2 is used for key exchange assignment of the data transmission slot.
Overall send time in this phase is 3 ms. Channel 2 is used for key exchange and assignment of the data transmission slot.
In this algorithm and its extension to the color space, we use a gradual assignment of the data to the groups as the conventional FCM algorithm with a value of m = 2.
The value of m determines the 'fuzziness' of the classification; when m = 1, there is a hard assignment of the data in the classes (k-means algorithm), on the other hand when m = 2 the data are gradually assigned with an interval of [0,1] to the different groups (FCM algorithm).
This process was repeated 20 times with random assignment of the data to the 10 folds [ 67- 69].
In all cases, human and Botrytis cinerea proteins were included in the searches to avoid contaminant-based erroneous assignment of the data.
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In the deletion experiment, we randomly removed a percentage of the entries of the non-redundant database used for homology searches, and then performed the full procedure of taxonomic assignment for the data set of random sequences from complete genomes and an "order" taxonomic division.
In fuzzy clustering, membership degrees between zero and one are used instead of crisp assignments of the data during clustering.
Necessity to improve channel estimation and detection performance concurrently leads to the dilemma of the optimal power assignment to the data and pilot subcarriers as these are the conflicting requirements under the total transmit power constraint.
rmVQ_fk_nps a variant of VQ_fk_nps is obtained by using random vectors in step 1.2 of the initialization phase as originally defined in vector quantization and using an entire update on the distance matrix after the cluster assignment of all the data vectors in step 2.1 of the cluster update phase as originally proposed in kernel-based vector quantization in [10].
mVQ_fk_nps also as a variant of VQ_fk_nps, mVQ_fk_nps is obtained by using an entire update on the distance matrix after the cluster assignment of all the data vectors in step 2.1 of the cluster update phase as originally proposed in kernel-based vector quantization in [10].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com