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Although the advantage of the hard and fuzzy labeling is the identification of the representative clusters for each class and discriminating them from the common clusters, the method requires that each class contributes with the same number of feature vectors.
Through statistical analysis of the FCOV patterns for 20 single cells, the Hamming neural network is applied for identification of the representative FCOV pattern that matches most closely of the pattern of the arbitrary cell to be measured.
The comparison of the force time dependencies with the actual effects of the indenter laminate system (using high-speed cameras) contributed to the identification of the representative points and ranges that determine characteristic changes in the laminate structure in terms of damage and specific forms of its degradation.
The correct identification of the representative clones for these 30 genes was confirmed by sequence analysis (data not shown).
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The rating analysis comprised two different approaches: (1) the identification of the most representative hotel rating and (2) the combination of the multi-criteria guest ratings per hotel into a unique guest rating per hotel.
To be able to use multi-criteria ratings for profiling, we designed and experimented with two main approaches: (1) the identification of the most representative rating (MRR) with MLR and (2) the combination of the multi-criteria ratings into a single rating, per user and item, using NNRA and PWRA.
As stated at the beginning of this chapter, Neubig et al. (2012) definition of Cyrtochilum does not warrant the proper identification of the genus representatives and can lead to the confusion.
Identifications of the first representative of each qnr family relied on screening of clinical isolates and resistance transfer assays [ 1, 3- 5, 7, 11], whereas subsequent studies have identified related qnr genes mainly by using PCR-based strategies [ 5, 9, 10, 12].
This procedure enabled the identification of seven representative WUI Situations within the 14,800 ha of WUI in the area.
The timely identification of the Burkholderiales order representatives by genotyping is important to limit bacterial spread and so to resolve some epidemiological problems.
The great amount of collected data allowed a quantification of the source mechanism of Strombolian explosions, which resulted in the identification of two sources representative of the distinct types of explosive explosions from two different vents (Chouet et al., 2003).
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