Sentence examples for representation pattern from inspiring English sources

From these, we are focusing on the mostly widely used clustering and classification, which typically involves the following steps [15, 28]: pattern representation, pattern proximity measure, grouping (for clustering) and labeling (for classifying), and data abstraction (optional).

The raw TCM clinical dataset was represented in a reduced feature space so that we can build a hierarchical feature representation pattern with a tree structure.

This new coding strategy preserves locality and encourages similar descriptors to share similar sparse representation patterns.

The most significant finding of the study is that linguistic proxies of increased cognitive load have unique representation patterns across the four levels of cognitive presence.

Both of them have verified the validity of the connection between Repetition and Sequentiality.7 The representation patterns of the above data could be illustrated as below (Fig. 12).

The general focus is to apply Deep Learning algorithms to train the high-level data representation patterns based on a portion of the available input corpus, and then utilize the remaining input corpus with the learnt patterns for extracting the data abstractions and representations.

In discriminable environments, the place representation patterns are separated via sparse coding in the dentate (McNaughton et al. 2006).

We thus suspect that there was a biological difference between non-normalized leaf library five and the other normalized leaf libraries that changed the pathway representation patterns.

This leads us to conclude that, although representation of particular chromosomes in our data set may be a contributing factor, it is unlikely that this is the primary cause of the differences in chromosomal representation patterns observed.

The fact that most of the GO term representation patterns were similar among the five cDNA libraries suggests that caste-specific differences may involve both transcriptional and post-transcriptional regulation of genes.

The tag cloud for trigrams in the phosphorylation dataset shows similar examples involving 'i kappa b alpha' (Fig. 7), while immediately indicating a limitation of the feature representation: patterns of more than three words cannot be efficiently captured.