Sentence examples for normalized terms from inspiring English sources

A total of 1018 UMLS normalized terms have been identified and extracted from this dataset using Apache cTAKES.

Second, synonymous component and trouble names are consolidated into normalized terms using synonym ontology to prepare this information for statistical analysis.

For unseen normalized terms, i.e. terms not present in the training data, the maximum entropy classifier would assign a low default probability based on the distribution of all training instances.

Regarding adverse event names, although the FAERS provides normalized terms based on MedDRA® preferred terms (PT), Wang et al. demonstrated that this normalization reinforces the data aggregation capability when linking PT terms to their corresponding system organ class (SOC) categories.

Ideally the template will include normalized terms to indicate test results and interpretation that can be parsed programmatically, ultimately, it will facilitate the adoption of such useful information for research purpose.

More recently, Wang et al [ 10] have proposed the integration of controlled and normalized terms, such as gene symbols or compound IDs, into the LDA inference process to improve performance by avoiding ambiguity.

Later, the normalized term frequency (TF and TFF inverse document frequency (TFIDF) representations were calculated for each OpCode n-grams patterns in each file.

where s i, i∈{1,…,m}, is the cosine similarity1 between the query vector q and v i representing tweet t w i, and m i,j is the (normalized) term frequency of term t j in tweet t w i.

We define the traffic load as a normalized term, the ratio of packet arrival rate over the physical capacity: traffic load = packet size × packet arrival rate PHY layer bitrate (20).

Normalized term-by-document matrices have been used in place of the raw term-by-document matrix in many LSA studies to good effect [29], [30], [31].

This suggests that the normalized term list extracted for bacteria was well-matched to this task, capturing most sources of variability.