Sentence examples for approach in text from inspiring English sources
Third, we exemplify how the human-in-the-loop approach in text annotation allows the customization of entities and relation types for the user's need.
At present, we have the largest dataset of diabetes from 301 hospitals, which will support us to deal with medical problems with deep learning approach, so that we can better use deep learning approach in text feature extraction.
A common approach in text mining is to use a bag of words approach where the presence of individual words, or small groups of words are used as features; however, several studies have found that this approach is not sufficient to train a classifier with adequate performance in review spam detection.
Another media and technology company, Kontera, is taking a similar approach with in-text advertising, where advertisers pay for keywords to be hyperlinked within an article or blog post.
> We described a novel approach in combining text mining and automated reasoning techniques to find DDIs from Medline abstracts.
A detailed normalization approach is presented in Text S1.
Moreover, we also present an investigation on the relaxation of the NB attribute independence assumption (aka, Semi-Naive approaches) in large text collections, something missing in the literature.
SVMs are one of the most successful approaches for classification in text mining [ 26, 27].
"I will leave the materialistic and soulless production approach in science," the text reads, however.
We list several limitations of our approach in the main text.
We demonstrate the utility of this approach in investigating large text corpora of organizational discourse, and we anticipate our methods to be comparably valuable in the analysis of a large spectrum of formal and informal discourse.
