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Hand searching of the literature provided a "gold standard" classification of article categories.
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This paper surveys expert systems (ES) development using a literature review and classification of articles from 1995 to 2004 with a keyword index and article abstract in order to explore how ES methodologies and applications have developed during this period.
For this reason we performed a detailed investigation of a scientific publication records, which (i) may be naturally represented as a network and (ii) owns an external author-made classification of articles.
In order to determine how data mining techniques (DMT) and their applications have developed, during the past decade, this paper reviews data mining techniques and their applications and development, through a survey of literature and the classification of articles, from 2000 to 2011.
Another feature was automated data validation as the classification of articles was done through a graphical user interface with predefined choices and functionality.
Similarly, classification of articles as described above will be summarised using simple numerical counts and percentages.
Some are specialized in the classification of articles, e.g. AnneOTate, CISMeF, and MedMOLE.
Based on the Wikipedia classification of articles and authors' previous contributions, Halatchliyski et al.
Piwowar and Chapman (2008b) also addressed the classification of articles (at the article level) for data sharing in five databases (GenBank, Protein DataBank, GEO, ArrayExpress, Stanford Microarray Database).
> We designed a SVM classifier for the binary classification of articles with two classes: relevant for curation and not relevant for curation.
Table 2 was organized following the classification of articles returned by our SRL protocol based on both columns: "Execution main finding" and "Bioinformatics field".
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