Sentence examples for mining tools have from inspiring English sources

The limitation should not go unnoticed and under-developed, although data mining tools have greatly benefited researchers to identify candidate genes.

Traditional plating techniques are still being used for bacteriocin screening studies, however, the availability of ever more bacterial genome sequences and the use of in silico gene mining tools have revealed novel bacteriocin gene clusters that would otherwise have been overlooked.

In addition, the observed accuracies strongly depended on the test set of sentences or interaction data the published text mining tools have been tested on.

While the folding of proteins has long eluded the mechanism behind protein substrate recognition, our studies show that molecular and data mining tools have improved much, putting a comprehension of proteolytic cleavage within reach.

Next-generation sequencing and computational data mining tools have been used for high-throughput transcriptomic profiling of developing vanilla beans.

In addition to manual curation, text mining tools have been developed to assist gene list creation [ 4].

In cases where the information are hidden or less codified than in the medical or biomedical field, the functional approach can be used as well, but the exploitation of the Big Data with text mining tools has to be substituted with other techniques as shown in [29].

Automatic text-mining tools have been proposed to assist the manual creation [34, 45, 54] and/or to directly generate large-scale results for computational purposes [47, 49].

Despite the continuing advances in biomedical text mining and the pressing needs of biocurators for better tools, few existing text-mining tools have been successfully integrated into production literature curation systems such as those used by the expert curated databases.

However, despite multiple attempts from the text-mining community (4 8), to date, still few existing text-mining tools have been successfully integrated into production systems for literature curation (9, 10).

Therefore, the need for time series data mining tool has become extremely important.