Then, experimentally verified methylated arginines and lysines were recorded for later positive training datasets extraction by excluding those annotated by "By similarity", "Potential" or "Probable" in the description field.
Table 4 The running time cost by each stage of our method over the Oxford flowers, UCSD birds and CMU iCoseg datasets Dataset Superpixel extraction Heat source extraction Saliency detection Local refinement Heat energy transfer and diffusion Total time (s) Oxford flowers 16.13 0.28 0.24.1428 5.21 24.14 UCSD birds 8.19 0.13.1118 1.47 3.13 13.11 CMU iCoseg 6.87 0.11.1911.1930 2.711.1911.19
In the rest of this article, we first explain how our existing OntoGene relation mining system has been customized for the CTD dataset ('Information extraction' section), and then how it has been integrated with a conventional information retrieval (IR) system (Lucene) for the purpose of the triage task ('Integration with a standard IR system' section).
Details of individual datasets and extraction method are provided in [ 40].
These datasets allow extraction of the exact position of cell nuclei, but do not reveal cell boundaries.
Another contribution is the AutoSeed program, which would be useful for processing of large SELECT datasets for extraction of TF binding motifs.
This resource not only facilitates unified storage for lists of proteins identified during AP-MS experiments, but also allows cross comparison of individual datasets, and extraction of information difficult to mine otherwise.
In the fourth section, we explained the details of our approach in four steps: dataset preparation, feature extraction, training and testing.
In this study, based on China's GaoFen-1 (GF-1) high spatial resolution remote sensing images and a reference dataset, an information extraction technology based on a combination of pixel-, object-, and knowledge- based methods is developed to classify the land covers in urban built-up areas (BUAs) of Shanghai, China.
