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The approach used two features extraction methods based on one-dimensional (1D) and two-dimensional (2D) and the Bagging classifier.
Published streptococcal and other 16S rRNA sequences were extracted from EMBL using proprietary extraction methods based on sequence profiles and annotation searches; representative sequences for each species were determined using a proprietary algorithm developed by SmartGene for bacterial 16S rRNA sequences (SmartGene IDNS™ Bacteria Module).
Then, we compared four metabolite extraction methods Based on the number of metabolites extracted, their intensity and their coefficient of variation (%CV), the most reproducible protocol (one-step extraction with acetonitrile on lyophilized material) was chosen to further evaluate the impact of sample mass on method performance (3, 6, and 9 mg were essayed).
These favorable results substantiate the effectiveness of the feature extraction methods based on the proposed matrix decomposition method.
So far, 3D video key-frame extraction methods based on visual attention have not been deeply researched, so this is an interesting point to be explored.
Recently and in the context of 2D video, some key-frame extraction methods based on visual attention models have emerged as, [60 63, 86].
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More recently, Ferreira et al. [42] proposed a shot-based key-frame extraction method based on rate-distortion optimisation for 2D and 3D video.
In Section 2, we propose a new feature extraction method based on the subspace method, MDL-based subspace selection, and ICA.
Total DNA was extracted by one of the following three methods: a CTAB/phenol extraction method based on that of Saghai-Maroof et al. (1984), an aqueous DNA extraction method from Dellaporta (1994), and a Qiagen DNeasy Plant Maxi kit method (Qiagen, #68163).
Table 9 shows the numbers of retweeted tweets and the extracted composed nouns using the automatic term extraction method based on the FLR score [11].
In addition, the usage of the multichannel feature extraction method based on HHT and ELM can extract the effective features to distinguish the preictal and interictal states.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com