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Fast, three-dimensional (3D) spatial encoded methods also reduce the scan time.
Despite the existence of several new and faster 3D encoded methods, or k-space trajectories, for magnetic resonance imaging (MRI), only stack of spirals and echo planar have been studied in 3D MRSI.
Fang et al. [ 6] encoded a protein sequence into a feature vector by autocross-covariance transform, pseudo amino acid composition, and dipeptide composition, respectively, and also the different combinations of the three encoded methods, then fed them into a SVM classifier for DNA-binding protein identification.
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To test the reliability of property encoding, we used classical binary encoding and compared it against two property encoding methods, 11-factor encoding and divided physicochemical property scores (DPPS).
We also discuss the impact of encoding methods and genetic operators and parameters on the performance.
Analysis on shape and motion features encoding Many feature encoding methods have been proposed in literature, such as histogram encoding, Fisher Vector encoding and sparse coding [37].
Once the set of cliques (mathcal {C}) are found (see Algorithm 1), any of the graph encoding methods may be used (e.g., see Fig. 4).
This transmission model supports multiple data encoding methods, such as GML (Geography Markup Language) and GeoJSON, as well as data compression/decompression techniques, including LZMA and DEFLATE.
We choose to fix the feature encoding methods here for fair comparison.
One is to introduce the efficient sequence encoding methods for representing given proteins.
We have developed two types of feature encoding methods: i) sequence-based and ii) contact-based feature encoding.
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