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It is useful to combine feature design with structural optimization.
This work presents the concept of Cascade Feature Selection to combine feature selection methods.
Ritthoff et al. [20] proposed to combine feature generation and feature selection algorithms, and applied them to the interpretation of chromatography time series.
Furthermore, we compute the visual saliency based on principles 1 and 2. Some methods detect saliency at a single spatial scale [33, 35], while others combine feature maps at multiple scales to the final saliency map [1, 19, 20].
A local singular value decomposition (SVD) is first utilised as a structural projection tool to select local image distortion features, and then, both perceptual spatial pooling and neural networks (NN) are employed to combine feature vectors to predict a single perceptual quality score.
Therefore, it is necessary to combine feature selection with feature extraction and replace the traditional feature extraction step as a new preprocessing step for analyzing high dimensional problems.
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The GMC Terracross, for instance, aims to combine features of an S.U.V., a truck and a sports car.
Views which combine features of institutional and aesthetic definitions also exist.
Two such techniques have been investigated to combine features, namely, feature addition and concatenation [15].
Asher observes that these fossils combine features now considered distinctive of different major groups.
In customized services, service providers combine features of individual and commodity services.
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