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Raw data of separation statistics collected for this paper can be accessed online through the Australian Institute of Health and Welfare website.
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This expression has been found useful in representing the experimental data (upstream of separation) in a variety of flow situations where the model is either circular or spherical.
Inspired by the theory of data separation of sparse representations [6], we simplify the ℓ 1-min process and apply it as a pre-processing step.
Important data for design of separation units have been obtained as a result of batch experiments.
Distribution and equilibrium data for design of separation equipments have been obtained as a result of batch extraction of itaconic acid.
To avoid the artificial split of signal components due to the high dimensionality of the data, the separation of the EEG signals by an ICA method was preceded by a dimensionality reduction by Principal Component Analysis (PCA) from 121 EEG channels in the sensor space into k = 30 PCA components.
Principal components analysis of normalised data showed separation of the samples, demonstrating overall changes in transcriptome activity in primary human osteoblasts exposed to dexamethasone.
The functionality of the models has been validated with experimental data of an industrial separation task.
A PCA analysis of the microarray data shows separation of the four developmental groups and clustering of the biological replicates within these groups (Fig. 4).
Principal components analysis (PCA) of the microarray data, with separation of control samples from cortisol treatments, indicated that the main patterns of gene expression responses were similar regardless of cortisol delivery regime.
(B) Hierarchical clustering analysis of miRNA qPCR data reveals separation of the IGF1 treated myotubes from the other samples.
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