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Finally, we performed experiments using datasets with and without noise to demonstrate the effectiveness of the proposed method in several applications, including dynamic-response noisy datasets obtained from a magnetorheological damper.

We have investigated the validity of the correspondence between the physiological parameter extracted from the regions defined on the common space and those defined on the subject space for brain datasets obtained from a cohort consisting of cognitively normal subjects and patients with dementia or mild cognitive impairment, having moderate to severe cortical degeneration [46].

This 'proof of principle' study represents an important initial step in determining whether the selected measures of activity and the analytic strategy proposed could be applied to larger datasets (obtained from a single large-scale study or pooled data from several independent studies).

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MDS was used to visualize HPV+ and HPV- HNSCC methylation signatures within methylation datasets obtained from an HPV-induced cancer type (cervical cancer; GSE32861) and an smoking-induced cancer type (lung cancer; GSE30759).

The empirical analysis is based on a unique dataset obtained from a conjoint analysis conducted with 29 experts in the ICT industry.

The folha dataset (obtained from a Brazilian newspaper's RSS feed),4 which is comprised by a large number of text articles (mostly short) and pictures;   2.

We specifically focus our attention on CITS dataset obtained from a surface of BaFe2As2 compound with hole doping by Mo substitution (x ≈ 0.026) on the Fe sites.

The folha dataset (obtained from a Brazilian newspaper's RSS feed),4 which is comprised by a large number of text articles (mostly short) and pictures; The lipsum dataset, which is smaller and contains larger, randomly generated text articles.

The main reason is the lack of individual (loan) borrower-lender matched level data.2 We have access to a unique dataset obtained from a housing market intermediary on mortgage loans from 2005 to 2010 matched with borrower and lender identity for 30,262 mortgage loans concentrated somewhat in the middle-low distribution part of the price distribution.

The first experimental dataset, accession number GDS1629 [19], is a circadian dataset obtained from a rat superchiasmic nucleus (SCN), and represents a system in which there should be significant patterns within the data, even though there is no significant outside perturbation.

We conducted a study to develop the prediction models using ANN analyses based on a dataset obtained from a large-scale population-based cross-sectional study.

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