“…In this work, we propose a novel role for such networks in untargeted metabolomics data analysis: we demonstrate that their properties as graphs can also be used as signatures for metabolic profiling and class discrimination. For several benchmark examples, we computed six graph properties and we found that the degree profile was consistently the property that allowed for the best performance of several clustering and classification methods, reaching levels that are competitive with the performance using intensity data matrices and traditional pretreatment procedures. …”
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“…More specifically, we present results from an experiment where users were asked to discriminate between targets rapidly appearing in an indoor environment. …”
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“…We explored the effects of spacing in the levels of separation tested in a separation discrimination task. Participants indicated, for pairs of test circles, whether the separation between them was greater than a standard separation. …”
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“…Using the high gamma amplitude as an estimate of neuronal firing rate, we demonstrate that behavioral states in a naturalistic setting are discriminable based on long-term mean shifts, variance shifts, and differences in the specific neural activity’s covariance structure. …”
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“…The purpose of the present study was to examine differences in game-related statistical parameters between National Basketball Association (NBA) regular and post-season competitive periods and to determine which variables have the greatest contribution in discriminating between winning and losing game outcomes. …”
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“…To overcome this issue, we propose a progressively discriminative transfer network (PDTN) for cross-corpus SER in this paper, which can enhance the emotion discrimination ability of speech features while eliminating the mismatch between the source and target corpora. …”
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“…BACKGROUND: Patients with schizophrenia (SCZ) exhibit poorer color discrimination than normal individuals. Although retinal abnormalities, as well as cortical and subcortical alterations, found in patients with SCZ have been suggested to cause this poor color discrimination, the impact of cognitive impairment remains to be determined. …”
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“…Discrimination and detection of sulfur dioxide residues in foods using a simple colorimetric array have been achieved. …”
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“…Mistreatment (intimidation, harassment, or discrimination) was reported in 47.6% of respondents. …”
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“…This study does not differentiate between levels of discrimination and focuses holisticly on the experience of any discrimination. …”
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“…The main responsible components for the observed discrimination were derivatives of hydroxycinnamic acid and kaempferol, organic acids, indolic, and aromatic glucosinolates, with glucosativin that was found, for the first time, as a discriminant chemical descriptor in colored cauliflower submitted to steaming and sous-vide. …”
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“…Performing a training program for reducing nurses’ discrimination towards AIDS clients, and then evaluating the effect of the training model and analyzing the influencing factors of the training effect to form a long-run training model. 150 clinical nurses were selected to attend the program to reduce nurses’ discrimination towards AIDS clients. …”
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“…Most respondents with migraine (n = 1,055, 93.7%) reported a history of trauma or discrimination. In unadjusted analysis, exposure to both trauma and discrimination was associated with higher odds of moderate-severe disability (OR 1.76, 95% CI 1.34–2.32). …”
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“…Results confirm the possibility to soundly extend discriminative criteria towards numerical outcomes without the drawbacks well-associated with discretization procedures. …”
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“…While it is argued that Muslims are concentrated in self-employment activities, apart from noting discrimination in salaried work resulting in a push into self-employment, research has not explored additional reasons contributing to this choice. …”
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“…BACKGROUND: Discrimination and sexual harassment in the workplace and in higher education institutions are important public health issues. …”
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“…DECT is suitable for accurate discrimination between IH and BS by calculating iodine maps and VNC images.…”
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“…The ability to discriminate species and recognize individuals is crucial for reproductive success and/or survival in most animals. …”
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