This paper examines the efficient variance-based global sensitivity analysis (GSA), quantified by estimating first-/higher-order and total-effect Sobol’ indices, for applications involving complex numerical models high-dimensional outputs. Two different, recently developed, techniques are combined to address associated challenges. Principal component (PCA) is first considered as a dimensionalit...

This data article contains information on glutathione sulfonamide (GSA) structural confirmation and purity after synthesis, as well as mass spectrometry acquisition parameters for the determination of GSA and other biomarkers for the early assessment of intraamniotic fluid infection in amniotic fluid samples (Cháfer-Pericás et al., 2015) [1]. GSA standards were synthesized and structural confir...

Addition of ammonium salts to E. coli cells grown on a medium with glutamate as the sole nitrogen source is followed by rapid inactivation of glutamine synthetase (GS) I1 The active form of the enzyme (GSa) and the inactive form (GSb) have been isolated.2 Both forms behave similarly in the analytical ultracentrifuge, electrophoresis, and ion exchange chromatography. 2 In a cell-free system GSa ...

With the rapid development of sequencing technologies towards higher throughput and lower cost, sequence data are generated at an unprecedentedly explosive rate. To provide an efficient and easy-to-use platform for managing huge sequence data, here we present Genome Sequence Archive (GSA; http://bigd.big.ac.cn/gsa or http://gsa.big.ac.cn), a data repository for archiving raw sequence data. In c...

This paper describes the details of our system submitted to the SemEval 2015 shared task on sentiment analysis of figurative language on Twitter. We tackle the problem as regression task and combine several base systems using stacked generalization (Wolpert, 1992). An initial analysis revealed that the data is heavily biased, and a general sentiment analysis system (GSA) performs poorly on it. ...

Guru sebagai tenaga profesional perlu memiliki kemampuan melakukan identifikasi kepada peserta didiknya. Identifikasi merupakan proses menemukenali yang gangguan tertentu, khususnya anak dengan Gangguan Spektrum Autisme (GSA). Keterbatasan guru dalam pada GSA berpengaruh program pembelajaran akan diberikan. Melalui pelatihan penggunaan instrumen M-CHAT dan CARS bagi Sekolah Luar Biasa (SLB) mem...

Tc-99m PMT and Tc-99m GSA can be taken up by hepatocellular carcinoma (HCC), but there has been no report concerning HCC showing accumulation of both of Tc-99m PMT and Tc-99m GSA. In this paper we describe a case of two simultaneously developed HCCs, one of which took up both tracers but the other took up neither of them.

In this paper, a novel approach called GSA-DenseNet121-COVID-19 based on hybrid convolutional neural network (CNN) architecture is proposed using an optimization algorithm. The CNN that was used DenseNet121 and the algorithm gravitational search (GSA). GSA adapted to determine best values for hyperparameters of architecture, achieve high level accuracy in diagnosing COVID-19 disease through che...

UNLABELLED Reliable assessment of hepatic function during liver regeneration is crucial after liver surgery or liver transplantation. (99m)Tc-galactosyl human serum albumin ((99m)Tc-GSA) scintigraphy, (99m)Tc-mebrofenin hepatobiliary scintigraphy (HBS), the indocyanine green (ICG) clearance test, and the galactose elimination capacity (GEC) are common quantitative liver function tests. However,...