Results 41 to 50 of about 601,144 (294)

Profiling Metabolites through Chemometric Analysis in Orthosiphon aristatus Extracts as α-Glucosidase Inhibitory Activity and In Silico Molecular Docking

open access: yesIndonesian Journal of Chemistry, 2022
Orthosiphon aristatus (called kumis kucing in Indonesia) is a valuable herb for diabetes mellitus treatment. In this study, LC-MS/MS and PCA analyses were used to investigate the metabolite profile, classify O.
Faizal Maulana   +5 more
doaj   +1 more source

Gas chromatography-mass spectrometry in the taxonomy of Miscanthus

open access: yesВавиловский журнал генетики и селекции, 2020
Chemotaxonomy as a system approach deals with intra- and interspecific polymorphism of a group of taxa in order to clarify their taxonomic positions or to select material for selection or introduction.
N. M. Slynko   +9 more
doaj   +1 more source

Validation of Nonlinear PCA [PDF]

open access: yesNeural Processing Letters, 2012
Linear principal component analysis (PCA) can be extended to a nonlinear PCA by using artificial neural networks. But the benefit of curved components requires a careful control of the model complexity. Moreover, standard techniques for model selection, including cross-validation and more generally the use of an independent test set, fail when applied ...
openaire   +4 more sources

Perceived self-efficacy on advance care planning in Latin America: ACP-SEs Latam validation

open access: yesFrontiers in Psychology
IntroductionAdvance Care Planning is a fundamental process in palliative and person-centered care, as it promotes clinical decisions that align with patients’ values and preferences.
Patricia Bonilla   +9 more
doaj   +1 more source

Usage of Principal Component Analysis in the Spatial Distribution of Mangrove Vegetation in North Coast of Pemalang

open access: yesJurnal Ilmu Kehutanan, 2017
Habitat factors greatly affect the composition of the mangrove ecosystem. Changes in habitat quality may result on a shift of the type of plant mangrove ecosystem composition.
Erny Poedjirahajoe   +2 more
doaj   +1 more source

Indeks aksesibilitas regional Jawa Tengah dan Daerah Istimewa Yogyakarta menggunakan principal component analysis dan kernel density analysis

open access: yesRegion: Jurnal Pembangunan Wilayah dan Perencanaan Partisipatif, 2021
Jawa Tengah dan Daerah Istimewa Yogyakarta merupakan dua provinsi yang memiliki keterkaitan tinggi. Studi-studi sebelumnya menerangkan bahwa keterkaitan itu utamanya adalah keterkaitan ekonomi.
Dwi Aditya Indra Lesmana   +1 more
doaj   +1 more source

Total Flavonoid Content and Antioxidant Activity of Temu Mangga (Curcuma mangga Val. & Zijp) and its Classification with Chemometrics

open access: yesJournal of Food and Pharmaceutical Sciences, 2020
Indonesia is a rich country in terms of its biodiversity. Herbs that are widely used to maintain a healthy body comes from the Zingiberaceae family, including temu mangga. Temu mangga (Curcuma mangga Val.
Yuniar Intan Hartono   +5 more
doaj   +1 more source

DP-PCA: Statistically Optimal and Differentially Private PCA

open access: yesAdvances in Neural Information Processing Systems 35, 2022
We study the canonical statistical task of computing the principal component from $n$ i.i.d.~data in $d$ dimensions under $(\varepsilon,δ)$-differential privacy. Although extensively studied in literature, existing solutions fall short on two key aspects: ($i$) even for Gaussian data, existing private algorithms require the number of samples $n$ to ...
Xiyang Liu   +3 more
openaire   +3 more sources

Mamba-Enhanced Background Suppression Diffusion Model for Hyperspectral Anomaly Detection

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Hyperspectral anomaly detection (HAD) faces a significant challenge in separating scarce, small and subtle anomalous targets from complex backgrounds.
Dan Sun, Shengwei Zhong, Chen Gong
doaj   +1 more source

Genetic Diversity Analysis of Restorer Lines of Rapeseed (Brassica napus L.) [PDF]

open access: yesArab Universities Journal of Agricultural Sciences
Genetic diversity (GD) helps in the selection of valuable parents which is the key to improving heterosis breeding and thus GD within the collected or derived germplasm should be explored.
Panchali Chakraborty   +3 more
doaj   +1 more source

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