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Application of volatilomics for meat quality, authenticity, and adulteration detection
Published 2025-12-01“…This review synthesizes recent advances in meat volatilomics and discusses the methodological challenges and future research directions needed to enhance its applicability across diverse meat matrices.…”
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Unmanned Aerial Vehicle Anomaly Detection Based on Causality-Enhanced Graph Neural Networks
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Synergistic SAPSO-sinusoidal decay empirical formula for ship motion forecasting in waves
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Statistical approaches for modeling correlated grade and tonnage distributions and applications for mineral resource assessments
Published 2025-06-01“…We present a modified version of the MapMark4 package in R that introduces two alternatives for modeling grade and tonnage distributions, consisting of a multivariate solution that accounts for correlations between ore tonnage and metal grades and an empirical solution that utilizes simple random sampling with replacement to reproduce coupled grades and tonnages from the input data. …”
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Assessment of right ventricle–to–pulmonary artery coupling by three-dimensional echocardiography in pre-capillary pulmonary hypertension: comparison with tricuspid annular plane sy...
Published 2025-04-01“…However, the application of echocardiographic coupling parameters should be determined based on the specific clinical context.…”
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Application of Holistic Liquid Chromatography-High Resolution Mass Spectrometry Based Urinary Metabolomics for Prostate Cancer Detection and Biomarker Discovery.
Published 2013-01-01“…Based on normalised data (against creatinine levels, osmolality or MS total useful signals/MSTUS) coupled with supervised multivariate analysis using Orthogonal Partial Least Square-Discriminant Analysis (OPLS-DA), we were able to discriminate urine samples from men with or without prostate cancer with R2Y(cum) >0.9. …”
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An Improved Multi-Objective Adaptive Human Learning Optimization Algorithm and Its Application in Optimizing Formulation Schemes for Rotary Hearth Furnaces
Published 2025-06-01“…This study develops a complex, multivariable optimization framework for raw material formulation in rotary hearth furnaces (RHF), addressing the inherent coupling effects among compositional control, operational stability, and resource efficiency. …”
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Association of serum selenium with MASLD and liver fibrosis: A cross-sectional study.
Published 2024-01-01“…<h4>Results</h4>Through the application of linear regression models, our comprehensive data analysis revealed significant insights. …”
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Multi-Scale Building Load Forecasting Without Relying on Weather Forecast Data: A Temporal Convolutional Network, Long Short-Term Memory Network, and Self-Attention Mechanism Appro...
Published 2025-01-01“…Under the condition of lacking meteorological forecast data, this paper proposes to utilize a temporal convolutional network (TCN) to extract the coupled spatial features among multivariate loads. …”
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Analysis of Sealing Performance and Mechanism of Biomimetic Superoleophobic Surface Structure
Published 2025-05-01“…A multilayer microarray structure was designed using multivariate coupled mimetic theory. The structure consists of a smooth surface, a primary biomimetic weave surface, and a secondary biomimetic weave surface. …”
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Prediction of Wafer Performance: Use of Functional Outlier Detection and Regression
Published 2025-01-01“…To exploit the consecutive nature of OES data, we propose a prediction method based on a functional approach using multivariate functional partial least squares regression, coupled with dimension reduction and a novel outlier detection technique via functional independent component analysis. …”
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Classification of Vietnamese Cashew Nut (Anacardium occidentale L.) Products Using Statistical Algorithms Based on ICP/MS Data: A Study of Food Categorization
Published 2023-01-01“…However, further research is required to optimize these methods and ensure their validity and reliability in real-world applications. In this study, the inductively coupled plasma mass spectrometry (ICP-MS) analytical method was employed to determine the content of 21 elements in 300 cashew nut (Anacardium occidentale L.) samples from 5 brands. …”
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GC-MS based nutritional and aroma profiling of date palm seeds collected from different Egyptian cultivars for valorization purposes
Published 2025-05-01“…Such extensive profiling identified premium cvs. to be considered for food applications.…”
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