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A quantitative benchmark of neural network feature selection methods for detecting nonlinear signals
Published 2024-12-01“…Recently, a proliferation of Deep Learning (DL) models has emerged to tackle both FS and prediction at the same time, allowing non-linear modeling of the selected features. …”
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Application of Deep Learning for Stock Prediction Within the Framework of Portfolio Optimization in Quantitative Trading
Published 2025-06-01“… This paper proposes a method for stock prediction and portfolio optimization as a part of quantitative trading based on a combination of Bi-RNN and a modified snake optimization algorithm (MSOA) to build optimal portfolios and outperform conventional models and benchmarks. …”
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Temporal Data Set Reduction Based on D-Optimality for Quantitative FLIM-FRET Imaging.
Published 2015-01-01“…The quantitative accuracy of such model-based approaches is dependent on multiple factors such as signal-to-noise ratio and number of temporal points acquired when sampling the fluorescence decays. …”
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Quantitative proteomic analysis of the protective effect exerted by alliin on ox-LDL-injured HUVECs
Published 2025-05-01“…Next, quantitative proteomics was then adopted to analyze the differential protein expression in cell samples from the control group (Con), the ox-LDL injury model group (Mod), and the alliin treatment group (Alliin). …”
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Serbian Early Printed Books from Venice: A Quantitative Approach to Orthographic Variations
Published 2025-02-01“…In addition to confirming the initial hypothesis that orthographic variations generally depend on the period in which the books were printed and individual printers, the paper demonstrates precise quantitative relationships of competing orthographic solutions in the corpus, which was not possible to achieve with the traditional qualitative method based on smaller text samples. …”
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Quantitative Study on the Effect of Age, Education, Experience, and Wages on Labor Productivity in Housing Projects
Published 2025-03-01“…With rapid urbanization and rising housing demand, understanding these factors is crucial for improving workforce performance. Using a quantitative approach and multiple linear regression, data was gathered from 150 construction workers in Mojosari through random sampling. …”
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Total protein analysis as a reliable loading control for quantitative fluorescent Western blotting.
Published 2013-01-01“…However, the application of quantitative Western blotting (QWB) to a range of healthy tissues and those from degenerative models has highlighted a problem with significant consequences for quantitative protein analysis: how can researchers conduct comparative expression analyses when many of the commonly used reference proteins (e.g. loading controls) are differentially expressed? …”
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AQUA‐FINS: Advanced Quantitative Underwater Analysis by a Flexible Integrated Nitrate Sensor
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Pixel-super-resolved lens-free quantitative phase microscopy with partially coherent illumination
Published 2024-06-01“…Thus, we present a pixel-super-resolved lens-free quantitative phase microscopy (PSR-LFQPM) with partially coherent illumination, which not only compensates for the impact of low coherence without increasing the volume of the system but also suppresses the theoretical Nyquist-Shannon sampling resolution limit imposed by the sensor pixel size (0.9 μm). …”
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Application of Energy Dispersive X-ray Fluorescence Spectroscopy in Analysis of Heavy Metals in Soil: A Review
Published 2024-07-01“…However, the complexity of the soil matrix and the limitations of the instrument itself will lead to problems such as low accuracy and precision in the determination of target heavy metals by ED-XRF, such as the type and particle size of soil samples and the noise in the instrument and the environment; there are also certain difficulties in the establishment of quantitative analysis model methods, which are still not well applied to laboratories and other environments with high data quality requirements. …”
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Estimating long COVID-19 prevalence across definitions and forms of sample selection
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Effect of Sample Size on Sound Velocity Measurement Error by Pulse Transmission Method
Published 2024-06-01“…The acoustic velocity measurement of core samples can provide crucial reservoir geological information, with practical application value in reservoir evaluation and geological model construction. …”
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A Composite Network for CS ISAR Integrating Deep Adaptive Sampling and Imaging
Published 2025-01-01“…The qualitative and quantitative analysis of the experiments on real data demonstrates that the novel method can achieve higher quality ISAR imaging than other nonadaptive sampling methods at a low sampling ratio, demonstrating its superiority.…”
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Bioimaging marine crustacean brain: quantitative comparison of micro-CT preparations in an Alpheid snapping shrimp
Published 2024-11-01“…Non-invasive bioimaging techniques like X-ray micro-computed tomography (μCT), combined with contrast-enhancing techniques, allow the 3D visualization of the central nervous system in situ, without the destruction of the sample. However, quantitative comparisons of the most common fixation and contrast-enhancing protocols are rare, especially in marine invertebrates. …”
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