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A chemometrician's guide to transfer learning

https://doi.org/10.1002/cem.3379
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inferred← citeshttps://doi.org/10.2139/ssrn.4770141openalex-extracted
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Calibration transfer via filter learning
inferred← citeshttps://doi.org/10.1016/j.aca.2026.346104openalex-snapshot
UCT-LMIR: A standard-free unsupervised calibration transfer method without model recalibration
inferred← citeshttps://doi.org/10.1016/j.chemolab.2023.104884openalex-snapshot
Monitoring of multivariate calibration models in the absence of new reference values: The regression case
inferred← citeshttps://doi.org/10.1016/j.chemolab.2023.105028openalex-snapshot
Domain adaptation graph convolution network for quality inferring of batch processes
inferred← citeshttps://doi.org/10.1016/j.chemolab.2024.105062openalex-snapshot
Instance transfer partial least squares for semi-supervised adaptive soft sensor
inferred← citeshttps://doi.org/10.1016/j.chemolab.2025.105442openalex-snapshot
An unsupervised domain adaptation regression method in kernel partial least squares subspace embedded with joint statistical and manifold alignment for Fourier-transform infrared spectroscopy in agri-food analysis
inferred← citeshttps://doi.org/10.1016/j.chemolab.2025.105472openalex-snapshot
Selection of important samples for calibration model updating based on kernel coefficients
inferred← citeshttps://doi.org/10.1016/j.chemolab.2026.105918openalex-snapshot
A preprocessing framework for calibration transfer of near-infrared spectroscopic data
inferred← citeshttps://doi.org/10.1016/j.foodres.2025.116045openalex-snapshot
WITHDRAWN: A novel calibration transfer algorithm for near-infrared spectroscopy of thin-skinned fruits based on KPCA, weighted DELM and TrAdaBoost
inferred← citeshttps://doi.org/10.1016/j.jpba.2025.117255openalex-snapshot
Strategic use of calibration transfer to minimize experimental runs for multivariate calibrations within the QbD design space
inferred← citeshttps://doi.org/10.1016/j.rse.2023.113924openalex-snapshot
Transfer learning in environmental remote sensing
inferred← citeshttps://doi.org/10.1016/j.trac.2025.118319openalex-snapshot
Cloning instruments, model maintenance and calibration transfer
inferred← citeshttps://doi.org/10.1039/d3ra08183dopenalex-snapshot
Quantitative analysis of the illegal addition of Atenolol in Panax notoginseng based on NIR–MIR spectral data fusion and calibration transfer
inferred← citeshttps://doi.org/10.1177/00037028241241557openalex-snapshot
Local Modeling by Adapting Source Calibration Models to Analyte Shifted Target Domain Samples Without Reference Values
inferred← citeshttps://doi.org/10.1177/00037028241308538openalex-snapshot
Local Adaptive Fusion Regression (LAFR) for Local Linear Multivariate Calibration: Application to Large Datasets
inferred← citeshttps://doi.org/10.2139/ssrn.5027663openalex-snapshot
An Unsupervised Domain Adaptation Regression Method in Kernel Partial Least Squares Subspace Embedded with Joint Statistical and Manifold Alignment for Fourier-Transform Infrared Spectroscopy in Agri-Food Analysis
inferred← citeshttps://doi.org/10.2139/ssrn.7182538openalex-snapshot
The label economics of calibration transfer: a five-benchmark, dual-modality evaluation of simple corrections versus deep and physics-informed representations
inferred← citeshttps://doi.org/10.3390/bios16090470openalex-snapshot
Artificial Intelligence in Electrochemical Sensing: A Network Evidence Map of Translational Barriers and Pathways to Point-of-Care Deployment
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