专题：Spectroscopy and Chemometric Analyses

This cluster of papers covers a wide range of topics in chemometrics, with a focus on applications in analytical chemistry and food technology. It includes methods such as near-infrared spectroscopy, multivariate calibration, hyperspectral imaging, variable selection, and machine vision for quality assessment and food authentication.
最新文献
Multimodal AI for Real‐Time Food Safety and Quality: From Sensors to Foundation Models, Edge Deployment, and Regulation

article Full Text OpenAlex

Hyperspectral imaging

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Serum Based Multiple Disease Detection Using Deep Learning: Recent Trends

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Intelligent recognition of the fermentation stage of baijiu based on multi-dimensional data fusion and interpretable machine learning

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Recent Advances in Raman Spectral Classification with Machine Learning

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Review of advances in hyper-spectral imaging-based non-destructive testing methods in food application

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Anthocyanin-based indicator labels for intelligent food packaging: Mechanisms, multiscale regulation, and future perspectives for enhancing color-response performance

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Optimized SPR response in Au–SrTiO₃–2D heterostructures for precision non-enzymatic glucose monitoring with machine learning for behaviour prediction

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Soybean single-seed respiration evaluation through spectral imaging

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AI-driven real-time monitoring and predictive control system for yoghurt fermentation

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近5年高被引文献
Principal component analysis

article Full Text OpenAlex 1522 FWCI122.0133

Multivariate Data Analysis

book-chapter Full Text OpenAlex 1469 FWCI618.0776

4 Modern Spectral Estimation

book-chapter Full Text OpenAlex 999 FWCI20.5912

An Improved Grading System for Measuring Plant Diseases

article Full Text OpenAlex 872 FWCI5.843

Mitigating the Multicollinearity Problem and Its Machine Learning Approach: A Review

review Full Text OpenAlex 566 FWCI47.4103

Infrared Spectrum Characteristics and Quantification of OH Groups in Coal

article Full Text OpenAlex 499 FWCI92.2547

An advanced deep learning models-based plant disease detection: A review of recent research

review Full Text OpenAlex 450 FWCI165.13

Smart farming using artificial intelligence: A review

review Full Text OpenAlex 368 FWCI135.7667

Adsorption Kinetics and Isotherm Models: A Review

review Full Text OpenAlex 364 FWCI27.2943

A systematic review on hyperspectral imaging technology with a machine and deep learning methodology for agricultural applications

review Full Text OpenAlex 358 FWCI67.6057