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

article Full Text OpenAlex

Serum Based Multiple Disease Detection Using Deep Learning: Recent Trends

article Full Text OpenAlex

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

article Full Text OpenAlex

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

article Full Text OpenAlex

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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Harnessing artificial intelligence and machine learning for fruit quality management: A comprehensive review

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Enhancing soil organic matter prediction via deep transfer learning from mid-infrared soil spectral library to in-situ field

article Full Text OpenAlex

近5年高被引文献
Principal component analysis

article Full Text OpenAlex 1505 FWCI121.9177

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 564 FWCI47.4124

Infrared Spectrum Characteristics and Quantification of OH Groups in Coal

article Full Text OpenAlex 495 FWCI91.8753

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

review Full Text OpenAlex 446 FWCI165.259

Smart farming using artificial intelligence: A review

review Full Text OpenAlex 367 FWCI135.7127

Adsorption Kinetics and Isotherm Models: A Review

review Full Text OpenAlex 362 FWCI27.295

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

review Full Text OpenAlex 355 FWCI67.6231