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2026
ATR-FTIR spectroscopy coupled with deep learning for the identification and quantitative detection of Panax notoginseng adulteration
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
2026
Corn protein classification and detection method based on near infrared spectral features combined with TCN model
Journal of Food Composition and Analysis
2025
Unlocking chickpea flour potential: AI-powered prediction for quality assessment and compositional characterisation
Current Research in Food Science
2025
Characteristic wavelength selection based on multi-strategy fusion zebra optimization algorithm for PLSR
Measurement
2025
Deep learning-based regression of food quality attributes using near-infrared spectroscopy and hyperspectral imaging: A review
Food Chemistry
2025
Out-of-Roundness Wheel Damage Identification in Railway Vehicles Using AutoEncoder Models
Applied Sciences
2025
The Application of Near-Infrared Spectroscopy Combined with Chemometrics in the Determination of the Nutrient Composition in Chinese Cyperus esculentus L.
Foods
2025
Corn Seed Quality Detection Based on Spectroscopy and Its Imaging Technology: A Review
Agriculture
2025
High-precision detection of dibutyl hydroxytoluene in edible oil via convolutional autoencoder compressed Fourier-transform near-infrared spectroscopy
Food Control
2025
Spectral detection of SSC and pH in grapes and cherry tomatoes by fusing two-dimensional domain and frequency features
Analytical Methods
2025
Advances in Food and Nutrition Research
2025
A general deep learning model for predicting and classifying pea protein content via visible and near-infrared spectroscopy
Food Chemistry
2024
Advancing near-infrared spectroscopy: A synergistic approach through Bayesian optimization and model stacking
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
2024
A detection method of oil content for maize kernels based on CARS feature selection and deep sparse autoencoder feature extraction
Industrial Crops and Products
2024
A novel variable selection algorithm based on neural network for near-infrared spectral modeling
Analytica Chimica Acta
2024
Optimizing feature selection with gradient boosting machines in PLS regression for predicting moisture and protein in multi-country corn kernels via NIR spectroscopy
Food Chemistry
2024
Using deep learning to accurately detect sow vulva size in a group pen with a single camera
Journal of Animal Science
2023
Exploring the Steps of Infrared (IR) Spectral Analysis: Pre-Processing, (Classical) Data Modelling, and Deep Learning
Molecules
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