[HTML][HTML] Determination of fatty acid content of rice during storage based on feature fusion of olfactory visualization sensor data and near-infrared spectra

H Lu, H Jiang, Q Chen - Sensors, 2021 - mdpi.com
… multiplication, combined frequency and … olfactory visualization sensor characteristics and
NIR spectral features can effectively improve the generalization performance and the prediction

[HTML][HTML] Visualization of hydrocarbon chain length and degree of saturation of fatty acids in mouse livers by combining near-infrared hyperspectral imaging and …

A Mori, M Umezawa, K Okubo, T Kamiya… - Scientific reports, 2023 - nature.com
… (d–f) Results of SVR analysis on the NIR spectra with SNV to visualize the distribution of (d) …
the HCL and DS of fatty acids were well predicted by this method for each lobe in addition to …

Fast Prediction of Sugar Content in Dangshan Pear (Pyrus spp.) Using Hyperspectral Imagery Data

D Zhang, L Xu, D Liang, C Xu, X Jin, S Weng - Food Analytical Methods, 2018 - Springer
… is predicted and visualized by using the developed model. This study shows that the combination
… directly applied to select effective spectral variables and was combined to use with the …

Partial least squares regression (PLSR) applied to NIR and HSI spectral data modeling to predict chemical properties of fish muscle

JH Cheng, DW Sun - Food engineering reviews, 2017 - Springer
… methods and spectral derivatives as well as a combination of … A NIR-HSI system was
conducted to visualize the fat spatial … prediction samples, and the chemical images for visualizing

[PDF][PDF] Visualization and Indexing of Spectral Databases

T Kulcsar, G Sarossy, G Bereznai, R Auer… - International Journal of …, 2012 - researchgate.net
… This 2D visualization of spectral database does not only … of advanced clustering and
prediction algorithms based on the … PCA represents the data as linear combinations of a small …

Comparing visible and near infrared 'point'spectroscopy and hyperspectral imaging techniques to visualize the variability of apple firmness

Z Wang, F Ding, Y Ge, M Wang, C Zuo, J Song… - … Spectroscopy, 2024 - Elsevier
… -HSI spectra had better performances for firmness prediction … original spectra to remove or
minimize the sources of spectral … , first derivative combined with Savitzkye-Golay (SG) spectral

mineXpert: Biological Mass Spectrometry Data Visualization and Mining with Full JavaScript Ability

F Rusconi - Journal of proteome research, 2019 - ACS Publications
spectrum (not to an XIC chromatogram or to a drift spectrum). Code was therefore developed
to let the user tweak the configuration of the mass data combinations to a mass spectrum. …

[HTML][HTML] Visualization and prediction of TVB-N content in chilled pork by hyperspectral imaging

X XING, M ZHAO, L Qi, Y Tang, X Wang - Food Science and …, 2023 - SciELO Brasil
… This study provided a method of predicting TVB-N content of pork in both spectral and imaging
… under the two bands of VIS-NIR and SW-NIR and their combined bands were studied. …

Prediction and visualization of gene modulated ultralow cadmium accumulation in brown rice grains by hyperspectral imaging

S Luo, X Yuan, R Liang, K Feng, H Xu, J Zhao… - … Spectroscopy, 2023 - Elsevier
… the full spectral data, the RFR model combined with … visualization of Cd content in a single
brown rice grain is performed with the spatial spectrum inversion based on the best prediction

[HTML][HTML] Assigning NMR spectra of RNA, peptides and small organic molecules using molecular network visualization software

J Marchant, MF Summers, BA Johnson - Journal of biomolecular NMR, 2019 - Springer
… boxes is generated at the predicted positions of peaks across all spectra. These peak-boxes …
13 C labeling combined with pulse sequences that filter and edit the spectra based on the …