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A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears
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| Published in: | Journal of Chemometrics |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868554021946523648 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Chemometrics |
| description | |
| discipline_display | Chemistry |
| discipline_facet | Chemistry |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:94035 |
| institution | FRELIP |
| journal_source_facet | Journal of Chemometrics |
| last_indexed | 2026-06-20T21:45:54.952Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears Chemistry General Chemistry |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Chemistry General Chemistry |
| subject_facet | Chemistry General Chemistry |
| title | A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears |
| title_alt | Un Modelo 2D-CNN Novedoso que Integra Espectros NIR Transformados 2D y Mecanismo de Atención con Aprendizaje por Transferencia: Un Caso en Predicción de SSC en Peras Un nouveau modèle 2D-CNN intégrant des spectres NIR transformés en 2D et un mécanisme d'attention avec apprentissage par transfert : un cas dans la prédiction SSC des poires Um Novo Modelo 2D-CNN Integrando Espectros NIR Transformados em 2D e Mecanismo de Atenção com Aprendizado por Transferência: Um Caso na Predição de SSC de Peras |
| title_auth | A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears |
| title_es_txt | Un Modelo 2D-CNN Novedoso que Integra Espectros NIR Transformados 2D y Mecanismo de Atención con Aprendizaje por Transferencia: Un Caso en Predicción de SSC en Peras |
| title_fr_txt | Un nouveau modèle 2D-CNN intégrant des spectres NIR transformés en 2D et un mécanisme d'attention avec apprentissage par transfert : un cas dans la prédiction SSC des poires |
| title_full | A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears |
| title_fullStr | A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears |
| title_full_unstemmed | A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears |
| title_pt_txt | Um Novo Modelo 2D-CNN Integrando Espectros NIR Transformados em 2D e Mecanismo de Atenção com Aprendizado por Transferência: Um Caso na Predição de SSC de Peras |
| title_short | A Novel 2D‐CNN Model Integrating 2D‐Transformed NIR Spectra and Attention Mechanism With Transfer Learning: A Case in SSC Prediction of Pears |
| title_sort | a novel 2d‐cnn model integrating 2d‐transformed nir spectra and attention mechanism with transfer learning: a case in ssc prediction of pears |
| topic | Chemistry General Chemistry |
| url | https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/10.1002/cem.70158?af=R |