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Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging
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| Published in: | Journal of Chemometrics |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553655995596801 |
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| 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:79884 |
| institution | FRELIP |
| journal_source_facet | Journal of Chemometrics |
| last_indexed | 2026-06-20T21:40:27.455Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging Chemistry General Chemistry |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Chemistry General Chemistry |
| subject_facet | Chemistry General Chemistry |
| title | Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging |
| title_alt | Diferencias conceptuales entre desmezclado hiperespectral, PCA y agrupamiento: Una demostración práctica usando imágenes Raman de células individuales Différences conceptuelles entre le démélange hyperspectral, l'ACP et le clustering : une démonstration pratique utilisant l'imagerie Raman unicellulaire Diferenças Conceituais entre Decomposição Hiperespectral, PCA e Agrupamento: Uma Demonstração Prática Usando Imagem Raman de Célula Única |
| title_auth | Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging |
| title_es_txt | Diferencias conceptuales entre desmezclado hiperespectral, PCA y agrupamiento: Una demostración práctica usando imágenes Raman de células individuales |
| title_fr_txt | Différences conceptuelles entre le démélange hyperspectral, l'ACP et le clustering : une démonstration pratique utilisant l'imagerie Raman unicellulaire |
| title_full | Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging |
| title_fullStr | Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging |
| title_full_unstemmed | Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging |
| title_pt_txt | Diferenças Conceituais entre Decomposição Hiperespectral, PCA e Agrupamento: Uma Demonstração Prática Usando Imagem Raman de Célula Única |
| title_short | Conceptual Differences Between Hyperspectral Unmixing, PCA, and Clustering: A Practical Demonstration Using Single‐Cell Raman Imaging |
| title_sort | conceptual differences between hyperspectral unmixing, pca, and clustering: a practical demonstration using single‐cell raman imaging |
| topic | Chemistry General Chemistry |
| url | https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/10.1002/cem.70152?af=R |