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Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation
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| Published in: | International Journal of Data Science and Analytics |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868576127293849600 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | International Journal of Data Science and Analytics |
| description | |
| discipline_display | Big data and data science |
| discipline_facet | Big data and data science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:94478 |
| institution | FRELIP |
| journal_source_facet | International Journal of Data Science and Analytics |
| last_indexed | 2026-06-21T03:37:39.748Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation Big data and data science General Big data and data science |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Big data and data science General Big data and data science |
| subject_facet | Big data and data science General Big data and data science |
| title | Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation |
| title_alt | Autoencoder transformador con atención local para series temporales dispersas e irregulares con aplicación en la estimación de riesgos Autoencodeur transformeur avec attention locale pour séries temporelles clairsemées et irrégulières avec application à l'estimation des risques Autoencoder transformador com atenção local para séries temporais esparsas e irregulares com aplicação em estimativa de risco |
| title_auth | Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation |
| title_es_txt | Autoencoder transformador con atención local para series temporales dispersas e irregulares con aplicación en la estimación de riesgos |
| title_fr_txt | Autoencodeur transformeur avec attention locale pour séries temporelles clairsemées et irrégulières avec application à l'estimation des risques |
| title_full | Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation |
| title_fullStr | Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation |
| title_full_unstemmed | Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation |
| title_pt_txt | Autoencoder transformador com atenção local para séries temporais esparsas e irregulares com aplicação em estimativa de risco |
| title_short | Transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation |
| title_sort | transformer autoencoder with local attention for sparse and irregular time series with application on risk estimation |
| topic | Big data and data science General Big data and data science |
| url | https://link.springer.com/article/10.1007/s41060-026-01184-9 |