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On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework
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| Published in: | Data Science and Engineering |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553619303825408 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Data Science and Engineering |
| description | |
| discipline_display | Computer Science |
| discipline_facet | Computer Science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:78124 |
| institution | FRELIP |
| journal_source_facet | Data Science and Engineering |
| last_indexed | 2026-06-20T21:39:49.249Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework Computer Science General Computer Science |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Computer Science General Computer Science |
| subject_facet | Computer Science General Computer Science |
| title | On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework |
| title_alt | Aumento bajo demanda para datos de cola larga a través de un marco de identificación de dispersión basado en subconjuntos y temas Augmentation à la demande pour les données à longue traîne via un cadre d'identification de parcimonie basé sur les sous-ensembles et les sujets Aumentação Sob Demanda para Dados de Cauda Longa Através de Estrutura de Identificação de Esparsidade Orientada por Subconjunto e Tópico |
| title_auth | On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework |
| title_es_txt | Aumento bajo demanda para datos de cola larga a través de un marco de identificación de dispersión basado en subconjuntos y temas |
| title_fr_txt | Augmentation à la demande pour les données à longue traîne via un cadre d'identification de parcimonie basé sur les sous-ensembles et les sujets |
| title_full | On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework |
| title_fullStr | On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework |
| title_full_unstemmed | On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework |
| title_pt_txt | Aumentação Sob Demanda para Dados de Cauda Longa Através de Estrutura de Identificação de Esparsidade Orientada por Subconjunto e Tópico |
| title_short | On-Demand Augmentation for Long-Tail Data Through Subset- and Topic-Driven Sparsity Identification Framework |
| title_sort | on-demand augmentation for long-tail data through subset- and topic-driven sparsity identification framework |
| topic | Computer Science General Computer Science |
| url | https://link.springer.com/article/10.1007/s41019-025-00334-6 |