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A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection
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| Published in: | Recent Advances in Natural Sciences |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553728556007424 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Recent Advances in Natural Sciences |
| description | |
| discipline_display | African Open Access — Natural Sciences |
| discipline_facet | African Open Access — Natural Sciences |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:85720 |
| institution | FRELIP |
| journal_source_facet | Recent Advances in Natural Sciences |
| last_indexed | 2026-06-20T21:41:28.553Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection African Open Access — Natural Sciences General African Open Access — Natural Sciences |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | African Open Access — Natural Sciences General African Open Access — Natural Sciences |
| subject_facet | African Open Access — Natural Sciences General African Open Access — Natural Sciences |
| title | A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection |
| title_alt | Un marco metodológico para evaluar las técnicas de sobremuestreo ADASYN y borderline-SMOTE en datos epidemiológicos desequilibrados: un estudio de prueba de concepto para la detección de la fiebre de Lassa Un cadre méthodologique pour évaluer les techniques de suréchantillonnage ADASYN et borderline-SMOTE dans les données épidémiologiques déséquilibrées : une étude de preuve de concept pour la détection de la fièvre de Lassa Um quadro metodológico para avaliar técnicas de oversampling ADASYN e borderline-SMOTE em dados epidemiológicos desbalanceados: um estudo de prova de conceito para detecção de febre de Lassa |
| title_auth | A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection |
| title_es_txt | Un marco metodológico para evaluar las técnicas de sobremuestreo ADASYN y borderline-SMOTE en datos epidemiológicos desequilibrados: un estudio de prueba de concepto para la detección de la fiebre de Lassa |
| title_fr_txt | Un cadre méthodologique pour évaluer les techniques de suréchantillonnage ADASYN et borderline-SMOTE dans les données épidémiologiques déséquilibrées : une étude de preuve de concept pour la détection de la fièvre de Lassa |
| title_full | A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection |
| title_fullStr | A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection |
| title_full_unstemmed | A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection |
| title_pt_txt | Um quadro metodológico para avaliar técnicas de oversampling ADASYN e borderline-SMOTE em dados epidemiológicos desbalanceados: um estudo de prova de conceito para detecção de febre de Lassa |
| title_short | A methodological framework for evaluating ADASYN and borderline-SMOTE oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection |
| title_sort | a methodological framework for evaluating adasyn and borderline-smote oversampling techniques in imbalanced epidemiological data: a proof-of-concept study for lassa fever detection |
| topic | African Open Access — Natural Sciences General African Open Access — Natural Sciences |
| url | https://flayoophl.com/journals/index.php/rans/article/view/238 |