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Clustering health data time series with the generalized affinity coefficient

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dc.contributor.authorNascimento, Ana Paula
dc.contributor.authorVieira, Mónica
dc.contributor.authorFaria, Brígida Mónica
dc.contributor.authorOliveira, Alexandra
dc.contributor.authorPrudêncio, Cristina
dc.contributor.authorBacelar-Nicolau, Helena
dc.contributor.authorAlmeida Vieira, Mónica Andreia
dc.contributor.authorFaria, Brigida Monica
dc.contributor.authorOliveira, Alexandra
dc.contributor.authorPrudêncio, Cristina
dc.date.accessioned2026-09-30T14:07:20Z
dc.date.available2026-09-30T14:07:20Z
dc.date.issued2025
dc.description.abstractDiabetes mellitus (DM) is one of the non-communicable diseases. The behavior of Disability-Adjusted Life Years (DALYs) over time, in the context of DM, for each country was modeled by ARIMA models. Agglomerative hierarchical cluster analysis was employed using the associated distance of the generalized Affinity coefficient to measure the dissimilarity between ARIMA models . The hierarchy shows three country clusters based on DALY trends over the years.por
dc.identifier.citationNascimento, A. P., Vieira, M., Faria, B. M., Oliveira, A., Prudêncio, C., & Bacelar-Nicolau, H. (2025). Clustering health data time series with the generalized affinity coefficient. Book of Abstracts XXXII Meeting of the Portuguese Association for Classification and Data Analysis (CLAD), 71–72. https://clad.pt/2025/JOCLAD2025_book_of_Abstracts.pdf
dc.identifier.isbn978-989-35097-2-2
dc.identifier.urihttp://hdl.handle.net/10400.22/32904
dc.language.isoeng
dc.peerreviewedyes
dc.publisherAssociação Portuguesa de Classificação e Análise de Dados
dc.relation.hasversionhttps://clad.pt/2025/JOCLAD2025_book_of_Abstracts.pdf
dc.rights.uriN/A
dc.subjectDiabetes
dc.subjectDALYs
dc.subjectARIMA models
dc.subjectAffinity coefficient
dc.subjectDistance
dc.titleClustering health data time series with the generalized affinity coefficienteng
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.conferenceDate2025-04
oaire.citation.conferencePlacePorto
oaire.citation.endPage72
oaire.citation.startPage71
oaire.citation.titleBook of Abstracts XXXII Meeting of the Portuguese Association for Classification and Data Analysis (CLAD)
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameAlmeida Vieira
person.familyNameFaria
person.familyNameOliveira
person.familyNamePrudêncio
person.givenNameMónica Andreia
person.givenNameBrigida Monica
person.givenNameAlexandra
person.givenNameCristina
person.identifierR-000-T1F
person.identifier1200571
person.identifier.ciencia-idA01E-9178-9B48
person.identifier.ciencia-id0D1F-FB5E-55E4
person.identifier.ciencia-id161A-55D9-C256
person.identifier.ciencia-idC81E-F4EE-FADE
person.identifier.orcid0000-0002-8687-4811
person.identifier.orcid0000-0003-2102-3407
person.identifier.orcid0000-0001-5872-5504
person.identifier.orcid0000-0002-9920-936X
person.identifier.ridC-6649-2012
person.identifier.scopus-author-id6506476517
person.identifier.scopus-author-id56340903500
person.identifier.scopus-author-id6508057930
relation.isAuthorOfPublication861e9c68-4ecc-4be1-a794-852343368e9a
relation.isAuthorOfPublication85832a40-7ef9-431a-be0c-78b45ebbae86
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relation.isAuthorOfPublication881a8ad5-ab13-4e49-89f4-08ca61cc81e3
relation.isAuthorOfPublication.latestForDiscovery861e9c68-4ecc-4be1-a794-852343368e9a

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