INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping

Autores
Cacciabue, Marco Polo Domingo; Marcone, Débora Natalia
Año de publicación
2023
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
INFINITy isa fast and accurate tool for classifying human influenza A and B virussequences into types, lineages, clades, and subclades. It is an applicationbased on an alignment-free machine learning algorithm that can classify bothcomplete hemagglutinin (HA) gene sequences or the HA1 subunit coding sequence.INFINITy was developed as a web-application and is available to run locally for R and Rstudio users.
Fil: Cacciabue, Marco Polo Domingo. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires; Argentina. Universidad Nacional de Luján; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Marcone, Débora Natalia. Pontificia Universidad Católica Argentina "Santa María de los Buenos Aires"; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Materia
CLADES
GENETIC GROUPS
HEMAGGLUTININ
INFLUENZA
MACHINE LEARNING
SEQUENCE
SUBCLADES
SUBTYPING
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/219494
Acceder
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oai_identifier_str oai:ri.conicet.gov.ar:11336/219494
network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling INFINITy: A fast machine learning-based application for human influenza A and B virus subtypingCacciabue, Marco Polo DomingoMarcone, Débora NataliaCLADESGENETIC GROUPSHEMAGGLUTINININFLUENZAMACHINE LEARNINGSEQUENCESUBCLADESSUBTYPINGhttps://purl.org/becyt/ford/3.4https://purl.org/becyt/ford/3INFINITy isa fast and accurate tool for classifying human influenza A and B virussequences into types, lineages, clades, and subclades. It is an applicationbased on an alignment-free machine learning algorithm that can classify bothcomplete hemagglutinin (HA) gene sequences or the HA1 subunit coding sequence.INFINITy was developed as a web-application and is available to run locally for R and Rstudio users.Fil: Cacciabue, Marco Polo Domingo. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires; Argentina. Universidad Nacional de Luján; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Marcone, Débora Natalia. Pontificia Universidad Católica Argentina "Santa María de los Buenos Aires"; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaWiley Blackwell Publishing, Inc2023-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/219494Cacciabue, Marco Polo Domingo; Marcone, Débora Natalia; INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping; Wiley Blackwell Publishing, Inc; Influenza And Other Respiratory Viruses; 17; 1; 1-2023; 1-31750-2640CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/10.1111/irv.13096info:eu-repo/semantics/altIdentifier/doi/10.1111/irv.13096info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T09:32:38Zoai:ri.conicet.gov.ar:11336/219494instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 09:32:38.659CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
title INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
spellingShingle INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
Cacciabue, Marco Polo Domingo
CLADES
GENETIC GROUPS
HEMAGGLUTININ
INFLUENZA
MACHINE LEARNING
SEQUENCE
SUBCLADES
SUBTYPING
title_short INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
title_full INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
title_fullStr INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
title_full_unstemmed INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
title_sort INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping
dc.creator.none.fl_str_mv Cacciabue, Marco Polo Domingo
Marcone, Débora Natalia
author Cacciabue, Marco Polo Domingo
author_facet Cacciabue, Marco Polo Domingo
Marcone, Débora Natalia
author_role author
author2 Marcone, Débora Natalia
author2_role author
dc.subject.none.fl_str_mv CLADES
GENETIC GROUPS
HEMAGGLUTININ
INFLUENZA
MACHINE LEARNING
SEQUENCE
SUBCLADES
SUBTYPING
topic CLADES
GENETIC GROUPS
HEMAGGLUTININ
INFLUENZA
MACHINE LEARNING
SEQUENCE
SUBCLADES
SUBTYPING
purl_subject.fl_str_mv https://purl.org/becyt/ford/3.4
https://purl.org/becyt/ford/3
dc.description.none.fl_txt_mv INFINITy isa fast and accurate tool for classifying human influenza A and B virussequences into types, lineages, clades, and subclades. It is an applicationbased on an alignment-free machine learning algorithm that can classify bothcomplete hemagglutinin (HA) gene sequences or the HA1 subunit coding sequence.INFINITy was developed as a web-application and is available to run locally for R and Rstudio users.
Fil: Cacciabue, Marco Polo Domingo. Instituto Nacional de Tecnología Agropecuaria. Centro Regional Buenos Aires; Argentina. Universidad Nacional de Luján; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Marcone, Débora Natalia. Pontificia Universidad Católica Argentina "Santa María de los Buenos Aires"; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
description INFINITy isa fast and accurate tool for classifying human influenza A and B virussequences into types, lineages, clades, and subclades. It is an applicationbased on an alignment-free machine learning algorithm that can classify bothcomplete hemagglutinin (HA) gene sequences or the HA1 subunit coding sequence.INFINITy was developed as a web-application and is available to run locally for R and Rstudio users.
publishDate 2023
dc.date.none.fl_str_mv 2023-01
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/219494
Cacciabue, Marco Polo Domingo; Marcone, Débora Natalia; INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping; Wiley Blackwell Publishing, Inc; Influenza And Other Respiratory Viruses; 17; 1; 1-2023; 1-3
1750-2640
CONICET Digital
CONICET
url http://hdl.handle.net/11336/219494
identifier_str_mv Cacciabue, Marco Polo Domingo; Marcone, Débora Natalia; INFINITy: A fast machine learning-based application for human influenza A and B virus subtyping; Wiley Blackwell Publishing, Inc; Influenza And Other Respiratory Viruses; 17; 1; 1-2023; 1-3
1750-2640
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://onlinelibrary.wiley.com/doi/10.1111/irv.13096
info:eu-repo/semantics/altIdentifier/doi/10.1111/irv.13096
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Wiley Blackwell Publishing, Inc
publisher.none.fl_str_mv Wiley Blackwell Publishing, Inc
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1844612996680122368
score 13.070432

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