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
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- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/219494
Ver los metadatos del registro completo
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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 Técnicas2025-10-22T11:00:38Zoai: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:34982025-10-22 11:00:38.548CONICET 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 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
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article |
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publishedVersion |
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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 |
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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 |
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eng |
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eng |
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application/pdf application/pdf application/pdf |
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Wiley Blackwell Publishing, Inc |
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Wiley Blackwell Publishing, Inc |
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