Application of a novel ranking approach in QSPR-QSAR

Autores
Duchowicz, Pablo Román; Castro, Eduardo Alberto; Fernández, Francisco Marcelo
Año de publicación
2006
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
In this study we present a simple algorithm based on the Partial Order Ranking (POR) technique which allows to rank a series of compounds according to their molecular descriptor values. A training set composed of 82 normal boiling points for structurally diverse organic compounds is analyzed by considering a pool of 1202 molecular descriptors obtained from the Dragon 5 software and two “flexible” type of variables. The predictive performance of the proposed approach is assessed by means of a test set of 82 “unknown” structurally related molecules.
Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas
Materia
Física
Química
Partial Order Ranking
QSPR-QSAR
molecular descriptor
normal boiling point
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/139006

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network_name_str SEDICI (UNLP)
spelling Application of a novel ranking approach in QSPR-QSARDuchowicz, Pablo RománCastro, Eduardo AlbertoFernández, Francisco MarceloFísicaQuímicaPartial Order RankingQSPR-QSARmolecular descriptornormal boiling pointIn this study we present a simple algorithm based on the Partial Order Ranking (POR) technique which allows to rank a series of compounds according to their molecular descriptor values. A training set composed of 82 normal boiling points for structurally diverse organic compounds is analyzed by considering a pool of 1202 molecular descriptors obtained from the Dragon 5 software and two “flexible” type of variables. The predictive performance of the proposed approach is assessed by means of a test set of 82 “unknown” structurally related molecules.Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas2006info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArticulohttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdf620-636http://sedici.unlp.edu.ar/handle/10915/139006enginfo:eu-repo/semantics/altIdentifier/issn/0259-9791info:eu-repo/semantics/altIdentifier/issn/1572-8897info:eu-repo/semantics/altIdentifier/doi/10.1007/s10910-006-9214-6info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/4.0/Creative Commons Attribution 4.0 International (CC BY 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-03T11:03:58Zoai:sedici.unlp.edu.ar:10915/139006Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-03 11:03:58.75SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Application of a novel ranking approach in QSPR-QSAR
title Application of a novel ranking approach in QSPR-QSAR
spellingShingle Application of a novel ranking approach in QSPR-QSAR
Duchowicz, Pablo Román
Física
Química
Partial Order Ranking
QSPR-QSAR
molecular descriptor
normal boiling point
title_short Application of a novel ranking approach in QSPR-QSAR
title_full Application of a novel ranking approach in QSPR-QSAR
title_fullStr Application of a novel ranking approach in QSPR-QSAR
title_full_unstemmed Application of a novel ranking approach in QSPR-QSAR
title_sort Application of a novel ranking approach in QSPR-QSAR
dc.creator.none.fl_str_mv Duchowicz, Pablo Román
Castro, Eduardo Alberto
Fernández, Francisco Marcelo
author Duchowicz, Pablo Román
author_facet Duchowicz, Pablo Román
Castro, Eduardo Alberto
Fernández, Francisco Marcelo
author_role author
author2 Castro, Eduardo Alberto
Fernández, Francisco Marcelo
author2_role author
author
dc.subject.none.fl_str_mv Física
Química
Partial Order Ranking
QSPR-QSAR
molecular descriptor
normal boiling point
topic Física
Química
Partial Order Ranking
QSPR-QSAR
molecular descriptor
normal boiling point
dc.description.none.fl_txt_mv In this study we present a simple algorithm based on the Partial Order Ranking (POR) technique which allows to rank a series of compounds according to their molecular descriptor values. A training set composed of 82 normal boiling points for structurally diverse organic compounds is analyzed by considering a pool of 1202 molecular descriptors obtained from the Dragon 5 software and two “flexible” type of variables. The predictive performance of the proposed approach is assessed by means of a test set of 82 “unknown” structurally related molecules.
Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas
description In this study we present a simple algorithm based on the Partial Order Ranking (POR) technique which allows to rank a series of compounds according to their molecular descriptor values. A training set composed of 82 normal boiling points for structurally diverse organic compounds is analyzed by considering a pool of 1202 molecular descriptors obtained from the Dragon 5 software and two “flexible” type of variables. The predictive performance of the proposed approach is assessed by means of a test set of 82 “unknown” structurally related molecules.
publishDate 2006
dc.date.none.fl_str_mv 2006
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Articulo
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://sedici.unlp.edu.ar/handle/10915/139006
url http://sedici.unlp.edu.ar/handle/10915/139006
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/issn/0259-9791
info:eu-repo/semantics/altIdentifier/issn/1572-8897
info:eu-repo/semantics/altIdentifier/doi/10.1007/s10910-006-9214-6
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by/4.0/
Creative Commons Attribution 4.0 International (CC BY 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0/
Creative Commons Attribution 4.0 International (CC BY 4.0)
dc.format.none.fl_str_mv application/pdf
620-636
dc.source.none.fl_str_mv reponame:SEDICI (UNLP)
instname:Universidad Nacional de La Plata
instacron:UNLP
reponame_str SEDICI (UNLP)
collection SEDICI (UNLP)
instname_str Universidad Nacional de La Plata
instacron_str UNLP
institution UNLP
repository.name.fl_str_mv SEDICI (UNLP) - Universidad Nacional de La Plata
repository.mail.fl_str_mv alira@sedici.unlp.edu.ar
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