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Pregled bibliografske jedinice broj: 439706

Functional annotation of orthologous groups by using hierarchical multi label classification


Skunca, Nives; Supek, Fran; Smuc, Tomislav; Panov, Pance; Dzeroski, Saso
Functional annotation of orthologous groups by using hierarchical multi label classification // ISMB & ECCB 2009
Stockholm, Švedska, 2009. (poster, međunarodna recenzija, sažetak, znanstveni)


CROSBI ID: 439706 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Functional annotation of orthologous groups by using hierarchical multi label classification

Autori
Skunca, Nives ; Supek, Fran ; Smuc, Tomislav ; Panov, Pance ; Dzeroski, Saso

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni

Izvornik
ISMB & ECCB 2009 / - , 2009

Skup
17th Annual International Conference on Intelligent Systems for Molecular Biology & 8th European Conference on Computational Biology

Mjesto i datum
Stockholm, Švedska, 27.06.-02.07.2009

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
functional annotation; orthologs; multi-label classification

Sažetak
The object of research was assessing the success of phylogenetic profiling in predicting the function of protein groups in the Orthologous Matrix project, when using decision-trees for Hierarchical Multilabel Classification. Performance analysis will be presented, broken down per Gene ontology category, discussing the effect of different features used in prediction.

Izvorni jezik
Engleski

Znanstvena područja
Biologija, Računarstvo, Biotehnologija



POVEZANOST RADA


Projekti:
098-0000000-3168 - Strojno učenje prediktivnih modela u računalnoj biologiji (Šmuc, Tomislav, MZOS ) ( POIROT)
098-0982560-2563 - Algoritmi strojnog učenja i njihova primjena (Gamberger, Dragan, MZOS ) ( POIROT)

Ustanove:
Institut "Ruđer Bošković", Zagreb

Profili:

Avatar Url Tomislav Šmuc (autor)

Avatar Url Nives Škunca (autor)

Avatar Url Fran Supek (autor)


Citiraj ovu publikaciju

Skunca, Nives; Supek, Fran; Smuc, Tomislav; Panov, Pance; Dzeroski, Saso
Functional annotation of orthologous groups by using hierarchical multi label classification // ISMB & ECCB 2009
Stockholm, Švedska, 2009. (poster, međunarodna recenzija, sažetak, znanstveni)
Skunca, N., Supek, F., Smuc, T., Panov, P. & Dzeroski, S. (2009) Functional annotation of orthologous groups by using hierarchical multi label classification. U: ISMB & ECCB 2009.
@article{article, year = {2009}, keywords = {functional annotation, orthologs, multi-label classification}, title = {Functional annotation of orthologous groups by using hierarchical multi label classification}, keyword = {functional annotation, orthologs, multi-label classification}, publisherplace = {Stockholm, \v{S}vedska} }
@article{article, year = {2009}, keywords = {functional annotation, orthologs, multi-label classification}, title = {Functional annotation of orthologous groups by using hierarchical multi label classification}, keyword = {functional annotation, orthologs, multi-label classification}, publisherplace = {Stockholm, \v{S}vedska} }




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