Learning with multiple pairwise kernels for drug bioactivity prediction

MOTIVATION: Many inference problems in bioinformatics, including drug bioactivity prediction, can be formulated as pairwise learning problems, in which one is interested in making predictions for pairs of objects, e.g. drugs and their targets. Kernel-based approaches have emerged as powerful tools f...

Description complète

Enregistré dans:
Détails bibliographiques
Publié dans:Bioinformatics
Auteurs principaux: Cichonska, Anna, Pahikkala, Tapio, Szedmak, Sandor, Julkunen, Heli, Airola, Antti, Heinonen, Markus, Aittokallio, Tero, Rousu, Juho
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2018
Sujets:
Ismb 2018–Intelligent Systems for Molecular Biology Proceedings
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6022556/
https://ncbi.nlm.nih.gov/pubmed/29949975
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty277
Tags: Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires