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- Title
Machine learning in bioinformatics.
- Authors
Larrañaga, Pedro; Calvo, Borja; Santana, Roberto; Bielza, Concha; Galdiano, Josu; Inza, Iñaki; Lozano, José A; Armañanzas, Rubén; Santafé, Guzmán; Pérez, Aritz; Robles, Victor
- Abstract
This article reviews machine learning methods for bioinformatics. It presents modelling methods, such as supervised classification, clustering and probabilistic graphical models for knowledge discovery, as well as deterministic and stochastic heuristics for optimization. Applications in genomics, proteomics, systems biology, evolution and text mining are also shown.
- Publication
Briefings in bioinformatics, 2006, Vol 7, Issue 1, p86
- ISSN
1467-5463
- Publication type
Journal Article
- DOI
10.1093/bib/bbk007