Authors
Pedro Larranaga, Borja Calvo, Roberto Santana, Concha Bielza, Josu Galdiano, Inaki Inza, José A Lozano, Rubén Armananzas, Guzmán Santafé, Aritz Pérez, Victor Robles
Publication date
2006/3/1
Source
Briefings in bioinformatics
Volume
7
Issue
1
Pages
86-112
Publisher
Oxford University Press
Description
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.
Total citations
Scholar articles
P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano… - Briefings in bioinformatics, 2006