Review
doi: 10.1093/bib/bbk007.
Machine learning in bioinformatics
Affiliations
- PMID: 16761367
- DOI: 10.1093/bib/bbk007
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Review
Machine learning in bioinformatics
Brief Bioinform.
2006 Mar.
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.
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