Machine learning in bioinformatics.
review · Level V
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- Record sourced from PubMed, PMID 16761367.
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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.
Medical subject headings
- Artificial Intelligence
- Computational Biology
- Models, Theoretical