Machine Learning Approaches to Bioinformatics

DOI10.1142/7454zbMath1211.68342OpenAlexW600776211MaRDI QIDQ3405495

Zheng Rong Yang

Publication date: 15 February 2010

Published in: Science, Engineering, and Biology Informatics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/7454

zbMATH Keywords

Bayesian networkshidden Markov modeldimension reductionsupervised learningcluster analysisbioinformaticsprobability density estimationunsupervised learningmachine learningrandom forestclassification and regression trees\(k\)-nearest neighborSOMMLPRBFNNS-systemsfeature selection and extractionlinear/quadratic discriminant analysis

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Research exposition (monographs, survey articles) pertaining to computer science (68-02) Computational methods for problems pertaining to biology (92-08) Systems biology, networks (92C42)

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