Ten quick tips for machine learning in computational biology-Reference-Cited by-同舟云学术

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Ten quick tips for machine learning in computational biology

Published:2017-12 Issue:1 Volume:10 Page:
ISSN:1756-0381
Container-title:BioData Mining
language:en
Short-container-title:BioData Mining

Author:

Chicco Davide^ORCID

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

Springer Science and Business Media LLC

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Genetics,Molecular Biology,Biochemistry

Link

http://link.springer.com/content/pdf/10.1186/s13040-017-0155-3.pdf

Reference72 articles.

1. Yip KY, Cheng C, Gerstein M. Machine learning and genome annotation: a match meant to be?Genome Biol. 2013; 14(5):205.

2. Baldi P, Brunak S. Bioinformatics: the machine learning approach. Cambridge: MIT press; 2001.

3. Larranaga P, Calvo B, Santana R, Bielza C, Galdiano J, Inza I, Lozano JA, Armañanzas R, Santafé G, Pérez A, et al.Machine learning in bioinformatics. Brief Bioinform. 2006; 7(1):86–112.

4. Tarca AL, Carey VJ, Chen X-W, Romero R, Drȧghici S. Machine learning and its applications to biology. PLoS Comput Biol. 2007; 3(6):e116.

5. Schölkopf B, Tsuda K, Vert J-P. Kernel methods in computational biology. Cambridge: MIT Press; 2004.

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