02015cam a2200349Ia 4500 CAH00CE682XPDF BD-DhSAU 20151012144303.0 m|||||o||d|||||||| cr|||| 140910s2008 fluad ob 001 0 eng d 9781420011784 (ebook : PDF) BD-DhSAU BD-DhSAU QH324.2 .I575 2008 572.80285 I619 Introduction to machine learning and bioinformatics [electronic resource] / Sushmita Mitra ... [et al.]. Boca Raton : CRC Press, c2008. 366 p. : ill. Chapman & Hall/CRC computer science and data analysis series "A Chapman & Hall book." Includes bibliographical references and index. 1. Introduction -- 2. The biology of a living organism -- 3. Probabilistic and model-based learning -- 4. Classification techniques -- 5. Unsupervised learning techniques -- 6. Computational intelligence in bioinformatics -- 7. Connections between machine learning and bioinformatics -- 8. Machine learning in structural biology : interpreting 3D protein images -- 9. Soft computing in biclustering -- 10. Bayesian machine-learning methods for tumor classification using gene expression data -- 11. Modeling and analysis of quantitative proteomics data obtained from iTRAQ experiments -- 12. Statistical methods for classifying mass spectrometry database search results. Also available in print format. Mode of access: World Wide Web. Bioinformatics. Machine learning. Electronic books. lcsh Mitra, Sushmita, 1962- 9781584886822 (hardback : alk. paper) 158488682X (hardback : alk. paper) Series in computer science and data analysis. http://marc.crcnetbase.com/isbn/9781420011784 application/PDF 11513 11512