Introduction to machine learning and bioinformatics
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 .
- Series in computer science and data analysis. .
"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.
Mode of access: World Wide Web.
9781420011784 (ebook : PDF)
Bioinformatics.
Machine learning.
Electronic books.
"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.
Mode of access: World Wide Web.
9781420011784 (ebook : PDF)
Bioinformatics.
Machine learning.
Electronic books.