Bioinformatics : the machine learning approach /
Pierre Baldi and Sren Brunak.
- 2nd ed.
- Cambridge, Mass. : MIT Press, 2001.
- xxi, 452 p. ; 24 cm.
- Adaptive computation and machine learning .
"A Bradford book"
Includes bibliographical references and index.
Introduction -- Machine-learning foundations: the probabilistic framework -- Probabilistic modeling and inference: examples -- Machine learning algorithms -- Neural networks: the theory -- Neural networks: applications -- Hidden Markov models: the theory -- Hidden Markov Models: applications -- Probabilistic graphical models in bioinformatics -- Probabilistic models of evolution: phylogenetic trees -- Stochastic grammars and linguistics -- Microarrays and gene expression -- Internet resources and public databases.