Bioinformatics : the machine learning approach
- نوع فایل : کتاب
- زبان : انگلیسی
- مؤلف : Pierre Baldi; Søren Brunak
- ناشر : Cambridge, Mass. : MIT Press
- چاپ و سال / کشور: 2001
- شابک / ISBN : 9780262025065.
Description
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 : phylogenitc trees -- Stochastic grammars and linguistics -- Microarrays and gene expression -- Internet resources and public databases
